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AI Search Visibility

AI Search Visibility is the practice of measuring and improving how a brand appears in AI-generated answers from platforms like ChatGPT, Perplexity, and Google’s AI Overviews. Trellist’s AI Search Visibility Audit tests targeted queries across these platforms to show how your brand is ranked, described, and compared to competitors — because you can rank on page one of Google and still be invisible every time someone asks an AI platform instead.

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What we do

Comprehensive AI Visibility Audit

We test a range of targeted, vertical-specific queries across leading AI search platforms and document how your company is ranked, described, and compared.

Competitive Benchmarking

See how often you’re mentioned relative to competitors, in what context, and where they’re pulling ahead in AI-generated answers.

Citation & Source Analysis

We break down which sources AI platforms cite when discussing your category, and whether your own content shows up as one of them.

Tone & Positioning Review

Beyond simple mentions, we assess how AI platforms characterize your brand — favorably, neutrally, or not at all.

Actionable Content Recommendations

Every audit includes specific, prioritized recommendations, including content optimization, to improve how AI systems represent your brand.

Ongoing Monitoring

AI search results shift as models update. We can track your visibility over time instead of a single snapshot.

We test a range of targeted, vertical-specific queries across leading AI search platforms and document how your company is ranked, described, and compared.

See how often you’re mentioned relative to competitors, in what context, and where they’re pulling ahead in AI-generated answers.

We break down which sources AI platforms cite when discussing your category, and whether your own content shows up as one of them.

Beyond simple mentions, we assess how AI platforms characterize your brand — favorably, neutrally, or not at all.

Every audit includes specific, prioritized recommendations, including content optimization, to improve how AI systems represent your brand.

AI search results shift as models update. We can track your visibility over time instead of a single snapshot.

Our Approach

We start by designing a set of targeted, vertical-specific queries that mirror how real buyers ask AI platforms about your category. We run those queries against ChatGPT/GPT-4 Search, Perplexity AI, and Google’s AI Overviews, then document tone, positioning, citation patterns, and how you compare to named competitors. The result is a structured audit with prioritized, actionable recommendations.

How it compares

An AI Search Visibility Audit measures what AI platforms actually say about your brand in a generated answer, including tone and how you compare to named competitors. That’s different from a traditional SEO audit, which focuses on technical site health and keyword rankings on search results pages — and different from rank tracking tools, which monitor keyword position but generally don’t capture how generative AI describes your brand.

What you get

  • A structured audit report covering what you’ll learn, where we evaluated, and what to do next.
  • The full transcript from our analysis process, so you can see exactly what each platform said.
  • Tailored, prioritized recommendations, with content optimization available as a next step.

Frequently asked questions

How is this different from traditional SEO?
Traditional SEO measures where you rank on a results page. This audit measures what AI platforms actually say about your brand when someone asks.

Which AI platforms do you evaluate?
ChatGPT/GPT-4 Search, Perplexity AI, and Google’s AI Overviews — the platforms most actively reshaping how people begin their research.

What do I actually get at the end of the audit?
A structured audit report, the full transcript from our analysis process, and tailored, prioritized recommendations.

Why work with us

We test the platforms that are already changing where people begin their search, and turn what we find into a clear, actionable report. Most competitors in your space haven’t looked at this yet.

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Want to know what AI is already saying about your brand? Let’s talk about an audit.

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