All

9th Annual Retailer Preference Index (RPI) for U.S. Grocery

Discover dunnhumby’s 9th Annual Retailer Preference Index (RPI) for U.S. Grocery — actionable insights from thousands of shopper responses to help grocers drive loyalty and competitive advantage.

From pilots to production: how to embed AI in the everyday

Agentic Commerce: How to win and retain customer loyalty

Retail innovation in 2026: Key AI Adoption Themes

Retail media: the new blueprint for growth

Cost pressures, changing expectations, and making better choices more affordable: our retail trends for 2026

AI and data science in 2026: the trends everyone’s talking about

Second Annual Retailer Preference Index (RPI) – Canada

Measurement, consolidation, and agentic AI: five trends set to shape the face of retail media in 2026

Webinar On-Demand | Consumer Pulse: Shaping What’s Next – Insights for 2026

Five loyalty and personalisation trends that will shape the year ahead

Differentiation, loyalty, and growth: winning with private brands

2025 dunnhumby Retailer Preference Index – QSR Edition

Redefining Food Away from Home: How C-Stores and QSRs Are Colliding

A bold look at the future of retail at the 2025 Retail Innovation Forum

2025 dunnhumby Retailer Preference Index – Convenience Channel Edition

“Contactability”: the bridge between strategy and the customer

Canada Consumer Trends Tracker | Behaviors and Expectations of the Modern Retail Customer

United States Consumer Trends Tracker | Behaviors and Expectations of the Modern Retail Customer

Webinar On-Demand | AI, Trust, and the Modern Retail Customer: Trends and Strategies for Success

The now, next, and near-term applications of AI in retail

A summer that sleighs: how Kiwi brands can make this Christmas a cracker

Cookie	Description
cli_user_preference	The cookie is set by the GDPR Cookie Consent plugin and is used to store the yes/no selection the consent given for cookie usage. It does not store any personal data.
cookielawinfo-checkbox-advertisement	Set by the GDPR Cookie Consent plugin, this cookie is used to record the user consent for the cookies in the "Advertisement" category .
cookielawinfo-checkbox-analytics	Set by the GDPR Cookie Consent plugin, this cookie is used to record the user consent for the cookies in the "Analytics" category .
cookielawinfo-checkbox-necessary	This cookie is set by GDPR Cookie Consent plugin. The cookies is used to store the user consent for the cookies in the category "Necessary".
CookieLawInfoConsent	The cookie is set by the GDPR Cookie Consent plugin and is used to store the summary of the consent given for cookie usage. It does not store any personal data.
viewed_cookie_policy	The cookie is set by the GDPR Cookie Consent plugin and is used to store whether or not user has consented to the use of cookies. It does not store any personal data.
wsaffinity	Set by the dunnhumby website, that allows all subsequent traffic and requests from an initial client session to be passed to the same server in the pool. Session affinity is also referred to as session persistence, server affinity, server persistence, or server sticky.

Cookie	Description
passster	Set by Passster to remember that a visitor has entered a correct password, so they don’t have to re-enter it across protected pages.
wordpress_test_cookie	WordPress cookie to read if cookies can be placed, and lasts for the session.
wp_lang	This cookie is used to remember the language chosen by the user while browsing.

Cookie	Description
fs_cid	Set by FullStory to correlate sessions for diagnostics and session consistency; not always set.
fs_lua	Set by FullStory to record the time of the user’s last activity, helping manage session timeouts.
fs_session	Set by FullStory to manage session flow and recording. Not always visible or applicable across all implementations.
fs_uid	Set by FullStory to uniquely identify a user’s browser. Used for session replay and user analytics. Does not contain personal data directly.
VISITOR_INFO1_LIVE	Set by YouTube to estimate user bandwidth and improve video quality by adjusting playback speed.
VISITOR_PRIVACY_METADATA	Set by YouTube to store privacy preferences and metadata related to user consent and settings.
vuid	Vimeo installs this cookie to collect tracking information by setting a unique ID to embed videos to the website.
YSC	Set by YouTube to track user sessions and maintain video playback state during a browser session.
_ga	The _ga cookie, installed by Google Analytics, calculates visitor, session and campaign data and also keeps track of site usage for the site's analytics report. The cookie stores information anonymously and assigns a randomly generated number to recognise unique visitors.
_ga_*	Set by Google Analytics to persist session state.
_gid	Installed by Google Analytics, _gid cookie stores information on how visitors use a website, while also creating an analytics report of the website's performance. Some of the data that are collected include the number of visitors, their source, and the pages they visit anonymously.
_lfa	This cookie is set by the provider Leadfeeder to identify the IP address of devices visiting the website, in order to retarget multiple users routing from the same IP address.
__Secure-ROLLOUT_TOKEN	YouTube sets this cookie via embedded videos to manage feature rollouts.

Cookie	Description
aam_uuid	Set by LinkedIn, for ID sync for Adobe Audience Manager.
AEC	Set by Google, ‘AEC’ cookies ensure that requests within a browsing session are made by the user, and not by other sites. These cookies prevent malicious sites from acting on behalf of a user without that user’s knowledge.
AMCVS_14215E3D5995C57C0A495C55%40AdobeOrg	Set by LinkedIn, indicates the start of a session for Adobe Experience Cloud.
AMCV_14215E3D5995C57C0A495C55%40AdobeOrg	Set by LinkedIn, Unique Identifier for Adobe Experience Cloud.
AnalyticsSyncHistory	Set by LinkedIn, used to store information about the time a sync with the lms_analytics cookie took place for users in the Designated Countries (which LinkedIn determines as European Union (EU), European Economic Area (EEA), and Switzerland).
bcookie	LinkedIn sets this cookie from LinkedIn share buttons and ad tags to recognise browser ID.
bscookie	LinkedIn sets this cookie to store performed actions on the website.
DV	Set by Google, used for the purpose of targeted advertising, to collect information about how visitors use our site.
gpv_pn	Set by LinkedIn, used to retain and fetch previous page visited in Adobe Analytics.
lang	Session-based cookie, set by LinkedIn, used to set default locale/language.
lidc	Set by LinkedIn, used for routing from Share buttons and ad tags.
lidc	LinkedIn sets the lidc cookie to facilitate data center selection.
li_gc	Set by LinkedIn to store consent of guests regarding the use of cookies for non-essential purposes.
li_sugr	Set by LinkedIn, used to make a probabilistic match of a user's identity outside the Designated Countries (which LinkedIn determines as European Union (EU), European Economic Area (EEA), and Switzerland).
lms_analytics	Set by LinkedIn to identify LinkedIn Members in the Designated Countries (which LinkedIn determines as European Union (EU), European Economic Area (EEA), and Switzerland) for analytics.
lpv[AccountID]	This cookie is set by Salesforce Marketing Cloud Account Engagement. Prevents counting multiple page views within a short window to avoid duplicate tracking.
NID	Set by Google, registers a unique ID that identifies a returning user’s device. The ID is used for targeted ads.
OGP / OGPC	Set by Google, cookie enables the functionality of Google Maps.
OTZ	Set by Google, used to support Google’s advertising services. This cookie is used by Google Analytics to provide an analysis of website visitors in aggregate.
s_cc	Set by LinkedIn, used to determine if cookies are enabled for Adobe Analytics.
s_ips	Set by LinkedIn, tracks percent of page viewed.
s_plt	Set by LinkedIn, this cookie tracks the time that the previous page took to load.
s_pltp	Set by LinkedIn, this cookie provides page name value (URL) for use by Adobe Analytics.
s_ppv	Set by LinkedIn, used by Adobe Analytics to retain and fetch what percentage of a page was viewed.
s_sq	Set by LinkedIn, used to store information about the previous link that was clicked on by the user by Adobe Analytics.
s_tp	Set by LinkedIn, this cookie measures a visitor’s scroll activity to see how much of a page they view before moving on to another page.
s_tslv	Set by LinkedIn, used to retain and fetch time since last visit in Adobe Analytics.
test_cookie	Set by doubleclick.net (part of Google), the purpose of the cookie is to determine if the users' browser supports cookies.
U	Set by LinkedIn, Browser Identifier for users outside the Designated Countries (which LinkedIn determines as European Union (EU), European Economic Area (EEA), and Switzerland).
UserMatchHistory	LinkedIn sets this cookie for LinkedIn Ads ID syncing.
UserMatchHistory	This cookie is used by LinkedIn Ads to help dunnhumby measure advertising performance. More information can be found in their cookie policy.
visitor_id[AccountID]	This cookie is set by Salesforce Marketing Cloud Account Engagement. Unique visitor identifier used to recognize returning visitors and track their behavior.
visitor_id[AccountID]-hash	This cookie is set by Salesforce Marketing Cloud Account Engagement. Secure hash of the visitor ID to validate the visitor and prevent tampering.
yt-remote-connected-devices	YouTube sets this cookie to store the video preferences of the user using embedded YouTube video.
_gcl_au	Set by Google Tag Manager to store and track conversion events. It is typically associated with Google Ads, but may be set even if no active ad campaigns are running, especially when GTM is configured with default settings. The cookie helps measure the effectiveness of ad clicks in relation to site actions.