AI engine visibility
Whether your brand actually surfaces inside ChatGPT, Perplexity, Google AI Overviews, and Claude when prospects ask the kinds of questions that lead to deals — and which competitors are showing up instead.
New discipline
How visible are you inside ChatGPT, Perplexity, and the next generation of AI answer engines?
The AI-Readiness Audit scores how AI engines see your brand today, where the gaps are versus your competitors, and what to fix first. The audit runs in a separate sub-app at app.nyman.media; it’s free and takes a few minutes.
Inside the report
What the audit actually checks
Citation quality
Which pages are being cited (and which aren't), whether the cited content is accurate and current, and whether you control the source or somebody else does.
Structured data + crawl surface
Schema.org coverage, sitemap depth, robots posture, content freshness — the boring infrastructure that decides whether AI engines can read you at all.
Content & topical authority gaps
Where your competitors have built genuine topical authority and you haven't, ranked by how much it would actually move the needle on revenue-shaped queries.
Sequenced fix-list
Not a 200-item dump. A short, ranked list of fixes with expected lift, owner pattern, and estimated effort — the kind of plan a marketing team can actually run in weeks, not quarters.
The AI-search shift
Why this matters now
A meaningful share of B2B research is moving from classical search into AI answer engines. The brands that ChatGPT, Perplexity, and Google AI Overviews already trust as sources are accumulating an increasingly defensible advantage; the brands they don’t are getting quietly skipped over in deals they would have won six months ago. The audit gives you a clean, scored read on which side of that line you’re currently on — and what to do next.