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§ § · Field notes

How to Build an AI Search Visibility Baseline

Before promising improvement, document what is visible today. A baseline makes later comparisons less subjective.

GEO · 2026-10-15 · 5 min read

§ Key takeaway

Choose relevant prompts, repeat the context, record citations, and report limitations alongside results.

Choose prompts from real intent

Start with calls and forms. Write prompts for distinct needs: finding a provider, comparing a service, understanding quote factors, or checking coverage. Avoid a long list of near-duplicates.

Save exact wording and location. Record relevant product settings so future checks are comparable.

Record what the interface shows

For each run, note:

  • 01Was the business named, omitted, or described inaccurately?
  • 02Did the answer show a citation, and which URL?
  • 03Were service area, hours, and key facts correct?
  • 04Which other sources appeared?
  • 05Did analytics show a relevant visit?

Add technical context and repeat

Confirm public pages are crawlable and internally linked. OpenAI documents OAI-SearchBot access for ChatGPT Search; Google says AI features rely on ordinary Search eligibility and foundational SEO.

Use webmaster reports alongside manual samples. Repeat a small prompt set, record site changes, and account for product updates. A baseline cannot promise a fixed timeline or percentage lift.

§ 06 · Put this into practice

Want a clear plan for your business?

Start with a plain-English look at your website and the next useful improvements.