Entity engineering
We map your brand's presence in the Google Knowledge Graph and across LLM training corpora — then close the gaps that keep you out of AI answers.
// Service_02
Generative Engine Optimization audits. Get cited by AI.
ChatGPT, Perplexity, Gemini, and Google AI Mode pull from the same signals. We engineer the entity, schema, and citation surfaces that get your brand into the answer.
AI Overviews now appear on roughly 40% of commercial queries. Brands that aren't structured to be cited become invisible — even if they rank #1 in classic SERPs. Our GEO audit reverse-engineers exactly which queries cite your competitors, why, and what it takes to displace them.
14K+
AI citations earned
4 engines
Tracked weekly
~40%
Of queries now have AIO
180-day
Money-back window
Structured-data citation surfaces
Product, Organization, FAQ, HowTo, Review — layered correctly, these become the snippets AI engines paraphrase verbatim.
Off-site citation strategy
AI engines weight third-party mentions heavily. We identify the publications, directories, and databases that drive citation lift in your category.
AI visibility tracking
Weekly tracking of your presence in ChatGPT, Perplexity, Gemini, and AI Overviews — by query, by engine, by competitor share-of-voice.
// The_Contract
The 180-day money-back guarantee.
We can promise this because our methodology already works. Hundreds of pages now sit in position #1 across our clients' catalogs. The risk shouldn't be on you — it's on us.
- 01We run the full 10-stage audit and deliver a sequenced 90-day plan.
- 02You implement our recommendations (or hire us to implement them).
- 03If you don't see measurable ranking and revenue improvement in 3–6 months — we refund you. In full.
// Frequently_Asked
Questions about this engagement.
What's the difference between SEO and GEO?+
SEO targets blue links in classic SERPs. GEO targets the synthesized AI answer. They share signals (E-E-A-T, schema, authority) but the optimization surface is different.
Can you guarantee citations in ChatGPT?+
No one can — and anyone who claims to is lying. What we guarantee is the methodology and the lift in measurable share-of-voice. Full money-back if results miss.
Which AI engines do you optimize for?+
Google AI Overviews & AI Mode, ChatGPT (with browsing), Perplexity, Gemini, and Claude. Bing Copilot and others on request.
How is AI Mode different from AI Overviews?+
AI Overviews are the inline AI answer above the blue links. AI Mode is the dedicated conversational surface (Gemini 3.5 Flash after I/O 2026) where the user continues across follow-up turns. Same retrieval index, different optimization surface. The brands cited inside AI Mode compound because they get re-cited on every follow-up — see our /get-cited-in-ai-mode playbook.
How long until we see citation lift after a GEO audit?+
Page-level changes (schema, on-page atomic answers, internal linking) typically lift AI citation share within 14–45 days. Off-site authority lifts (PR placements, third-party citations on LLM-trusted sources) compound over 60–120 days.
Do you measure first-citation share specifically?+
Yes. Our GEO tracker reports per query: was your brand cited, at what position inside the AI answer, on the first turn vs follow-up turns, and how that share compares to each named competitor. First-citation share is the new SOV — we treat it as the primary KPI.
Run the protocol on your store.
Audits scoped within 24 hours. Results within 90 days, or your money back.
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