What the Audit Measures
AI citation across ChatGPT, Perplexity, Gemini, and Google AI Overviews for the brand's primary and secondary queries. Where the brand is named, where competitors are named, and which structural patterns the cited brands share.
Google Search rank across the same query set. Map Pack position on local queries with geographic intent. Google Business Profile completeness and trust signals. Schema completeness and validation. Core Web Vitals across the highest-traffic pages.
Why AI Visibility Audits Matter
Brands that have not audited recently are operating on assumptions. They think they show up in ChatGPT because they show up in Google. They do not realize Bing index registration is missing, or that schema is incomplete, or that a competitor with weaker SEO is winning the AI citation because the competitor's structural work is cleaner.
The audit converts assumption into specifics. Once the gaps are named, the fixes are obvious. Until they are named, brands keep spending on adjacent work that does not close the citation gap.
What We Test Across Search Platforms
ChatGPT: prompt the brand's primary and secondary queries; note named brands inside the answers; capture the structural patterns of the cited sources.
Perplexity: same query set, with attention to citation freshness (Perplexity weights recent content heavily).
Gemini: same queries inside the Gemini app and inside Google Search's AI features.
Google AI Overviews: which queries trigger an Overview, which brands appear inside it, which structural patterns the cited pages share.
Google Search and Google Maps: standard ranking and Map Pack position for the brand's category queries.
What Your Audit Reveals
The structural gaps that are gating AI citation right now. The entity-graph repairs that would unlock the most upside in the next 60 days. The query coverage gaps that explain why a competitor is winning category citation.
We also note the 'cheap wins': the moves that take a week to implement and move citation meaningfully. Bing Webmaster Tools registration with IndexNow is almost always one of those on the first audit.
Who Should Request an Audit
Any service brand that suspects it is invisible to ChatGPT or Perplexity. Any team or brokerage whose listing meetings are going to competitors with weaker brands but stronger citation patterns. Any agency that wants a second opinion on whether the current SEO program is reaching the answer engines.
The audit is short (90 minutes) and free with no commitment to engage further. You leave with a written summary regardless.
What Happens After the Audit
If a 10xSearch engagement is the right fit, we scope it during the same call. The first batch of engineered Perfect Pages can ship inside the following week.
If something simpler would solve the problem, we say so and explain the work. We are not the right partner for every brand and we say that directly.
Flat H3s From Original Outline
Here is what we mean by flat H3s From Original Outline in the context of aI search visibility audit. The pillars below are the ones we treat as load-bearing for this topic. It matters because ChatGPT, Perplexity, and Gemini weigh structural signals more heavily than keyword density. If you are at the decision stage, the working session is where we map this to a 30-60-90 day plan.
- ChatGPT Search Testing
- Perplexity Search Testing
- Google AI Overview Testing
- Google Maps Testing
- Website Entity Review
- Technical SEO Review
- Schema Review
- Competitor Visibility Review