- What to publish when a product changes
A checklist for a new model, a changed specification or a discontinued product, so AI answers stop repeating the old version. - Seven questions to ask an AI visibility vendor
What to ask before paying for AI visibility monitoring or optimisation, and what a good answer sounds like. - Product page AI-readiness checklist
Twelve checks for whether an AI system can identify your product, read its facts and link its page — each takes under a minute. - Product identifier checklist
GTIN, MPN, variants and canonical URLs: the identifiers that let AI systems match your product across sellers. - Before you report AI traffic to your team
Five checks that stop a crawler count from being presented as AI visibility in an internal report. - Running a before-and-after test on AI answers
How to set up a change to a product page so that a difference in AI answers afterwards can actually be attributed to it.
The evidence rules the lists refer to are at /evidence.