
Data Mining Is the Training Pipeline
Behavioral exhaust is no longer fuel for ads. It is the substrate of the systems that now answer the buyer's question — ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews.

Behavioral exhaust is no longer fuel for ads. It is the substrate of the systems that now answer the buyer's question — ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews.

A little while ago Google announced that it had redesigned Google Images in order to “provide a better search experience”. When making the changes, they took in considerations feedback from both users and webmasters. With the new version, users can flip through images using only keyboard, can see the detailed information about the image (the metadata) in the lower part of the photo.

The PR and marketing technology stack has been rebuilt since 2020. AI-native tools, GEO platforms, creator management, and Citation Share monitoring — the complete 2026 guide to what the industry is actually running on.

Bringing you 30 ideas to create your own potentially viral content, ideas that will inspire you every day, and will help you fill your site with content that resonates with your audiences, and establishes you as a thought leader.

How Dunkin' built one of America's most visible consumer brands. Ownership, timeline, the 2018 rebrand, crisis comms, criticism, the Charli D'Amelio playbook, and Dunkin' in AI search.

EPR's canonical Instagram entity profile. Two billion users, $70B+ in ad revenue, and an increasingly thin signal inside ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews. The Citation Share framing every brand on Instagram now needs.

Paid social advertising is in structural decline. CACs are up, targeting precision is down, ROAS has fallen for three consecutive years. What's replacing it: creators, community, Reddit, AI recommendation engines, and a different measurement stack.

The executive briefing on SEO, GEO, and AI Visibility. SEO in one paragraph. GEO in one paragraph. What CEOs need to know. What CMOs need to know. What boards ask. The Executive SEO/GEO Briefing Template.

Google Analytics is a service that’s been available for many years now. You'd think that businesses went from traffic to other indicators in analyzing their online presence. You'd generally be wrong, as 73% of businesses are still using traffic in their reports, according to a new study.

Pinterest is a search engine that looks like a mood board. 619 million users plan purchases here. Pins compound for years. The AI engines now retrieve from boards. The 2026 operating playbook for owning the search bar.