Weekly page monitoring
Each week the Lab fetches your tracked pages as live AI agents and as a rendering browser. It stores status, text received, main text ratio, first content offset and sentence survival for every page.
Regression alerts you can trust
Regressions compare what the agent received this week with last week. Claim regressions re-check last week's surviving sentences against the new read, so you see a real change in the page, not noise.
Competitor reads
The Lab reads competitor pages with the same agents and the same measures, so you can see who the agent can read and who it cannot.
Prompt library
A library of buyer-intent prompts built from your category runs across ChatGPT, Claude, Gemini and Perplexity, so citation movement lines up with the pages that changed.
From alert to verified fix
Every regression becomes a sprint task with a verification step. After you ship, the Lab re-reads the page and closes the task when the signal passes.