Free AI-visibility audit

When buyers ask AI for the best in your category, do you show up?

Search is moving into ChatGPT, Perplexity, Gemini and Google’s AI answers. If the engines don’t cite you, you’re invisible at the exact moment of the buyer’s question — no matter how good your SEO is. Most brands have no idea where they stand. This tells you, free.

Measurement-backed, not vibes: I publish the original data on how the engines actually pick which tools they recommend, and I run a 14-site network that scores 82/100on the same audit you’re about to get.

Free. No account. One report, no spam.

The mechanism

AI engines are about 6.5× more likely to cite a brand through third-party pages (roundups, reviews, forums) than through its own website. Being recommended by AI is not your marketing — it’s being the named pick where the engines look.

The gap

Run the “best [your category]” queries in ChatGPT and Perplexity. If a competitor shows and you don’t, that’s lost demand you never see. The audit quantifies it: your Share-of-Voice, the exact queries you’re absent from, and who the engines name instead.

The fix

Crawlability for the AI bots, the structured data that lets engines attribute you, answer-first content they can quote, and the third-party citation surfaces that actually move the needle. The audit hands you a prioritized list.

What you get, free

  • · AI Share-of-Voice — whether the engines cite you, merely mention you, or leave you out across your category’s buying-intent queries.
  • · Query-gap map — the specific prompts where you’re invisible and a competitor isn’t.
  • · Crawlability + schema — can the AI crawlers read and attribute you, and what structured data is missing.
  • · Benchmark — where you stand against the engines’ measured consensus picks in your category (from original research).
  • · Prioritized fix list — what to change, in impact order, with the how.

Honesty floor: the report shows only what the engines actually output at audit time — nothing claimed that wasn’t captured.

Free

The audit

The full report above. Yours to keep, act on, or hand to your team.

Done-for-you

Audit + fixes

I implement the prioritized fixes — schema, answer-first content, citation surfaces — so you actually move.

Ongoing

AI-visibility tracking

Monthly re-audit + a report on what moved. Agencies: white-label it for your clients.

Start with the free audit. Or reach out about done-for-you / white-label.