METHOD AND APPARATUS FOR SELECTING A SUPPLEMENTAL PRODUCT TO OFFER FOR SALE DURING A TRANSACTION
According to some embodiments, a supplemental product or service may be offered to a user during a transaction, either in addition to products and/or services the user is purchasing, or as a replacement to one or more of the products and/or services that the user is purchasing. The functionality may be implemented, for example, in a retail embodiment where a user is purchasing products and/or services at a cash register or other point-of-sale terminal. One or more embodiments may be implemented online where a user is purchasing products and/or services using a computer, terminal, telephone or other client or user device and accessing a World Wide Web site, online catalog, interactive voice response unit or system, etc.
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This application is a continuation of U.S. patent application Ser. No. 13/975,408 entitled METHOD AND APPARATUS FOR SELECTING A SUPPLEMENTAL PRODUCT TO OFFER FOR SALE DURING A TRANSACTION, filed Aug. 26, 2013; which is a continuation of U.S. patent application Ser. No. 13/356,890 filed Jan. 24, 2012; which is a continuation of U.S. patent application Ser. No. 12/365,629 filed Feb. 4, 2009 and issued as U.S. Pat. No. 8,103,520 on Jan. 24, 2012; which is a continuation of U.S. patent application Ser. No. 09/603,677 filed Jun. 26, 2000 and issued as U.S. Pat. No. 7,542,919 on Jun. 2, 2009.
U.S. patent application Ser. No. 09/603,677 claims priority to U.S. Provisional Patent Application No. 60/190,818 entitled METHOD AND SYSTEM FOR PROCESSING SUPPLEMENTARY PRODUCT SALES, filed Mar. 21, 2000.
U.S. patent application Ser. No. 09/603,677 also is a continuation-in-part of U.S. patent application Ser. No. 08/920,116 entitled METHOD AND SYSTEM FOR PROCESSING SUPPLEMENTARY PRODUCT SALES AT A POINT-OF-SALE TERMINAL, filed Aug. 26, 1997 and issued as U.S. Pat. No. 6,119,099 on Sep. 12, 2000, which is a continuation-in-part of U.S. patent application Ser. No. 08/822,709 entitled SYSTEM AND METHOD FOR PERFORMING LOTTERY TICKET TRANSACTIONS UTILIZING POINT-OF-SALE TERMINALS, filed Mar. 21, 1997 and issued as U.S. Pat. No. 6,267,670 on Jul. 31, 2001.
Each of the above-referenced applications is incorporated by reference herein in its entirety.
BACKGROUND OF THE INVENTION1. Field of the Invention
This invention relates generally to a method and apparatus for conducting a transaction and, more particularly, to a method and apparatus for selecting one or more supplemental products or services to offer for sale to a customer during a transaction.
2. Description of the Prior Art
Most stores or merchants that are visited by customers have one or more point-of-sale terminals, such as cash registers. Store cashiers and check out clerks often use point-of-sale terminals for calculating the total price of a purchase for one or more products and/or services and the amount of change due to a customer. Some point-of-sale terminals track purchases made and adjust a database of stored inventory accordingly.
In many situations, a merchant may desire to offer to sell a customer or user a product or service in addition to the product(s) and/or service(s) being purchased by the customer or as a replacement for one of the product(s) and/or service(s) being purchased by the customer while the customer is shopping at the merchant or shopping on-line via a merchant's World Wide Web site. Some prior art transaction systems exist. For example, U.S. Pat. No. 6,055,513 issued to Katz et al. discloses a method and apparatus for effecting commercial transactions at remote locations over communications networks and for selecting and offering an upsell transaction.
Unfortunately, despite the state of the art in point-of-sale and on-line transaction systems, there remains a need for a customer independent method and apparatus for conducting transactions for products and services and for determining a supplemental product or service to offer a customer during a transaction, either in addition to the products and/or services the customer is purchasing or as a replacement to one or more of the products and/or services that the customer is purchasing. The supplemental product selected may be based on the products or services that the customer is currently purchasing.
SUMMARY OF THE INVENTIONAccordingly, it is an object of the present invention to provide a method and apparatus for conducting transactions for products and services and to provide a method and apparatus for selecting a supplemental product or service to offer a user during a transaction, either in addition to the products and/or services the user is purchasing or as a replacement to one or more of the products and/or services that the user is purchasing.
Additional objects, advantages, and novel features of the invention shall be set forth in part in the description that follows, and in part will become apparent to those skilled in the art upon examination of the following or may be learned by the practice of the invention. The objects and the advantages may be realized and attained by means of the instrumentalities and in combinations particularly pointed out in the appended claims.
To achieve the foregoing and other objects and in accordance with the purposes of the present invention, as embodied and broadly described herein, a method for conducting a transaction includes receiving information for a transaction, determining a pool of at least one supplemental product, scoring at least one supplemental product in the pool, selecting a supplemental product from the pool for the transaction, and providing an indication of the supplemental product selected from the pool. The supplemental product may be an additional supplemental product or a replacement supplemental product. In some embodiments, selecting the supplemental product may include selecting at least one supplemental product from the pool based on the scores. The scoring of supplemental products may use a profit based scoring approach, a popularity based scored approach, a discount scoring approach, or some other scoring approach. Selection of a supplemental product may also be based on other criteria, such as the preparation time for products, the amount or number of one or more products in inventory, marketing and/or consumer research information, or a “collaborative filter” which incorporates one or more of the other approaches.
Also to achieve the foregoing and other objects and in accordance with the purposes of the present invention, as embodied and broadly described herein, an apparatus for conducting a transaction includes a memory, a communication port, and a processor connected to the memory and the communication port, the processor being operative to receive information for a transaction, determine a pool of at least of supplemental product, score at least one supplemental product in the pool, select at least one supplemental product from the pool for the transaction, and provide an indication of the at least one supplemental product selected from the pool.
The accompanying drawings, which are incorporated in and form a part of the specification, illustrate the preferred embodiments of the present invention, and together with the descriptions serve to explain the principles of the invention.
In the Drawings:
A first embodiment 100 of a method in accordance with the principles of the present invention is illustrated in
The method 100 illustrated in
In some embodiments of the method 100, the price to a user for a supplemental product may be based in whole or in part on an amount of change due a customer during a transaction. The amount of change due a customer during a transaction is the difference between a purchase price for the product(s) being purchased by the customer and an amount tendered by the customer. Customers typically tender whole number cash amounts in the form of bills of paper money, while purchase prices are most often non-whole number amounts. Accordingly, the amount of change due to a customer at a point-of-sale terminal typically includes one or more coins, which the point-of-sale terminal or cashier dispenses to the customer. In some embodiments, a price for a supplemental product may be based on a portion of the change due to a customer or on a larger rounding amount (e.g., the amount of change needed to make the total customer price for a transaction equal to five dollars, equal to ten dollars, etc.)
A significant advantage of the method 100 for a retailer is that the retailer may be able to entice or convince a customer to purchase an additional or replacement supplemental product, thereby increasing incremental sales made by the retailer. One type of replacement supplemental product is an upgrade supplemental product. For example, a customer buying shoes, pants, and a shirt from a retailer might be convinced to purchase matching socks and ties as additional supplemental products, thereby increasing the sales made by the retailer. Alternatively, the retailer might convince the customer to purchase a different pair of shoes as a replacement supplemental product or a better pair of shoes as an upgrade replacement product.
A retailer using the method 100 may generate additional opportunities to sell products to customers that are perishable, soon to be out of fashion, etc., that might otherwise go unsold or otherwise create a loss for the retailer. Furthermore, the method 100 gives a retailer an ability to sell products for which it has excess inventory, thereby limiting or reducing losses the retailer may incur if the retailer miscalculates demand for a specific product. While the retailer may sell the excess products for a lower price than desired by the retailer, the method 100 allows a retailer to generate good will on behalf of customers. In some situations, the retailer may be willing to sell a product at a reduced price to help motivate the customer to purchase the product. Since the retailer is offering to sell the supplemental product to a customer at a reduced price after the customer has selected products he or she wishes to purchase at normal (i.e., not reduced) prices, the offer will have little, if any, effect on sales of the supplemental product at a normal price.
Another significant advantage of the method 100 for a retailer is that the retailer may increase impulse purchases by a customer while the customer is conducting a transaction, paying for products, standing in a check-out line, etc. Therefore, in addition to displays of candy, magazines, shoe laces, cosmetics, etc. often found at a check out line or near a point-of-sale terminal, the retailer has an additional way to provide opportunities to customers to make impulse purchases.
A significant advantage of the method 100 for a customer is that the customer may receive a benefit by accepting an offer to buy an additional or replacement product. For example, a customer might have an opportunity to purchase a product that is better than (e.g., is more desirable, has a higher retail price, etc.) the product originally selected by the customer. In addition, a customer might have an opportunity to purchase an additional product at a price that is lower the product's normal price, thereby saving the customer money.
Now referring to
The controller 202 may be operated by, for, or on behalf of a single retailer, chain of retailers, collection of retailers, mall, shopping center, one or more manufacturers, one or more suppliers, a government agency, etc. The controller 202 may also function as a World Wide Web site server. The operation, configuration and use of the controller 202 will be discussed in further detail below.
The system 200 may also include one or more point-of-sale terminals, such as the point-of-sale terminals 204, 206. The point-of-sale terminals 204, 206 may be located in, or associated with, retail stores, a mall or shopping center, a retail chain headquarters, etc. and preferably are used to communicate store, product, service, product category, service category, benefit, customer, purchase or transaction related information to the controller 202, the user devices 208, 210 or other devices connected to the communications network 212. For example, a point-of-sale terminal may provide a confirmation or indication to the controller 202 that a customer has purchased a product or service during a transaction.
Point-of-sale terminals may communicate indirectly with the controller 202 and/or the user devices 208, 210 via the communication network 212 or more directly, such as indicated by the dashed line 214 in
The user devices 208, 210 preferably allow customers to interact with the controller 202 and the remainder of the apparatus 200. The user devices 208, 210 also enable customers to provide or receive indications of products or services, customer identifiers, payment information, purchase confirmations, indications of benefits, indications of products or services, product information, service information, etc. Additionally, the user devices 208, 210 may enable a user to receive information, instructions, etc. from the controller 202, a point-of-sale terminal, or other device. User devices may be or include a personal computer, portable computer, mobile or fixed user station, workstation, network terminal or server, telephone, cellular telephone, beeper, kiosk, dumb terminal, personal digital assistant, facsimile machine, customer information display associated with a point-of-sale terminal, etc. A single user or customer may operate, use or control one or more user devices and may use different devices and types of user devices for different functions. The operation, configuration and use of user devices will be discussed in further detail below.
The communications network 212 may be the Internet, the World Wide Web, or some other public or private computer or communications network or intranet, as will be described in further detail below. The communications network 212 is only meant to be generally representative of cable, computer or other communication networks for purposes of elaboration and explanation of the present invention and other devices, networks, etc. may be connected to the communications network 212 without departing from the scope of the present invention. The communications network 212 is also intended to be representative of, and include all or a part of, the Internet, the World Wide Web, and other privately or publicly operated networks. The communications network 212 can also include other public and/or private wide area networks, local area networks, data communication networks or connections, intranets, extranets, cable modems, routers, satellite links, microwave links, cellular or radio links, fiber optic transmission lines, ISDN lines, T1 lines, DSL, etc.
Now referring again to
While the transaction information preferably will be received or obtained during the step 102 by the controller 202 or a point-of-sale terminal directly or indirectly from a user or user device, the transaction information may also be received by a retailer, a cashier or check-out clerk, and/or a retailer device or some other device. In addition, the transaction information received during the step 102 may be received via any one or more communication channels, such as via a telephone call, facsimile transmission, email message, data transmission over the communications network 212, etc.
After the transaction information is received during the step 102, one or more supplemental products are determined, identified or otherwise selected during the step 104. The step 104 and offers to sell or otherwise provide supplemental products may occur during any point of a transaction based on the transaction information or other data received at the point of the transaction.
Selection of a supplemental product may be completed by the controller 202, a point-of-sale terminal, a retailer, a retailer device, a cashier or check-out clerk, etc. In general, a supplemental product typically will relate in some way to the product(s) being purchased or otherwise obtained by a user during the transaction for which information is received during the step 102. As will be discussed in more detail below, a supplemental product can be identified or selected in many ways or according to different rules or procedures. In addition, the rules may change during operation of the method 100, as information about users, user preferences, user purchasing history, product inventory levels, product popularity or market acceptance, product costs or profit margins, etc. are received or determined. Thus, a system or entity using the method 100 may adjust or tune itself or the applied rules over time to optimize use and operation of the method 100.
Supplemental products for a transaction may include products in addition to the products being purchased by a user during the transaction or replacement products for one or more of the products being purchased during the transaction. For example, if a group of products being purchased by a user during a transaction at a sporting goods store or World Wide Web site includes a backpack and a sleeping bag, an additional supplemental product for the transaction could be a tent, a hiking stick, hiking boots, a portable cooking stove, etc. A replacement product for the transaction could be a different backpack or a different sleeping bag. In another example, if a group of products being purchased by a user during a transaction at a fast food restaurant includes a hamburger, a small order of French fries, and a medium soft drink, an additional supplemental product might be an ice cream cone or milk shake. A replacement supplemental product for the hamburger might be a cheeseburger, a replacement supplemental product for the small order of French fries might be a large order of French fries, and a replacement product for the medium soft drink might be a large soft drink or a large milk shake.
After one or more supplemental products are determined, identified or otherwise selected during the step 104, one or more indications of one or more of the selected products is provided to a user, user device, point-of-sale terminal, etc. The indication may be provided by the controller 202, a point-of-sale terminal, a retailer, a retailer device, a cashier or check-out clerk, etc. Indications may be provided to multiple places or device at or near the same time, such as to a point-of-sale terminal and a customer device.
An indication may be provided via an email or other data message or transmission, vocal message, visual display, telephone call, facsimile transmission, regular or express mail, radio signal, beeper signal, etc. For example, a user shopping at a retailer might receive the indication personally and audibly from a cashier or check out clerk or visually via a display on a point-of-sale terminal. A user shopping online at a retailer's World Wide Web site via a user device, such as a personal computer, may receive the information in a message from the World Wide Web site. The World Wide Web site may be operating on a controller or other device. If more than one supplemental product is determined during the step 104, each product may be associated with a unique indication. Alternatively, an indication may illustrate that more than one supplemental product has been selected during the step 104. The indication for a supplemental product selected during the step 104 may include a product description, a product identifier, a price, an offer to sell the product for a specific price, a time limit for the offer, a term or condition associated with the purchase of the product, and/or other transaction or supplemental product information.
In embodiments where the indication provided during the step 106 for a transaction includes an offer to sell a selected supplemental product to a user, the method 100 may also include a step wherein an acceptance of the offer to purchase the selected supplemental product is received by the controller 202, a user device, a point-of-sale terminal, a cashier or check-out clerk, etc. If desired, the acceptance may need to be received during a predetermined period of time in order to be valid or effective. In some embodiments, the offer provided in the indication may be assumed to be accepted if no rejection of the offer is received. Furthermore, the rejection may need to be received during a predetermined period of time in order to be valid or effective. In some embodiments, if a response to an offer is negative or if an offer is otherwise declined, an additional or secondary offer may be made.
In some embodiments, more than one supplemental product may be offered for sale or indicated to a user. In such embodiments, the user may be allowed to accept one or more of the offers to purchase a supplemental product. The method 100 may then include providing or transmitting such an offer or indication to the user via the controller 202, a point-of-sale terminal, a user device, etc. and/or receiving a selection or choice from the user as to which offer or offers to accept.
In some embodiments of the method 100, a price or offer amount for the supplemental product(s) selected during the step 104 may also be determined or identified. The price or offer amount for a supplemental product may be the regular full price for the product, a discounted version of the regular full price for the product, or some other amount. In some embodiments, the amount of change due to a user for a given transaction may be the price or offer amount for a supplemental product. While the amount of change may be in cash, the transaction is not limited to cash transactions and the amount of change due may be computed in a cashless transaction (e.g., a credit card transaction).
Receiving and carrying loose change, especially coins, is an annoyance to many users or customers when making a purchase or otherwise conducting a transaction. Consequently, users often are forced to tender non-whole number cash amounts in order to dispose of their unwanted coins and/or reduce the coins that would otherwise be provided to them by a cashier or check-out clerk as change for their purchase. Coins and bills that are tendered by the user are generally collected by a cashier at a point-of-sale terminal.
Both dispensing coins to and collecting coins from a user increases the amount of time a cashier spends processing a purchase or transaction, and therefore increases the amount of time that users wait in line at a point-of-sale terminal. Accordingly, businesses must often pay wages for time spent handling coins, and users must experience delays as coins are exchanged between cashiers and users. In addition, it is possible that the cashier will make a mathematical error and dispense the wrong amount of change to a user. Users often anticipate such an error and count their change to assure that they have received the correct amount. Such users typically count their change before leaving the point-of-sale terminal, further delaying other users from initiating a purchase or transaction. In addition, businesses also often incur costs associated with counting, rolling, banking and otherwise handling coins. By some estimates, businesses expend hundreds of thousands of hours and hundreds of millions of dollars each year just to handle coins. Therefore, both users and businesses may benefit by avoiding the need to provide change to users during a transaction.
In some embodiments, the price or offer amount of a supplemental product may be based on the amount of change due to a user during a transaction. A cashier or check-out device, a point-of-sale terminal, a user device, the controller 202, or some other device may determine the change due to a customer in connection with the user's purchase and price the supplemental product accordingly or use the amount of change due to determine which product to select as a supplemental product.
In some embodiments, the price or offer amount of a supplemental product may be based on a round-up amount. For example, in a transaction for clothing products having a transaction total of $156.75, a round-up amount based on ten dollar levels would be $3.25 (i.e., $160.00−$156.75). If the round-up amount is based on one-hundred dollar increments, a round-up amount for the transaction total of $156.75 would be $43.25 (i.e., $200−$156.75). Use of round-up amounts as offer amounts for supplemental products are particularly applicable in cashless transactions, such as when a user is paying with a credit or debit card. A round-up amount may be larger depending on the total transaction amount (e.g., rounding to the nearest one-hundred dollar amount instead of the nearest ten dollar amount if the transaction total exceeds five hundred dollars).
The operation, use and concept of taking an amount of change due a customer or user and offering to sell a new product or “upsell” to the customer or user in exchange for the amount of change due is discussed in pending U.S. patent application Ser. No. 08/920,116 entitled METHOD AND SYSTEM FOR PROCESSING SUPPLEMENTARY PRODUCT SALES AT A POINT-OF-SALE TERMINAL, the contents of which are incorporated herein by reference.
A price or offer amount for a supplemental product and an offer to sell a supplemental product may be provided or indicated by a point-of-sale terminal. For example, when a user brings a purchase to a point-of-sale terminal, the point-of-sale terminal may generate or otherwise determine the purchase price for the purchase and set a “required payment amount” to be equal to the purchase price. The required payment amount indicates the amount the customer is expected to pay. The point-of-sale terminal then generates or otherwise determines a rounded price for a supplemental product, preferably by rounding up the purchase price to a whole number, and calculates therefrom a round-up amount equal to the difference between the purchase price and the rounded price. Accordingly, a round-up amount for a transaction may indicate or be based on the coins or other amount due as change in a cash transaction, or the nearest and higher ten dollar amount (e.g., a round-up amount for a $163.50 transaction total is $6.50, i.e., $170.00−$163.50) or the nearest and higher hundred dollar amount (e.g., a round-up amount for a $163.50 transaction total is $36.50, i.e., $200−$163.50) in a cashless transaction. As previously discussed above, a round-up amount may be larger depending on the total transaction amount (e.g., rounding to the nearest one-hundred dollar amount instead of the nearest ten dollar amount if the transaction total exceeds one-thousand dollars).
Now referring to
During the step 300, the pool of potential supplemental products is identified or otherwise determined. In general, the pool of products determined during the step 300 corresponds to the potential products that may be offered as a supplemental product during a given transaction. Preferably, the given transaction is the transaction for which information is received during the step 102. A merchant or retailer may determine potential products in many different ways, such as by querying a database containing information regarding relationships between products, checking product inventory, etc. The pool of potential products determined during the step 300 may vary depending on whether additional supplemental products are being determined or replacement supplemental products are being determined, as will be discussed in more detail below.
During the step 302, the potential supplemental products identified or determined during the step 300 are ranked or scored so that their relative value, use, etc. as supplemental products may be ascertained. The candidate list of supplemental products created during the step 300 may be scored in many different ways, such as by profitability, user popularity, a discount at which they can be offered for sale to a user, a number of the products remaining in inventory, the time to prepare the product for sale or delivery to a user, a products' associated labor costs, the occurrence of sale or other promotion, an occurrence of a holiday, a competitor's sale or promotion, customer preferences, customer purchase history or buying habits, time to prepare the supplemental products for sale, marketing or consumer research or data, etc. As used herein, “scoring” of supplemental products will include and encompass any kind of rating, ordering, measuring, testing, appraising, accessing, evaluating, comparing, contrasting, etc., that may be used to evaluate and choose possible supplemental products for a transaction.
In a profit scoring approach, the cost associated with a possible supplemental product is compared to the costs of other possible supplemental products to determine the profit that would be made if a user accepts an offer to purchase the supplemental product. The potential supplemental products can then be ranked according to which supplemental product provides the most profit if purchased. A more detailed example of the profit scoring approach is provided below.
In a popularity scoring approach, each potential supplemental product is scored based on the percentage of users who have accepted an opportunity in the past to purchase the supplemental product when offered the opportunity by a merchant or retailer. Therefore, the potential supplemental products can be ranked according to which supplemental product is most likely to be purchased by a user if the user is given an opportunity to purchase the supplemental product. Another approach to popularity scoring or measurement may be based on a particular customer's past buying habits in purchasing similar products, accepting supplemental offers for the same or similar products, etc. A popularity scoring approach may also measure users' perceived value for the potential supplemental products. A more detailed example of the popularity scoring approach is provided below.
In a discount scoring approach, each potential supplemental product is scored according to the discount at which the supplemental product may be offered to a user for a given transaction. Thus, such a discount scoring approach is based at least in part on the price or offer amount the supplemental products will be offered for sale to a user, which may vary from one transaction to another. A more detailed example of the discount scoring approach is provided below.
In some embodiments a combination of scoring approaches or techniques might be used for supplemental products. Thus, a cumulative score might be generated by using weighted or non-weighted scores generated by two or more supplemental product scoring approaches. For example, both the profit scoring approach and the popularity scoring approach might be used to generate a single composite or collaborative score. The relative importance or weight of a score generated using the profit scoring approach versus a score generated using the popularity scoring approach in a composite or collaborative score can be varied according to the desired implementation. Thus, a score generated using the profit scoring approach may be weighted such that it constitutes a higher percentage of a final composite score as compared to a score generated using the popularity scoring approach, thereby reflecting the relative importance given to each of the two scoring approaches when determining or selecting a supplemental product.
During the step 304, one or more products from the pool of products identified during the step 300 and scored during the step 302 are selected or chosen as the supplemental product(s). The determination of how many products should be selected as supplemental products may vary according to implementation. For example, only the product having the highest or best score as determined during the step 302 may be selected as a supplemental product during the step 304. Alternatively, the two, three, four, etc. products having the highest or best score as determined during the step 302 may be selected as supplemental products during the step 304. As another example, all of the products having scores exceeding a threshold or meeting some other criteria may be selected as supplemental products during the step 304. In another example, random or semi-random selection among products having the top N scores may also be used to select supplemental products during the step 304.
As previously discussed above, the step 104 may be used to determine either an additional supplemental product or a replacement supplemental product. Therefore, the steps 300, 302, 304 may be used to determine either an additional supplemental product or a replacement supplemental product. However, the step 104 may operate differently if an additional supplemental product is being determined as opposed to a replacement supplemental product. More specifically, the step 300 during which a pool of possible supplemental products is identified or determined may operate differently if the supplemental product is an additional supplemental product as opposed to a replacement supplemental product.
Now referring to
Product categories may be of various levels of specificity. For example, product categories might be broadly defined as “food,” “sporting goods,” “housewares,” “clothing,” “automotive products,” etc. Alternatively, product categories might be defined more narrowly as “specialty sandwich,” “sandwich,” “beverage,” “side order,” “dessert,” etc., all of which may be related to products offered for sale by a restaurant. Product categories may also be based on other criteria, such as product cost, type of customer to whom a product is sold, popularity of products, etc. Furthermore, product categories and product groups may be based on any desired or similar characteristics or products.
For a user purchasing two hamburgers, one small order of French fries, one large order of onion rings, one large drink, and one ice cream cone, the product categories identified during the step 350 may include two products in the “sandwich” category (e.g., the two hamburgers), two products in the “side order” category (e.g., the small order of French Fries and the large order of onion rings), one product in the “beverage” category (e.g., the large drink), and one product in the “dessert” category (e.g., the ice cream cone). As a second example, product categories might be as “shirt,” “shoes,” “pants,” “skirt,” “blouse,” “jacket,” “socks,” “dress,” etc., all of which may be related to products offered for sale by a department store or other retailer. In some embodiments, a number of different categorization schemes might be used and a given product might fall within more than one category (e.g., a product may fall into both a “specialty sandwich” product category and a “sandwich” product category).
During a step 352, likely groups of related products are constructed from the product categories identified during the step 350. For example, in a situation where the categories for a transaction are food related (e.g., “specialty sandwich,” “sandwich,” “beverage,” “side order,” “dessert,” etc.), a group of products in certain product categories might be considered as a “meal.” More specifically, a “meal” may be considered as one product in the “sandwich” category, one product in the “side order” product category, and one product in the “beverage” category. Therefore, for a user who is purchasing two hamburgers, one small order of French fries, one large drink and one small drink, the user is purchasing one “meal,” e.g., one hamburger, one small order of French fries, and one small drink. Therefore, the first “meal” comprises a group of product categories determined or identified during the step 352. The remaining hamburger and one large drink are not sufficient to complete a second “meal” as “meal” is defined above.
As another example, in a situation where the categories for a transaction are clothing related (e.g., “shirt,” “shoes,” “pants,” “skirt,” “blouse,” “jacket,” “socks,” “dress,” etc.), a group of products in certain product categories might be considered as an “outfit.” More specifically, an “outfit” may be considered as one product in the “pants” or “skirt” categories and one product in the “shirt” or “blouse” categories. Therefore, a user who is purchasing three pairs of pants, one skirt, one pair of socks, two pairs of shoes, and five shirts is buying four “outfits,” three “outfits” comprising a pair of pants and a shirt and one “outfit” comprising a skirt and a shirt. The pairs of socks and shoes and the remaining shirt are not sufficient to complete a second “outfit” as “outfit” is defined above.
During a step 354, at least one complementary product category is chosen for the categories determined during the step 350 and the groups constructed during the step 352. That is, product categories complementary or related to the product categories identified during the step 350 are identified that might complete or augment a group completely or partially constructed during the step 352. For the food example discussed above, the purchase of two hamburgers, one small order of French fries, one large drink and one small drink comprised one “meal.” The remaining hamburger and one large drink were not sufficient to complete a second “meal.” Therefore, a complimentary product category for this example may be “side order” since the addition of a “side order” product to the hamburger and one large drink would complete a “meal.” Another complementary product category for the user may be “dessert” since the user has purchased at least one complete “meal,” but no desserts to go along with it. There may be other product categories determined during the step 354 and many different product categories may be available depending on the categories identified during the step 350, the groups constructed during the step 352, etc.
For the clothing example discussed above, a pair of socks or shoes may be supplemental additional products for an “outfit” and, as a result, “socks” and “shoes” are complimentary product categories for a user purchasing an “outfit.” Similarly, a jacket, umbrella, purse, or other clothing item may also be supplemental additional products for an “outfit.”
During an optional step 356, an offer amount for a supplemental additional product may be determined, selected or identified. An offer amount may be based on a predetermined amount (e.g., five dollars, fifty cents, etc.), on the total price of the products being purchased by a user during a transaction, on a price of one of the products being purchased by a user during a transaction, the amount of change due to a customer during a transaction, on transaction information determined during the step 102, product categories identified during the step 350, product groups constructed during the step 352, etc. The offer amount determined or identified during the step 356 may be different for different transactions, different product categories, different product groups, etc. and may vary with the amount or number of products in inventory, the occurrence of a sale, promotion or holiday, etc. For the food example discussed above, the offer amount may be set or determined to be fifty cents. Alternatively, the offer amount may be equal to an amount of change due to a user during a transaction. Thus, if the price of the two hamburgers, one small order of French fries, one large drink and one small drink is four dollars and forty cents and a user provides a five dollar bill to pay for the food, the amount of change due is sixty cents. If the user provides a ten dollar bill to pay for the food, the amount of change due may be five dollars and fifty cents.
During a step 358, one or more supplemental products are selected or identified which fit or fall into one or more of the complementary product categories identified during the step 354 and which can be provided for the offer amount determined or calculated during the step 356. As will be described in more detail below, more than one product may be selected during the step 358.
Now referring to
In the food examples discussed above, a cheeseburger might be a replacement supplemental product for a hamburger and an order of onion rings might be a replacement supplemental product for an order of French fries. Alternatively, in the good example, a supplemental product offer may be based on knowledge of a person's food preferences. In the clothing example discussed above, a shirt may be a replacement supplemental product for a shirt or blouse being purchased by a user and a skirt may be a replacement supplemental product for a pair of pants being purchased by a user. Alternatively, in the clothing example, a supplemental product offer may be based on knowledge of a person's existing wardrobe.
During a step 382, the offer amounts, prices and/or costs for the potential replacement products determined or identified during the step 380 are determined. The step 382 is similar to the step 356 previously discussed above. In some embodiments, the prices or costs may be determined by accessing or querying a product database. Prices determined during the step 382 may be the prices to be charged to a user for the replacement products identified during the step 380. Costs determined during the step 382 may be the costs for the provider of the replacement products identified during the step 380. In general, the price or offer amount charged to a user for a supplemental replacement product will be higher or greater than the cost to the provider for providing the supplemental replacement product to the user. An offer amount may comprise only a monetary figure or amount, a non-monetary figure or amount (e.g., frequent diner points, frequent flyer miles), a manufacturer or third-party sponsored payment, coupon, etc., or a combination of a monetary figure or amount and a non-monetary figure or amount.
During a step 384, a pool of one or more potential supplemental replacement products identified during the step 380 is chosen or identified. In some embodiments, a potential supplemental replacement product may need to have a higher user price than a product the supplemental replacement product is offered to replace. In other embodiments, a supplemental replacement product may need to have a lower provider cost than a product the supplemental replacement product is offered to replace. In other embodiments a supplemental replacement product may need to have an incremental price increase over the product that it is replacing that is lower than or equal to an amount of change due to a customer or some other fixed amount (e.g., one dollar, $1.50, etc.).
In order to provide a more detailed explanation of one possible implementation of the method 100 and the system 200, two detailed examples of an implementation and use of the method 100 will be now be provided, with reference to
In an implementation of the method 100 wherein one or more additional supplemental products are determined during the step 104, the method 100 proceeds in accordance with the steps illustrated in
Now referring to
During the step 350, product categories involved in the transaction are identified. The product categories to be used are food related and will comprise the following: “SPECIALTY SANDWICH,” “SANDWICH,” “BEVERAGE,” “SIDE ORDER” and “DESSERT.” Generally, the product categories used for a particular application will be established in advance. With reference to the record 400, the user is purchasing two products in the “SANDWICH” and “SIDE ORDER” product categories, and one product each in the “SPECIALTY SANDWICH” and “BEVERAGE” categories.
In an embodiment where an additional supplemental product may be offered for sale to the user, a record 450 illustrated in
In this example, one product group is designated as “MEAL 1” and includes a specialty sandwich, a side order, a beverage, and a dessert, as indicated by the entries in the field 452 of the record 450. Groupings of complementary products may be based on criteria other than “meals.” For example, a high profit margin product may be considered as a complementary product for a low profit margin product, a ticket to a child oriented movie may be considered as a complementary product for a child meal at restaurant, and a coupon for a product may be considered as a complementary product to a product purchased during a transaction.
Products which the customer has ordered during the transaction that fall within the product categories listed in the field 452 are provided in the entries for the field 454. As shown in the record 450, the user has ordered four components of a “MEAL 1” product group, namely a double-decker burger, one medium order of French fries, and one large soft drink. The remaining items that the user ordered (i.e., the two cheeseburgers and the large order of French fries) are listed in the record 500 illustrated in
The “MEAL 2” product category requires five elements, as listed in the field 552 in the record 550, namely two products in the “SANDWICH” product category, one produce in the “SIDE ORDER” product category, one product in the “BEVERAGE” category, and one product in the “DESSERT” category. The remaining products (i.e., the two cheeseburgers and the large order of French fries) not associated with the “MEAL 1” product group form three of the five products needed for the “MEAL 2” group, as shown by the entries in the field 554 for the record 550.
During the step 354, at least one complementary product category is determined in relation to the products being purchased by the user (i.e., one double-decker burger, two cheeseburgers, one medium order of fries, one large order of fries, and one large soft drink) and the product categories identified during the step 350. As illustrated by the records 450 and 550, a complementary product might include a “DESSERT,” which would complete “MEAL 1” or would help complete “MEAL 2,” or a “BEVERAGE,” which would help complete “MEAL 2.” Other complementary product categories may also be available.
During the step 356, an offer amount for the supplemental product is determined or calculated. As shown in the field 408 in the record 400 illustrated in
During the step 358, a pool of supplemental products is determined based on the complementary product categories identified during the step 354 and the offer amount determined during the step 356. The pool of supplemental products may be products that fall within the complementary product categories determined during the step 354 but have a cost to the provider less than or equal to the offer amount determined during the step 356. After the step 358 is completed a record, such as the record 650 illustrated in
Most of the products listed in the record 650 fall within “DESSERT” or “BEVERAGE” product categories determined to be complementary product categories during the step 354. The two products in the “SANDWICH” category listed in the record 650 may also be considered as possible supplemental products, even though they don't necessarily fill any particular product group. They may always be added as a matter of course to the list of potential supplemental products determined during the step 358, or they may be added in accordance with a rule, heuristic, process, etc. that may take into account the number and/or type of products available or in inventory for a product category or other factors.
After the step 358 is completed, thereby completing the step 300, the step 104 in the method 100 continues to the step 302 during which scores for the products determined or selected during the step 358 are calculated. As previously discussed above, many different scoring processes or approaches are possible, including scoring approaches based on profits, popularity, and discounts. A detailed example using several scoring approaches is provided below.
As previously discussed above, a second example of a determination of a supplemental product is provided wherein a replacement supplemental product is determined using the method 100. Like the previous example where a pool of possible additional supplemental products was determined, the second example will be directed to use of the method 100 and the system 200 by a restaurant or other food provider to sell food products such as hamburgers, cheeseburgers, French fries, etc. to users.
In implementations of the method 100 wherein one or more possible replacement products are determined, the step 300 proceeds in accordance with the steps illustrated in
During the step 380, possible replacement products are determined for the products being purchased by a user. In this example, the user is purchasing one double-decker burger, two cheeseburgers, one medium order of fries, one large order of fries, and one large soft drink. Possible replacement products may be determined according to one or more rules or processes and may have one or more terms or conditions. For example, possible replacement products may be required to have at least a designated minimum retail price, a designated minimum profit margin, etc. As a further example, replacement products for food products may be as illustrated in the table 700 illustrated in
For the products being purchased by the user in the current example, the possible replacement products identified during the step 380 are shown in the table 750 illustrated in
During the step 382, the offer amount for the products identified during the step 380 and illustrated in the table 750 are computed or identified. The offer amount may be the amount of change due a customer during a transaction, a fixed amount (e.g., two dollars), etc. In addition, the offer amount may comprise only a monetary figure or amount, only a non-monetary figure or amount, or a combination of a monetary figure or amount and a non-monetary figure or amount. In this example, the offer amount is determined to be fifty cents, as previously described above.
During the step 384, one or more replacement supplement products are identified and selected from the products identified during the step 380. In general, the pool of potential replacement supplemental products identified during the step 384 will be those products identified during the step 380 that can be offered for a replacement cost that is less than or equal to the offer amount determined during the step 382. In the present example, all of the possible replacement products identified during the step 380 and listed in the table 750 have a replacement cost less than fifty cents (e.g., the offer amount determined during the step 382).
After the step 300 in the step 104 is completed, scores for the possible supplemental products, both replacement and additional, determined or identified during the step 300 are calculated or determined during the step 302. Possible scoring approaches for products include, but are not limited to, a profit based scoring approach, a popularity based scoring approach, a discount based scoring approach, a composite or collaborative scoring approach, etc.
Now referring to
In a profit based scoring approach, the cost of each supplemental product is used to determine the profit that the supplemental product would produce for the transaction at the offer amount, relative to the profits that the other supplemental products would produce for the transaction. A profit calculation may be based on a straight monetary amount, on a percentage of total transaction cost, a commission, etc.
For example, in the record 800, three potential additional supplemental products are listed in the field 802 and three potential replacement products are listed in the field 808. Each of the six potential supplemental products has an associated cost. The costs for the three possible additional supplemental products are provided in an item cost field 814 while the costs for the three possible replacement supplemental products are provided in an replacement cost field 816. Based on the offer amount of fifty cents provided in the field 810 and the costs in the fields 814, 816, item profits can be determined for the three possible additional supplemental products, as listed in an item profit field 818, and for the three possible replacement supplemental products, as listed in an item profit field 820. The figures in the item profit fields 818, 820 are computed by taking the difference between the offer amount of fifty cents and the respective entries in the item cost fields 814, 816. For example, the additional supplemental product of cookies has an item cost of twenty-three cents, as provided in the field 814, and an item profit of twenty-seven cents (i.e., $0.27=$0.50−$0.23), as provided in the field 818. Similarly, the replacement supplemental product of a quarter pound hamburger has a replacement cost of eighteen cents, as provided in the field 816, and an item profit of thirty-two cents (i.e., $0.32=$0.50−$0.18), as provided in the field 820.
After the individual item profits are calculated for the possible supplemental products listed in the fields 802 and 808, their respective relative percentages of profit are determined and provided in relative profit percentage fields 822, 824 of the record 800. The percentage of total profit for a possible supplemental product listed in the fields 802, 808 is computed by taking the product's associated item profit as provided in the item profit field 818 or 820 and dividing it by the sum of all of the profits provided in the item profit fields 818, 820 and forming a percentage. For example, the sum of all of the individual item profits in the fields 818, 820 is $1.62 (i.e., $1.62=$0.27+$0.19+$0.39+$0.32+$0.25+$0.20). The additional supplemental product of cookies has an item profit of twenty-seven cents, therefore its relative profit percentage is 16.67 percent (i.e., %16.67=%100×$0.27/$1.62), as provided in the relative profit percentage field 822. The additional supplemental product of an ice cream cone has an item profit of thirty-one cents, therefore its relative profit percentage is 11.73 percent (i.e., %11.73=%100×$0.19/$1.62), as provided in the relative profit percentage field 822. The replacement supplemental product of a quarter pound hamburger has an item profit of thirty-two cents, therefore its relative profit percentage is 19.75 percent (i.e., %19.75=%100×$0.32/$1.62), as provided in the relative profit percentage field 824.
In some embodiments, the percentages provided in the fields 822, 824 become the profit based scores for the possible supplemental products, as provided in profit based score fields 826, 828. For the six possible supplemental products provided in the record 800, the additional supplemental product of medium soft drink has the highest score (i.e., 24.07). In some embodiments, the profit based scores in the fields 826, 828 may be used as part of a composite score, as will be discussed in more detail below. The profit based scores may be weighted as part of the composite score so that the relative importance of the profit based scoring approach as compared to other scoring approaches can be controlled. The record 800 includes a weighting factor of four, as provided in a weight field 830. Therefore, the weighted profit based scores for the possible supplemental products listed in the fields 802, 808 are the profit based scores provided in the fields 826, 828 multiplied by the weight factor of four provided in the weight field 830. The weighted profit based scores for the possible supplemental products listed in the fields 802, 808 are provided in weighted scores fields 832, 834 in the record 800.
Now referring to
The popularity based scoring approach is based on the percentage of one or more users who have in the past accepted a given product as a supplemental product, thereby creating a “take rate” or “accept rate” for the supplemental product. An accept rate may be specific to a particular user or a composite of the particular user's acceptance of an item and overall consumer acceptance of the item.
The take or accept rates for the additional supplemental products provided in the field 802 are provided in an accept rate field 852 while the accept rates for the replacement supplemental products provided in the field 808 are provided in an accept rate field 854. For example, when cookies are offered as an additional supplemental product during a transaction, the offer is accepted fifteen percent of the time, as shown in the field 852. Similarly, when an ice cream cone is offered as an additional supplemental product during a transaction, the offer is accepted six percent of the time, as shown in the field 852. Likewise, when a quarter pound hamburger is offered as a replacement supplemental product for a cheeseburger during a transaction, the offer is accepted twelve percent of the time, as shown in the field 854.
After the individual item accept rates for the possible supplemental products listed in the fields 802 and 808 are determined, their respective relative percentage of popularity is determined and provided in relative popularity percentage fields 856, 858 of the record 850. The percentage of total popularity for a possible supplemental product listed in the fields 802, 808 is computed by taking the product's associated item accept rate as provided in the item profit field 852 or 854 and dividing it by the sum of all of the accept rates provided in the item accept rate fields 852, 854 and forming a percentage. For example, the sum of all of the individual item accept rates in the fields 852, 854 is ninety-five percent (i.e., %95=%15+%6+%21+%12+%9+%32). The additional supplemental product of cookies has an item accept rate of fifteen percent, therefore its relative accept rate percentage is 15.79 percent (i.e., %15.79=%100×%15/%95), as provided in the relative popularity percentage field 856.
The additional supplemental product of an ice cream cone has an item accept rate of six percent, therefore its relative accept rate percentage is 6.32 percent (i.e., %6.32=%100×%6/%95), as provided in the relative popularity percentage field 856. The replacement supplemental product of a quarter pound hamburger has an item accept rate of twelve percent, therefore its relative accept rate percentage is 12.63 percent (i.e., %12.63=%100×%12/%95), as provided in the relative popularity percentage field 858.
In some embodiments, the percentages provided in the fields 856, 858 become the popularity based scores for the possible supplemental products, as provided in popularity based score fields 860, 862. For the six possible supplemental products provided in the record 850, the replacement supplemental product of medium French fries has the highest score (i.e., 33.68). In some embodiments, the popularity based scores in the fields 860, 862 may be used as part of a composite score, as will be discussed in more detail below. The popularity based scores may be weighted as part of the composite score so that the relative importance of the popularity based scoring approach as compared to the profit based scoring approach discussed above and to other scoring approaches can be controlled. The record 850 includes a weighting factor of three, as provided in the weight field 830 for the record 850. Therefore, the weighted popularity based scores for the possible supplemental products listed in the fields 802, 808 are the popularity based scores provided in the fields 860, 862 multiplied by the weight factor of three provided in the weight field 830. The weighted popularity based scores for the possible supplemental products listed in the fields 802, 808 are provided in weighted scores fields 864, 868 in the record 850.
Now referring to
The discount based scoring approach is based on the discount off the retail price which the possible supplemental products provided in the fields 802, 808 may be offered if the possible supplemental products are offered to a user for the offer amount provided in the field 810. The retail prices for the three possible additional supplemental products provided in the field 802 are provided in a retail price field 902. Similarly, the retail prices for the three possible replacement supplemental products provided in the field 808 are provided in a retail price field 904. The discount for each of the three possible additional supplemental products provided in the field 802 are given in a discount field 906 and are determined by subtracting the offer amount provided the field 810 (e.g., fifty cents) from the products' respective retail prices provided in the field 902. Similarly, the discount for each of the three possible replacement supplemental products provided in the field 808 are given in a discount field 908 and are determined by subtracting the offer amount provided the field 810 (e.g., fifty cents) from the products' respective retail prices provided in the field 904.
After the individual item discounts for the possible supplemental products listed in the fields 802 and 808 are determined, their respective relative percentage of discount is determined and provided in relative discount percentage fields 910, 912 of the record 900. The percentage of total discount for a possible supplemental product listed in the fields 802, 808 is computed by taking the product's associated discount as provided in the field 906 or 908 and dividing it by the sum of all of the discounts provided in the discount fields 910, 912 and forming a percentage. For example, the sum of all of the individual discounts in the fields 906, 908 is $2.60 (i.e., $2.60=$0.35+$0.60+$0.70+$0.25+$0.50+$0.20). The additional supplemental product of cookies has a discount of thirty-five cents, therefore its relative discount percentage is 13.46 percent (i.e., %13.46=%100×$0.35/$2.60), as provided in the relative discount percentage field 910. The additional supplemental product of an ice cream cone has a discount of sixty cents, therefore its relative discount percentage is 23.08 percent (i.e., %23.08=%100×$0.60/$2.60), as provided in the relative discount percentage field 910. The replacement supplemental product of a quarter pound hamburger has a discount of twenty-five cents, therefore its relative discount percentage is 9.62 percent (i.e., %9.62=%100×$0.25/$2.60), as provided in the relative profit percentage field 912.
In some embodiments, the percentages provided in the fields 910, 912 become the discount based scores for the possible supplemental products, as provided in profit based score fields 914, 916. For the six possible supplemental products provided in the record 900, the additional supplemental product of a medium soft drink has the highest score (i.e., 26.92). In some embodiments, the discount based scores in the fields 914, 916 may be used as part of a composite score, as will be discussed in more detail below. The discount based scores may be weighted as part of the composite score so that the relative importance of the discount based scoring approach as compared to the profit and popularity based scoring approaches discussed above other can be controlled. The record 900 includes a weighting factor of two, as provided in the weight field 830 for the record 900. Therefore, the weighted discount based scores for the possible supplemental products listed in the fields 802, 808 are the discount based scores provided in the fields 914, 916 multiplied by the weight factor of two provided in the weight field 830. The weighted popularity based scores for the possible supplemental products listed in the fields 802, 808 are provided in weighted scores fields 918, 920 in the record 900.
Now referring to
The record 950 includes the weighted profits scores from the fields 832, 834 in the record 800, the weighted popularity scores from the fields 864, 868 in the record 850, and the weighted discount scores from the fields 918, 920 in the record 900, as illustrated in scoring fields 952 and 954, 956 and 958, and 960 and 962, respectively, in the record 950. As previously discussed above, scores based on the profit based scoring approach are weighted by a factor of four, scores based on the popularity based scoring approach are weighted by a factor of three, and scores based on the discount based scoring approach are weighted by a factor of two. Thus, in this example, the profit based scores are considered to be relatively more important than both the popularity based scores and the discount based scores and may influence the final composite score more significantly than either of the popularity based scores or the discount based scores.
The cumulative scores for each of the three possible additional supplemental products are provided in cumulative score field 964 while the cumulative scores for the three possible additional supplemental product are provided in cumulative score field 966. For example, the cumulative score for the possible supplemental product of cookies is 140.96 (i.e., 140.96=66.67+47.37+26.92), as illustrated in the field 964. Similarly, the cumulative score for the possible supplemental product of quarter pound hamburger cookies is 136.13 (i.e., 136.13=79.01+37.89+19.23), as illustrated in the field 966.
As shown in the record 950, the supplemental products range in scores from 112.12 to 216.48. At any time during the scoring process, the system 200 may eliminate one or more potential supplemental products from further consideration by “filtering” out supplemental products based on certain criteria. For example, a “filter” may dictate that no product having a profit score lower than some predetermined threshold should be included. A different filter may eliminate products that have been accepted by a user in the past as a supplemental product. In addition, filters may act to ensure that no disadvantageous product is offered to a user or customer. Filters may be based on delivery costs of products, current service times for products, offer relevancy, the time to prepare a product for sale, or other factors.
In addition to filters, the system 200 may use elimination rules to eliminate certain products or product categories from further consideration. Elimination rules function in a similar manner to filters in that they limit one or more products from being considered or selected as supplemental products. For example, an elimination rule might be used that instructs the controller 202 or a point-of-sale terminal never to offer bacon as a replacement supplemental product to a user if the user purchased a bacon cheeseburger. As another example, an elimination rule might instruct the controller 202 or a point-of-sale terminal never to offer a product to a user as a replacement product that the user has already ordered or that the user is ordering during the current transaction. An elimination rule may prevent offers that have previously been offered to a particular user or customer from being made again to the particular user or customer, thereby preventing the user or customer from being able to expect that they will receive a supplemental product offer identical to a supplemental product offer received during a previous transaction.
Upon completion of the scoring of possible supplemental products during the step 302, one or more of the possible supplemental products may be chosen or selected during the step 304 as supplemental products, thereby completing the step 104 of the method 100. One or more possible supplemental products may be chosen during the step 304 or the step 104. In addition to the filters and elimination rules, the system 200 may force or require designated products or types of products to be offered as supplemental products. Such a requirement for a product to be offered as a supplemental product will be referred to as a “forced option.” For example, during use of the method 100, the controller 202 or a point-of-sale terminal may want to make sure that one additional supplemental product, one replacement or upgraded supplemental product, etc. are selected during the step 104 and offered for sale to a user, regardless of how one or more of the supplemental products or types of supplemental products scored. A “forced option” process accomplishes this by “forcing,” for example, a replacement supplementary product to be offered regardless of its score as compared to other types of offers or the scores of other products. It still may be the case that the forced option has the highest score of its type, even though that score may be significantly less than the score associated with an offer of another type.
In some embodiments a “weighted randomization” approach may be used to randomly select a supplemental product from a pool of potential supplemental products. According to these embodiments, each potential supplemental product in a group of possible supplemental products is selected in proportion to its score, such as its weighted cumulative score, relative or as compared to the sum of all of the scores associated with the products that form for the pool of possible supplemental products. That is, each possible supplemental product in a group of possible supplement products may be chosen as the supplemental product to offer for sale to a user, the chance of each possible supplemental product being chosen being dependent on its weighted score, such as a weighted cumulative score, relative to the sum of all of the weighted scores. For example, for the six possible supplemental products listed in
A weighted randomization approach helps protect retailers from losing sales at full or normal price by not offering the same product as a supplemental product all the time in response to given order, thereby simultaneously insuring that reasonably relevant offers for supplemental products are made the majority of the time to customers. Thus, customers may not be able to predict which supplemental product will be offered to the customer, thereby increasing the chances that the customer will buy a desired product at normal price. In some embodiments, a management override may alter the weighting of supplemental products temporarily or permanently, such as when a manager knows that a particular product is out of stock or even no longer available.
In some embodiments, the controller 202 or a point-of-sale terminal may use flexible and dynamically developed scoring or other processes for identifying or selecting supplemental products, thereby permitting the controller 202, point-of-sale terminal, or an administrator to decide which scoring processes to use and their sequence of operation. Changing uses and sequences of scoring processes can have positive effects on the outcome of the offer generation process and overall user acceptance rates, profits, etc. of supplemental products. As more information is learned about user buying patterns, additional offer pool, scoring and/or filtering processes can be created and easily inserted into the process. For example, a filter based on individual employee (e.g., cashier, check out clerk, etc.) skills may be introduced so as to filter out supplemental product offers for which the employee has shown a propensity to fail when making the supplemental product offer. The configuration, operation and use of a method and system for motivating employees to provide or make supplemental product offers is described in U.S. patent application Ser. No. 09/540,710 entitled METHOD AND SYSTEM FOR MOTIVATING AN EMPLOYEE TO PERFORM A BEHAVIOR RELATED TO AN UPSELL, all of which is incorporated herein by reference. In addition, the configuration, operation and use of a method and system for providing promotional offers via point-of-sale terminals is described in U.S. patent application Ser. No. 09/538,751 entitled, DYNAMIC PROPAGATION OF PROMOTIONAL INFORMATION IN A NETWORK OF POINT-OF-SALE TERMINALS, all of which is incorporated herein by reference.
Many different alternatives are available for selecting supplemental products or building a pool of possible supplemental products during the step 104. For example, instead of taking an initial pool of supplemental products and pairing it down (a top-down approach), a bottom-up approach could be taken in which a list of supplement products to offer is built up over time or over transactions. A method for accomplishing this would be rules-driven in a manner similar to the present invention. Thus, rather than starting with the complete selection of options and paring down the options, the system could use the order content to select from pre-defined offers and then, only those products that individually score well during a transaction as compared, one at a time, with the current order content of the transaction may become supplemental products for the transaction.
In some embodiments, a user may initiate the method 100 by pressing a button, either dedicated or virtual, on a user device or point-of-sale terminal, asking for an offer for a supplemental product, swiping a shopper card, etc. By enabling the system 200 and/or the method 100 so as to be user initiated, any possibility of annoying or offending users with supplementary product offers is greatly reduced, or even possibly eliminated. Further, the user device or point-of-sale terminal could be used to present the supplementary product offer to the user. For example, the user device or point-of-sale terminal may include a touch-screen monitor on which supplementary product offers are presented to the user. In addition, the user's selection or acceptance of a supplemental product may be received via a touch screen on the user device or point-of-sale terminal.
Now referring to
The controller 202 may include a processor, microprocessor or microchip, central processing unit, or computer 1250 that is in communication with or otherwise uses or includes one or more communication ports 1252 for communicating with user devices and/or other devices. For example, if the controller 202 is connected to the user device 208 via an Ethernet local area network, the user device 206 via a cellular telephone network, and the user device 208 via a Token Ring type local area network, the controller 202 may have an Ethernet adapter as one communication port to allow the controller 202 to communicate with the user device 202, a connection to a cellular telephone network as another communication port to allow the controller 202 to communicate with the user device 206 and a Token Ring adapter to allow the controller 202 to communicate with the user device 208. Of course, in some embodiments, the controller 202 and other devices in the system 200 may user wireless communication to communicate with each other and to exchange information.
The controller 202 may also include an internal clock element 1254 to maintain an accurate time and date for the controller 202 create time stamps for messages, information, indications, etc. generated via the controller 202 or received by the controller 202, etc.
If desired, the controller 202 may include one or more output devices 1256 such as a printer, infrared or other transmitter, antenna, audio speaker, display screen or monitor, text to speech converter, etc., as well as one or more input devices 1258 such as a bar code reader or other optical scanner, infrared or other receiver, antenna, magnetic stripe reader, image scanner, roller ball, touch pad, joystick, touch screen, microphone, computer keyboard, computer mouse, etc. In addition, the controller 202 may include a voice recognition system or interactive voice response unit as an input device 1258 to aid in or enable receiving and processing of transaction information, messages, indications, etc. The controller 202 may also include a fingerprint scanner or reader, a retinal scanner, a voice analyzer, or other biometrics data input device as an input device 1258 to allow the controller 202 to identify users. If desired, the controller 202 may also function as a user device and/or point-of-sale terminal.
In addition to the above, the controller 202 may include a memory or data storage device 1260 to store information, software, databases, device drivers, customer information, transaction information, product information, etc. The memory or data storage device 260 preferably comprises an appropriate combination of magnetic, optical and/or semiconductor memory, and may include, for example, Random Access Memory (RAM), Read-Only Memory (ROM), a tape drive, flash memory, a floppy disk drive, a ZIP™ disk drive, a compact disc and/or a hard disk. The processor 250 and the data storage device 260 in the controller 202 may each be, for example: (i) located entirely within a single computer or other computing device; or (ii) connected to each other by a remote communication medium, such as a serial port cable, telephone line or radio frequency transceiver. In one embodiment, the controller 202 may comprise one or more computers that are connected to a remote server computer for maintaining databases.
A conventional personal computer or workstation with sufficient memory and processing capability may be used as the controller 202. In one embodiment, the controller 202 operates as or includes a web server for an Internet environment. The controller 202 preferably transmits and receives data related to transactions and is capable of high volume transaction processing, performing a significant number of mathematical calculations in processing communications and database searches. A Pentium™ microprocessor such as the Pentium III™ microprocessor, manufactured by Intel Corporation may be used for the processor 1250. Equivalent processors are available from Motorola, Inc., AMD, or Sun Microsystems, Inc. The processor 1250 may also comprise one or more microprocessors, central processing units, computers, computer systems, etc.
While specific implementations and hardware configurations for point-of-sale terminals, user devices, controllers, and contact devices have been illustrated, it should be noted that other implementations and hardware configurations are possible and that no specific implementation or hardware configuration is needed. Therefore, many different types of implementations or hardware configurations can be used in the system 200 and with the method 100 and the methods disclosed herein are not limited to any specific hardware configuration for the system 200.
Software may be resident and operating or operational on the controller 202. The software may be stored on the data storage device 1260 and may include some or all of the following: a control program 1262 for operating the controller 202; a product database 1264 for storing information about products or services; a customer or user database 1266 for storing information about one or more users or customers; and a transaction database 1268 for storing information regarding to sales of products or services.
Each of the databases 1264, 1266 and 1268 and their use and potential data structure will be discussed in more detail below. As will be understood by those skilled in the art, the schematic illustrations and accompanying descriptions of the databases presented herein are exemplary arrangements for stored representations of information. A number of other arrangements may be employed besides those suggested by the tables shown. Similarly, the illustrated entries of the databases represent exemplary information only. Thus, those skilled in the art will understand that the number and content of the entries can be different from those illustrated herein. Not all of the databases 1264, 1266 and 1268 will be used or needed in every embodiment of the method 100 or the system 200. Furthermore, some embodiments of the method 100 or the system 200 may use none or only some of the databases 1264, 1266 and 1268. Of course, there may be embodiments of the method 100 or the system 200 where all of the databases 1264, 1266, and 1268 are used.
The control program 1262 may control the processor 1250. The processor 1250 preferably performs instructions of the control program 1262, and thereby operates in accordance with the present invention, and particularly in accordance with the methods described in detail herein. The control program 1262 may be stored in a compressed, uncompiled and/or encrypted format. The control program 1262 furthermore includes program elements that may be necessary, such as an operating system, a database management system and device drivers for allowing the processor 1250 to interface with peripheral devices, databases, etc. Appropriate program elements are known to those skilled in the art, and need not be described in detail herein. According to an embodiment of the present invention, the instructions of the control program 1262 may be read into a main memory from another computer-readable medium, such as from a ROM to RAM. Execution of sequences of the instructions in the control program 1262 causes the processor 1250 to perform the process steps described herein. In alternative embodiments, hard-wired circuitry may be used in place of, or in combination with, software instructions for implementation of some or all of the methods of the present invention. Thus, embodiments of the present invention are not limited to any specific combination of hardware and software.
As previously discussed above, the product database 1264 can be used to store information and data regarding products, services, etc. The product database 1264 may be used, populated, accessed, and/or updated by a controller, a point-of-sale terminal, a user device, etc. during any of the steps of the method 100. A tabular representation of a possible implementation of, or data structure for, the product database 1264 is illustrated in
The product database 1264 preferably includes a product/service identifier field 1300 which may contain identifiers or other identifying information for products or services, a product/service name or description field 1302 which may include descriptive information for the products and services identified in the field 1300, and a category field 1304 which may include information regarding the category for the products or services identified in the field 1300. In some embodiments, the product database 1264 may also include information regarding the number or amount available or in inventory of the products identified in the field 1300, the retail price of the products or services identified in the field 1300 in a price field 1306, the cost of the products or services identified in the field 1300 in a cost field 1308, etc.
While the product database 1264 illustrated in
As previously discussed above, the user database 1266 can be used to store information and data regarding customers, users, etc. The user database 1266 may be used, populated, accessed, and/or updated by a controller, a point-of-sale terminal, a user device, etc. during any of the steps in the method 100. A tabular representation of a possible implementation of, or data structure for, the user database 1266 is illustrated in
The user database 1266 preferably includes a user identifier field 1350 which may contain identifiers or other identifying information for users or customers, potential users or customers, etc., a name field 1352 which may contain information regarding the names of the users or customers identified in the field 1350, a contact information field 1354 which may contain contact information, such as postal addresses, telephone numbers, facsimile telephone number, email addresses, etc. for the users or customers identified in the field 1350, and a payment identifier field 1356 which may contain information regarding credit cards, debit cards, frequent shopping cards, bank accounts, etc. associated with the users or customers identified in the field 1350. While the user database 1266 illustrated in
As previously discussed above, the transaction database 1268 can be used to store information and data regarding transactions for products and services. The transaction database 1268 may be used, populated, accessed, and/or updated by a controller, a point-of-sale device, a user device, etc. during any of the steps of the method 100. A tabular representation of a possible implementation of, or data structure for, the transaction database 1268 is illustrated in
The transaction database 1268 preferably includes a transaction identifier field 1400 which may contain identifiers or other identifying information for transactions initiated or conducted by users or customers, a date/time field 1402 which may contain information regarding the date and time of the transactions identified in the field 1400, a user or customer identifier field 1404 which may contain identifiers or other identifying information for users or customers involved in the transactions identified in the field 1400, and a product/service field 1406 which may list one or more products or services involved in the transactions identified in the field 1400. If desired, a transaction price or total field may also be used with the transaction database to store pricing, customer tender amount, or other information regarding the price of the transactions identified in the field 1400.
In some embodiments, the transaction database 1268 may also store identifiers associated with point-of-sale terminals or other devices, retailers, manufacturers, employees, supplemental products, etc. involved in a transaction. In addition, the transaction database 1268 may also include location information for the controller 202, point-of-sale terminal, user device, employee, retailer, user, etc. involved in the transaction. In some embodiments, the transaction database 1268 may also include a status field which may store information regarding whether or not the users identified in the field 1404 accepted or rejected an offer to purchase a supplemental product. The status field preferably uses at least three values: “ACCEPTED,” “REJECTED,” and “N/A” (for those transactions with no corresponding supplementary product offers). For those embodiments where more than one supplementary product is offered, the status field may also store information relating to which supplementary product was accepted or rejected by a user. Information in the status field may be particularly useful in popularity scoring of potential supplemental products to offer to a user.
While the transaction database 1268 illustrated in
Now referring to
The user device 208 may include one or more output devices 1404 for conveying information, messages to a user, etc., such as a printer, audio speaker, infrared or other transmitter, antenna, display screen or monitor, text to speech converter, etc., as well as one or more input devices 1406 for receiving information, messages, or indications from a user, such as a bar code reader or other optical scanner, infrared or other receiver, antenna, magnetic stripe reader, image scanner, roller ball, touch pad, joystick, touch screen, microphone, computer keyboard, computer mouse, etc. A user device 208 may include a voice recognition system or interactive voice response unit as an input device 1406 to aid in receiving and processing messages, transaction information, etc. The user device 208 may also include a fingerprint scanner or reader, a retinal scanner, a voice analyzer, or other biometrics data input device as an input device 1406.
In addition to the above, the user device 208 may include a memory or data storage device 1408 to store transaction information, software, databases, device drivers, customer information, customer identifications, product information, messages, etc. The memory or data storage device 1408 preferably comprises an appropriate combination of magnetic, optical and/or semiconductor memory, and may include, for example, Random Access Memory (RAM), Read-Only Memory (ROM), a tape drive, flash memory, a floppy disk drive, a ZIP™ disk drive, a compact disc and/or a hard disk.
The user device 208 may also include an internal clock element 1410 to maintain an accurate time and date for the user device 208, create time stamps for information, transaction information, messages, etc. generated or received via the user device 208, etc.
As previously discussed above, possible user devices include a personal computer, portable computer, mobile or fixed user station, workstation, network terminal or server, telephone, beeper, kiosk, dumb terminal, personal digital assistant, facsimile machine, etc. If desired, the user device 208 may also function as the controller 202 or a point-of-sale terminal.
The foregoing description is considered as illustrative only of the principles of the invention. Furthermore, since numerous modifications and changes will readily occur to those skilled in the art, it is not desired to limit the invention to the exact construction and process shown and described above. Accordingly, all suitable modifications and equivalents may be considered as falling within the scope of the invention as defined by the claims which follow. Further, even though only certain embodiments have been described in detail, those having ordinary skill in the art will certainly understand that many modifications are possible without departing from the teachings thereof. All such modifications are intended to be encompassed within the following claims.
The present invention may be embodied as a computer program developed using an object oriented language that allows the modeling of complex systems with modular objects to create abstractions that are representative of real world, physical objects and their interrelationships. However, it would be understood by one of ordinary skill in the art that the invention as described herein can be implemented in many different ways using a wide range of programming techniques as well as general purpose hardware systems or dedicated controllers. In addition, many, if not all, of the steps for the methods described above are optional or can be combined or performed in one or more alternative orders or sequences without departing from the scope of the present invention and the claims should not be construed as being limited to any particular order or sequence, unless specifically indicated.
While specific implementations and hardware configurations for the controller 202, point-of-sale terminal 204, and user device 208 have been illustrated, it should be noted that other implementations and hardware configurations are possible and that no specific implementation or hardware configuration is needed. Therefore, many different types of implementations or hardware configurations can be used in the system 200 and with the method 100 and the methods disclosed herein are not limited to any specific hardware configuration.
Each of the methods described above can be performed on a single computer, computer system, microprocessor, etc. In addition, two or more of the steps in each of the methods described above could be performed on two or more different computers, computer systems, microprocessors, etc., some or all of which may be locally or remotely configured. The methods can be implemented in any sort or implementation of computer software, program, sets of instructions, code, ASIC, or specially designed chips, logic gates, or other hardware structured to directly effect or implement such software, programs, sets of instructions or code. The computer software, program, sets of instructions or code can be storable, writeable, or savable on any computer usable or readable media or other program storage device or media such as a floppy or other magnetic or optical disk, magnetic or optical tape, CD-ROM, DVD, punch cards, paper tape, hard disk drive, ZIP™ disk, flash or optical memory card, microprocessor, solid state memory device, RAM, EPROM, or ROM.
The term “computer-readable medium” as used herein refers to any medium that directly or indirectly participates in providing instructions to a processor for execution. Such a medium may take many forms, including but not limited to, non-volatile media, volatile media, and transmission media. Non-volatile media include, for example, optical or magnetic disks. Volatile media include dynamic random access memory (DRAM), which typically constitutes the main memory. Transmission media include coaxial cables, copper wire and fiber optics, including the wires that comprise a system bus coupled to a processor. Transmission media can also take the form of acoustic, electrical or electromagnetic waves, such as those generated during radio frequency (RF) and infrared (IR) data communications.
The connections or communications between user devices, customer devices, the controller, point-of-sale terminals, retailer devices, etc. discussed herein is only meant to be generally representative of cable, computer, telephone, or other communication or data networks and methods for purposes of elaboration and explanation of the present. The connections are also intended to be representative of, and include all or a part of, the Internet, the World Wide Web, and other privately or publicly operated networks, including wide area networks, local area networks, data communication networks or connections, intranets, routers, satellite links or networks, microwave links or networks, cellular telephone or radio links, fiber optic transmission lines, ISDN lines, T1 lines, etc. In addition, as used herein, the terms “computer,” “user device,” “terminal,” “client,” “device” and “client device” are generally interchangeable and are meant to be construed broadly and to include, but not be limited to, all clients, client devices or machines, personal digital assistants and palm top computers, cash registers, terminals, computers, point-of-sale devices, processors, servers, etc. connected or connectable to a computer or data communications network and all devices on which Internet-enabled software, such as the NETSCAPE COMMUNICATOR™ or NAVIGATOR™ browsers, MOSAIC™ browser, or MICROSOFT INTERNET EXPLORER™ browsers, can operate or be run. The term “browser” should also be interpreted as including Internet-enabled software and computer or client software that enables or allows communication over a computer network and Internet-enabled or World Wide Web enabled, monitored, or controlled devices such as WebTV™ devices, household appliances, phones, etc.
The words “comprise,” “comprises,” “comprising,” “include,” “including,” and “includes” when used in this specification and in the following claims are intended to specify the presence of stated features, elements, integers, components, or steps, but they do not preclude the presence or addition of one or more other features, elements, integers, components, steps, or groups thereof.
Claims
1. A method comprising:
- determining, by at least one of a user device and a second device in communication with said user device, transaction information at said user device;
- determining, by at least one of said user device and said second device, one or more respective scores for one or more of a plurality of possible supplemental products based on said transaction information and one or more of the following: a respective profitability of at least one of said possible supplemental products, a respective popularity of said at least one possible supplemental products, one or more preferences of a user of said user device, a respective number of said at least one possible supplemental products in inventory, a business rule for scoring said plurality of possible supplemental products, and a purchase history of said user of said user device; and
- selecting, by at least one of said user device and said second device, said one or more supplemental products based on said one or more respective scores of said one or more possible supplemental products; and
- providing, via said user device, an indication of said one or more selected supplemental products.
2. The method of claim 1, wherein said selecting comprises choosing a supplemental product that has a respective score higher than at least one other supplemental product of said plurality of possible supplemental products.
3. The method of claim 1, wherein said selecting comprises choosing a supplemental product having a respective score higher than each of said plurality of possible supplemental products.
4. The method of claim 1, wherein said second device comprises at least one of a controller device, a web server, a point-of-sale terminal, and a retailer device.
5. The method of claim 1, wherein providing said indication of said one or more selected supplemental products comprises:
- transmitting, by said user device to said second device, said indication of said one or more selected supplemental products.
6. The method of claim 1, wherein providing said indication of said one or more selected supplemental products comprises:
- outputting, by said user device, said indication of said one or more selected supplemental products.
7. The method of claim 1, wherein said indication includes an offer to sell said one or more selected supplemental products.
8. The method of claim 1, wherein said indication includes an offer to sell said one or more selected supplemental products for an offer amount during said transaction.
9. The method of claim 1, wherein said transaction comprises a purchase of a product, said transaction being conducted by a user and a retailer via a web site.
10. The method of claim 1, further comprising:
- receiving, by said user device, an indication of at least one business rule for scoring possible supplemental products; and
- storing said indication of said at least one business rule.
11. The method of claim 1, further comprising one of the following:
- receiving an indication of an acceptance of an offer to purchase said selected one or more supplemental products; or
- receiving an indication of a rejection of an offer to purchase said selected one or more supplemental products.
12. The method of claim 1, further comprising:
- identifying at least one product category involved in said transaction;
- determining at least one complementary product category for said at least one product category; and
- selecting said plurality of possible supplemental products based on said at least one complementary product category.
13. The method of claim 1, further comprising:
- determining at least one potential replacement product; and
- selecting said plurality of possible supplemental products based on said at least one potential replacement product.
14. The method of claim 1, wherein said transaction information includes at least one of the following:
- a transaction subtotal amount;
- a user identifier;
- a user device identifier;
- a payment identifier;
- a destination identifier;
- a location identifier;
- a point-of-sale terminal location identifier;
- an employee identifier;
- a transaction identifier;
- a product identifier;
- a retailer identifier;
- a point-of-sale terminal identifier;
- a retailer identifier;
- a time for said transaction;
- a date for said transaction;
- credit history of a user;
- characteristics of a user;
- weather information;
- time of day information;
- day of week information;
- holiday information;
- competitor information;
- user demographic information;
- information regarding a user's brand loyalty;
- information regarding a user's brand indifference;
- product quantity information;
- product inventory information; and
- a price for a product being purchased during said transaction.
15. The method of claim 1, further comprising:
- maintaining a transaction database;
- maintaining a database of possible supplemental products; and
- maintaining a user database.
16. A system comprising:
- a processor;
- a communication port connected to said processor, said communication port configured to enable communication between a user device and a second device; and
- a storage device connected to said processor, said storage device storing instructions configured to direct said processor to perform: determining transaction information at said user device; determining one or more respective scores for one or more of a plurality of possible supplemental products based on said transaction information and one or more of the following: a respective profitability of at least one of said possible supplemental products, a respective popularity of said at least one possible supplemental products, one or more preferences of a user of said user device, a respective number of said at least one possible supplemental products in inventory, a business rule for scoring said plurality of possible supplemental products, and a purchase history of said user of said user device; and selecting said one or more supplemental products based on said one or more respective scores of said one or more possible supplemental products; and providing, via said user device, an indication of said one or more selected supplemental products.
17. The system of claim 16, wherein said selecting comprises choosing a supplemental product that has a respective score higher than at least one other supplemental product of said plurality of possible supplemental products.
18. The system of claim 16, wherein said selecting comprises choosing a supplemental product having a respective score higher than each of said plurality of possible supplemental products.
19. The system of claim 16, wherein said second device comprises at least one of a controller device, a web server, a point-of-sale terminal, and a retailer device.
20. The system of claim 16, wherein providing said indication of said one or more selected supplemental products comprises:
- transmitting, by said user device to said second device, said indication of said one or more selected supplemental products.
21. The system of claim 16, wherein providing said indication of said one or more selected supplemental products comprises:
- outputting, by said user device, said indication of said one or more selected supplemental products.
22. The system of claim 16, wherein said indication includes an offer to sell said one or more selected supplemental products.
23. The system of claim 16, wherein said indication includes an offer to sell said one or more selected supplemental products for an offer amount during said transaction.
24. The system of claim 16, wherein said transaction comprises a purchase of a product, said transaction being conducted by a user and a retailer via a web site.
25. The system of claim 16, said instructions being further configured to direct said processor to perform:
- receiving, by said user device, an indication of at least one business rule for scoring possible supplemental products; and
- storing said indication of said at least one business rule.
26. The system of claim 16, said instructions being further configured to direct said processor to perform one of the following:
- receiving an indication of an acceptance of an offer to purchase said selected one or more supplemental products; or
- receiving an indication of a rejection of an offer to purchase said selected one or more supplemental products.
27. The system of claim 16, said instructions being further configured to direct said processor to perform:
- identifying at least one product category involved in said transaction;
- determining at least one complementary product category for said at least one product category; and
- selecting said plurality of possible supplemental products based on said at least one complementary product category.
28. The system of claim 16, said instructions being further configured to direct said processor to perform:
- determining at least one potential replacement product; and
- selecting said plurality of possible supplemental products based on said at least one potential replacement product.
29. The system of claim 16, wherein said transaction information includes at least one of the following:
- a transaction subtotal amount;
- a user identifier;
- a user device identifier;
- a payment identifier;
- a destination identifier;
- a location identifier;
- a point-of-sale terminal location identifier;
- an employee identifier;
- a transaction identifier;
- a product identifier;
- a retailer identifier;
- a point-of-sale terminal identifier;
- a retailer identifier;
- a time for said transaction;
- a date for said transaction;
- credit history of a user;
- characteristics of a user;
- weather information;
- time of day information;
- day of week information;
- holiday information;
- competitor information;
- user demographic information;
- information regarding a user's brand loyalty;
- information regarding a user's brand indifference;
- product quantity information;
- product inventory information; and
- a price for a product being purchased during said transaction.
30. The system of claim 16, said instructions being further configured to direct said processor to perform:
- maintaining a transaction database;
- maintaining a database of possible supplemental products; and
- maintaining a user database.
31. The system of claim 16, wherein said user device comprises said processor.
32. The system of claim 16, wherein said second device comprises said processor.
Type: Application
Filed: Aug 28, 2013
Publication Date: Mar 27, 2014
Applicants: Walker Digital Holdings, LLC (Stamford, CT), Walker Digital, LLC (Stamford, CT)
Inventors: Raymond J. Mueller (Palm Beach Gardens, FL), David H. Douglas (Darien, CT), Andrew S. Van Luchene (Santa Fe, NM), George M. Marrazzo (Camilus, NY), Shane Whalquist (Copell, TX)
Application Number: 14/012,982
International Classification: G06Q 30/02 (20060101);
