AI Search Optimization: What to Monitor without a subscription

Procurement wants a line item for "AI search." A vendor demo shows green citation bars for category prompts. Your team still has not confirmed whether GPTBot can fetch pricing or docs after last week's theme deploy.

We split AI search work into two layers. Prompt-level citations need GEO or visibility SaaS. Fetchability on named URLs does not: robots.txt policy, HTTP health, and lab Core Web Vitals on the routes buyers actually need.

Before you sign a visibility contract, you can still run a useful baseline:

• Fetch production robots.txt and note rules for GPTBot and other AI user-agents the client names.

• Build a ten-to-twenty URL list by intent (pricing, PDPs, docs, checkout where tests are allowed).

• Record status codes, redirect hops, and mobile plus desktop lab vitals on that list.

• Schedule recurring PageSpeed tests so theme and CDN changes do not erase the baseline overnight.

A green citation chart next to a checkout that times out for crawlers is still an incomplete story. We schedule lab tests and budgets across client sites; we do not score ChatGPT mentions.

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