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Field guide

How do you measure AI visibility without lying to yourself?

Short answer

Your analytics is under-reporting this channel, and not by a rounding error.

Section 01

So measure two things instead of one: the traffic you can see, and the answers themselves.

Section 02

Track the visits (imperfectly)

Build one GA4 segment for referrers containing chatgpt, openai, perplexity, gemini, claude, copilot. Watch the trend, not the absolute number. Keep an eye on direct traffic to deep pages — that's often AI in disguise.

Section 03

Track the answers (the real KPI)

Keep a list of 20 prompts a customer would really type. Run them monthly across the main assistants. Log: were you mentioned, in what position, cited from where, and was anything wrong. That spreadsheet is your scoreboard.

Section 04

Also: just ask people

Add "How did you hear about us?" to your booking form or enquiry email, with "an AI assistant (ChatGPT, Gemini, etc.)" as an option. Devastatingly low-tech. Frequently the most accurate data you'll own all year.

And set expectations properly: entity fixes and fresh reviews tend to show up in answers over weeks, not days, because retrieval and caches lag. If someone promises you results by Friday, keep your hand on your wallet.

Figures are dated snapshots of a fast-moving field. Last reviewed .

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This chapter is part of Get Seen by the Robots, also available as a free PDF: Download the PDF version.

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