IP Library Granted Patent US 9,762,428
Granted Patent B2
US 9,762,428 · App. 13/739,950 · Granted Sep 12, 2017

Identifying and assigning metrics to influential user generated content

Inventors: Garrett Eastham (Austin, TX); Oliver Wong (Austin, TX); Andrew Chen (Austin, TX)
Assignee: Bazaarvoice, Inc.
H04L29/0809H04L67/025H04L67/22
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Quick Facts
Patent No.
US 9,762,428
App. No.
13/739,950
Granted
Sep 12, 2017
Kind
B2
Abstract

Techniques for collecting data indicative of one or more browsing behaviors (e.g., completing a transaction on a website) are described. User generated content (UGC) that affects user behavior may be identified, such as product reviews that, if read by a user, are statistically more likely to cause that user to make a purchase. A metric may be assigned to particular user generated content, where the metric indicates an extent to which the particular user generated content is associated with a particular browsing behavior. Based on the assigned metric, particular UGC may be included in a web page. For example, the product review that is most likely to cause a user to make a purchase may be placed in a prominent location on a web page in order to increase sales and revenue. Browsing behaviors may be positive or negatively associated, and metrics assigned to UGC may be based on visibility.

Claims (45)

1. A method, comprising:

a computer system receiving data from tracking code injected in a web page of a first web site loaded by a web browser of a user computer, wherein the tracking code is executable to individually track visibility of a plurality of distinct items of user generated content (UGC) that are part of the web page, wherein the UGC describes experiences with one or more particular goods or services, and wherein the received data relates to individual amounts of time that each of the plurality of distinct items of UGC is visible on a display of the user computer;

based on the received data, the computer system assigning a plurality of numeric impact metric values that each correspond to a respective one of the plurality of distinct items of UGC, wherein ones of the plurality of numeric impact metric values are based at least in part on the amounts of time that the plurality of distinct items of UGC were visible on the user computer, and wherein each numeric impact metric value is further based in part on whether the corresponding one of the plurality of distinct items of UGC was associated with a purchase transaction, and wherein the assigning includes:

determining that an amount of time that a particular one of the plurality of distinct items of UGC was visible exceeded a threshold amount; and

in response to the determining, precluding the amount of time from an assignment of a numeric impact metric value of the particular distinct item of UGC;

the computer system receiving a request for UGC from a second, different web site; and

the computer system determining whether to provide one or more of the plurality of distinct items of UGC to the second web site for display, wherein the determining is based, at least in part, on the plurality of numeric impact metric values.

2. The method of claim 1 , wherein the UGC includes personal reviews of at least one of the one or more particular goods or services.

3. The method of claim 1 , wherein assigning the plurality of numeric impact metric values is based at least in part on two or more browsing behaviors, including at least one negatively associated browsing behavior.

4. The method of claim 1 , wherein assigning the plurality of numeric impact metric values one or more metrics is based at least in part on at least one positively associated browsing behavior.

5. The method of claim 1 , wherein assigning a particular metric value to another particular one of the distinct items of UGC is based at least in part on the other particular item of UGC being visible on the display of the user computer for at least a threshold amount of time.

6. The method of claim 1 , wherein assigning a particular metric value to a particular another one of the distinct items of UGC is based at least in part on at least a threshold portion of the other particular item of UGC being visible on the display of the user computer.

7. The method of claim 1 , further comprising the computer system determining whether to cause future display of one or more of the plurality of distinct items of UGC based, at least in part, whether a purchase of a particular good or service was made via the web page.

8. A computer readable storage medium having stored thereon instructions that are executable by a computing device to cause the computing device to perform operations comprising:

receiving data from tracking code injected in a web page of a webpage of a first web site loaded by a web browser of a user computer, wherein the tracking code is executable to individually track visibility of a plurality of distinct items of user generated content (UGC) that are part of the web page, wherein the UGC describes experiences with one or more particular goods or services, and wherein the received data relates to individual amounts of time that each of the plurality of distinct items of UGC is visible within a specific area of the web browser;

based on the received data, assigning a plurality of numeric impact metric values that each correspond to a respective one of the plurality of distinct items of UGC, wherein ones of the plurality of numeric impact metric values are based at least in part on the amounts of time that the plurality of distinct items of UGC were visible on the user computer, and wherein each numeric impact metric value is further based in part on whether the corresponding one of the plurality of distinct items of UGC was associated with a purchase transaction, and wherein the assigning includes:

determining that an amount of time that a particular one of the plurality of distinct items of UGC was visible exceeded a threshold amount; and

in response to the determining, precluding the amount of time from an assignment of a numeric impact metric value of the particular distinct item of UGC;

receiving a request for UGC from a second, different web site; and

determining whether to provide one or more of the plurality of distinct items of UGC to the second web site for display, wherein the determining based, at least in part, on the plurality of numeric impact metric values.

9. The computer readable storage medium of claim 8 , wherein the operations further comprise:

based at least in part on a particular one of the assigned plurality of numeric impact metric values, causing a particular item of the UGC to be included in a dynamically generated web page associated with a specific one of the one or more particular goods or services.

10. The computer readable storage medium of claim 8 , wherein the operations further comprise:

accessing demographic information associated with a user of the web browser; and

wherein the assigning the plurality of numeric impact metric values is based at least in part on the demographic information.

11. The computer readable storage medium of claim 8 , wherein the operations further comprise calculating one or more numeric values based at least in part on one or more browsing behaviors within the web browser, wherein the assigned plurality of numeric impact metric values include the one or more calculated numeric values.

12. A computer system, comprising:

a processor; and

a computer readable storage medium having stored thereon instructions that are executable by the computer system, using the processor, to cause the computer system to perform operations comprising:

receiving data from tracking code injected in a web page of a first web site rendered by a web browser of a user computer, wherein the tracking code is executable to individually track visibility of a plurality of distinct items of user generated content (UGC) that are part of the web page, wherein the UGC describes experiences with one or more particular goods or services, and wherein the received data relates to a first amount of time that a first one of the plurality of distinct items of UGC is visible on a display of the user computer and a second amount of time that a second one of the plurality of distinct items of UGC is visible on the display;

based on the received data, assigning a first numeric impact metric to the first item of UGC based at least in part on the first amount of time that the first item of UGC was visible on the user computer, and wherein the first numeric impact metric is based further in part on whether the first item of UGC was associated with a purchase transaction;

based on the received data, assigning a second numeric impact metric to second item of UGC, wherein assigning the second numeric impact metric includes:

determining that the second amount of time that the second item of UGC was visible exceeded a threshold amount; and

in response to the determining, precluding the second amount of time from an assignment of the second numeric impact metric;

receiving a request for UGC from a second, different web site; and

determining whether to provide the first and second items of UGC to the second web site for display, wherein the determining is based, at least in part, on the assigned first and second numeric impact metrics for the first and second items of UGC.

13. The computer system of claim 12 , wherein the operations further comprise:

determining, based at least in part on the assigned first numeric impact metric, that the first item of UGC should be included in a particular web page related to a particular good or service; and

based at least in part on said determining to include the first item of UGC, transmitting the particular item of UGC to a second computer system that is configured to cause the first item of UGC to be presented in the particular web page.

14. The computer system of claim 12 , wherein the operations further comprise:

based at least in part on the assigned first numeric impact metric, associating an account of a submitter of the first item of UGC with a particular status; and

based at least in part on the particular status, assigning a different numeric impact metric to a different item of UGC generated by the account of the submitter, wherein the different item of UGC is for a different good or service than a good or service to which the first item of UGC relates.

15. The computer system of claim 12 , wherein the operations further comprise:

based at least in part on a value of the assigned first numeric impact metric, transmitting an alert to a provider of a particular good or service to which the first item of UGC relates.

16. The computer system of claim 12 , wherein assigning the first numeric impact metric is based at least in part on a user of the web browser navigating, within the web browser, away from a web page corresponding to a particular good or service.

Assignments (6)
RELEASE OF SECURITY INTEREST RECORDED AT 044804/0452 Recorded May 12, 2021
From: GOLUB CAPITAL MARKETS LLC
To: BAZAARVOICE, INC.
Reel/Frame 056208/0562 →
SECURITY INTEREST Recorded May 8, 2021
From: BAZAARVOICE, INC.; CURALATE, INC.
To: ALTER DOMUS (US) LLC
Reel/Frame 056179/0176 →
SECURITY INTEREST Recorded Feb 1, 2018
From: BAZAARVOICE, INC.
To: GOLUB CAPITAL MARKETS LLC
Reel/Frame 044804/0452 →
RELEASE OF SECURITY INTEREST Recorded Jan 18, 2018
From: COMERICA BANK
To: BAZAARVOICE, INC.
Reel/Frame 044659/0465 →
AMENDED AND RESTATED INTELLECTUAL PROPERTY SECURITY AGREEMENT Recorded Nov 26, 2014
From: BAZAARVOICE, INC.
To: COMERICA BANK, AS AGENT
Reel/Frame 034474/0627 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Feb 21, 2013
From: EASTHAM, GARRETT; WONG, OLIVER; CHEN, ANDREW
To: BAZAARVOICE, INC.
Reel/Frame 029851/0179 →
Continuity (2)
Provisional Application 61585430 · Jan 11, 2012
Related Publication 20130179794A1 · Jul 11, 2013