Three of the biggest names in search and AI plan to honor a shared robots.txt signal for training, but only on paper so far, while Reddit and a small Shepard test put the price of AI visibility under a harsher light.

Opting Out, On Paper: One Signal, Three Different Deals

The companies say they will read a single robots.txt group as an AI training opt-out, yet support is still planned and the consequences differ by vendor. Illyes adds a reminder that who is crawling you is itself worth verifying.

Clicks And Visits: The Price Of AI Visibility

Two data points push on the same question from opposite sides: what AI surfaces actually earn, and what a platform says it loses when they grow.

One platform is turning community chatter into indexable pages, while new travel data shows that winning one AI engine does not mean winning another.

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