AI Visibility Audit
01Where you appear (and don't) in ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews — across 50–150 buyer queries.
AI Search Visibility be present in the answer.
B2B buyers now form opinions inside AI chats before they ever visit a website. If your category, product, and point of view aren't represented in those answers, you're invisible at the most decisive moment of the journey.
Overview
What this engagement actually does.
AI visibility is its own discipline — overlapping with SEO but distinct from it. We engineer for the way LLMs retrieve, cite, and synthesize information about your company and category. That means clean entity data, authoritative source coverage, structured content for retrieval, and a citation strategy across the publications and platforms AI systems actually weight. We monitor your presence in ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews — and tune the system based on what's actually surfacing.
Right Fit If
- B2B companies whose buyers research with AI before reaching out.
- Categories where AI answers are already shaping the shortlist.
- Companies with strong product reality but weak presence in third-party sources LLMs trust.
- Teams who recognize that 'traditional SEO' is necessary but no longer sufficient.
Deliverables
What you get, tangibly.
Concrete artifacts and systems — not slide decks that gather dust.
Entity Graph
02How you're represented across Wikipedia, Wikidata, Crunchbase, G2, and other sources LLMs weight heavily.
Citation Strategy
03Targeted earned coverage in the publications and listicles AI systems actually retrieve from.
Retrieval-Ready Content
04Structured pages — comparisons, definitions, opinionated takes — formatted for citation, not just ranking.
Schema Implementation
05Organization, Product, FAQ, HowTo, and Article schema that gives AI systems unambiguous facts.
Monitoring System
06Quarterly tracking of share-of-voice in AI answers across priority queries.
Outcomes
Indicators that the system is working.
Representative outcomes from mature engagements. Every business is different — we set targets together.
3–6 Mo
To meaningful AI answer presence
+5×
Branded citations across LLM responses
1 System
Aligned across SEO, PR, and content
How It Works
A predictable engagement. Not a black box.
01
Audit
Map current AI visibility and the gaps that matter most.
02
Engineer
Fix the entity graph, schema, and content structure.
03
Earn
Build citations in sources LLMs actually retrieve from.
04
Monitor
Track share-of-voice and tune what's working.
FAQ
Questions about this service.
Don't see your question? Bring it to the audit.
- Isn't this just SEO?
- It overlaps but isn't the same. Ranking #1 on Google doesn't guarantee inclusion in an AI answer. Different signals, different sources, different content structure.
- Can you guarantee we appear in ChatGPT?
- Nobody can. We can guarantee the right inputs — entity clarity, citation footprint, retrievable content. The systems that ingest that data are improving fast.
- How long until we see results?
- Initial citation lift typically appears in 60–90 days. Compounding share-of-voice changes are a 6–12 month curve.
Related
Capabilities that strengthen this one.
Next Step
Diagnose your ai search visibility in 30 minutes.
A working audit, not a sales call. Bring your sharpest questions — leave with a clearer picture of what's actually broken and what would move the needle.