Visibility Audit
A map of every prompt that matters in your category — and exactly where you rank on each. Delivered in 10 days.
- Citation share across six engines.
- Benchmark against three competitors you pick.
- Live dashboard + bound report you keep.
We get your brand cited in ChatGPT, Gemini, Claude and Perplexity — by the sources those models already trust. You show up on the shortlist your buyers actually see.
Platform names used for reference. Canon is independent and not affiliated with OpenAI, Google, Anthropic, Perplexity, xAI or Microsoft.
The models already picked the shortlist. Your buyers see three brands in the answer — and ask about those three. If you’re not on that shortlist, your pipeline is already being decided by a retrieval algorithm you’ve never optimised for.
Only ~12% of AI citations overlap with Google’s top ten. The models read a different map. If your playbook is still SEO, you’re optimising for the wrong surface.
of AI citations come from Reddit.
Semrush · 150k citations analysed
conversion on AI traffic. 4× Google organic.
AI vs SEO benchmark studies
of AI traffic hides in GA4 as “Direct”.
Referrer headers stripped on redirect
weekly ChatGPT users. And rising.
OpenAI reporting, 2026
We analyse the brands the models actually cite — so you can see what’s moving, and what isn’t.
A map of every prompt that matters in your category — and exactly where you rank on each. Delivered in 10 days.
We build your brand into the sources the models already cite. You appear in the answer, not just in the rankings.
A rhythm, not a deck. Every 30 days you see what moved, what didn’t, and what’s next.
Illustrative. Real engagements adjust to your category and starting position.
Prompt pack built for your category. Benchmark vs three competitors. Every gap, in black and white.
G2 and Capterra tuned. Comparison pages published. Authentic forum contributions where you genuinely help.
You start seeing your name in ChatGPT and Perplexity answers where you weren’t before. Measurement framework goes live.
A single-page report. What moved, what didn’t, and the two to three plays that deserve your attention next quarter.
No. Only ~12% of AI citations overlap with Google’s top ten results — the models read a different map. SEO and AEO share DNA; they’re not the same discipline.
Those are dashboards that tell you what’s happening. We do the work that changes what’s happening — G2 rebuilds, Reddit contributions, YouTube appearances, forum answers. Monitoring from outside, versus building into the sources themselves.
Anyone who guarantees citations across ChatGPT, Gemini, Claude and Perplexity is lying — retrieval is stochastic and the models change monthly. What we guarantee: the placements, the measurement, and the honesty about what moved.
They will — and not just ChatGPT. Every engine (Gemini, Claude, Perplexity, Copilot, Grok) shifts its retrieval logic every few months. Our work is durable because we don’t chase algorithm tricks — we build real authority in real sources. The placements that earn trust today are the ones the next retrieval pass keeps reading tomorrow, whichever model runs it.
Dashboards tell you what’s happening. We do the work that changes it. The first audit is on me — if it doesn’t earn the next call, I haven’t done my job.
You leave with the gaps, the sources and the first three moves — whether you work with us or not.