See where you stand in AI search, free.
We run you and your top competitors through the assistants your buyers use, on a locked set of non-branded buyer prompts, then hand back a scored benchmark and a 90-day roadmap. The audit is free for brands that could become clients. We review every request before we run it.
A scored benchmark, not a screenshot.
Locked prompt set
20-30 non-branded buyer queries, the questions people ask when they are choosing, run across 3-5 AI engines including ChatGPT, Gemini, Perplexity, Claude, and Google AI Overviews.
AI Share of Voice baseline
Your mention frequency, citation share, and sentiment, scored against three named competitors as standard and up to eight in scope. You see who is winning the answer today and by how much.
Entity & knowledge-graph gap check
How cleanly the models resolve your brand as an entity, across schema, Wikidata, and NAP consistency, and the gaps that stop assistants from trusting and quoting you.
Prioritized 90-day roadmap
The specific, sequenced fixes that move the needle first, scoped so you can act on them with us or in-house. Delivered with a 30-minute walkthrough.
From prompt set to roadmap in weeks.
Scope the prompts
We agree the non-branded buyer queries that decide your category and the named competitors to benchmark against.
Run the engines
Every prompt runs across 3-5 AI assistants, capturing who gets named, cited, and recommended, and how you are framed.
Score & diagnose
We turn the answers into AI Share of Voice, citation share, and sentiment, then trace each gap to its entity or content cause.
Walk the roadmap
A 15-page report and a 30-minute walkthrough.
Common questions
Who is the free audit for?
Brands we could realistically take on as clients. The audit is real work on our side. We review every request before we run it. A work email is only one part of that review. If your request is approved, we contact you to scope the prompts.
What do I get from the Benchmark Audit?
A locked set of 20–30 non-branded buyer prompts run across 7–10 AI engines, your AI Share of Voice scored against named competitors, an entity and knowledge-graph gap check, and a prioritized 90-day roadmap, delivered as a 15-page report with a 30-minute walkthrough.
How long does it take?
Typically a few weeks from the moment we agree the prompt set and competitors. The report lands within five business days of the runs completing.
Is the audit really useful on its own, or just a sales pitch?
On its own. It's a fixed-scope deliverable you can act on with us or in-house. There is no obligation to continue. It also happens to be the clearest way to see which retainer tier the work calls for.
How is this different from a free SEO audit?
A generic SEO audit checks rankings and technical health. This benchmarks how AI assistants name, cite, and frame you versus competitors, on the specific prompts your buyers ask, then ties every gap to its entity or content cause.
Free for brands that could become clients.
We run the full benchmark at no cost for companies we could realistically work with. Every request is reviewed before we start. A work email is only one part of that review. When it's a fit, the findings are yours to act on with us or in-house.