Intelligent Attribution

AI Penetration: Shaping What AI Knows.

Being cited by AI is not the same as influencing AI. Academic Research, What We Are…
Who does AI Cite and Why?

Note the importance of 3rd Party Citations. This is essentially paid media. If you are a…
People Inc Is Right: Publishers Should Not Enrich AI for Free

What we are reading: People Inc Don’t Trust AI – They Trust Creators, Says People Inc.’s…
Cloudflare’s Monetization Gateway Announcement

Paid Bot Access Will Not Save Journalism. Publisher Value Might. What did Cloudflare announce? Cloudflare’s Monetization…
Paywalls Were Built for Humans. AI Reads the Source.

One of the strangest things about subscription media in the AI era is that many paywalls…
Getting AI to Admit It Does Not Know

Intelligent Attribution for subscription media: make AI say what it does not know yet, then route…
AI Commerce Needs a Neutral Layer

Publishers cannot wait for fairness from companies that have no structural reason to provide it. We…
Visibility Is Not the Endgame

There is a new consensus emerging in publishing. The argument goes something like this: AI is…
Why Media Companies Need to Embrace the Zero-Click Era

By Mathew Sevin On May 19, 2026, Google made a critical announcement that will change the…
Paywall And Subscription Media Solutions In The Age Of AI

PAYWALL AND SUBSCRIPTION MEDIA SOLUTIONS For media companies operating behind a paywall—like The New York Times,…