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.
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.
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.
Product, Organization, FAQ, HowTo, Review — layered correctly, these become the snippets AI engines paraphrase verbatim.
AI engines weight third-party mentions heavily. We identify the publications, directories, and databases that drive citation lift in your category.
Weekly tracking of your presence in ChatGPT, Perplexity, Gemini, and AI Overviews — by query, by engine, by competitor share-of-voice.
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.
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.
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.
Google AI Overviews & AI Mode, ChatGPT (with browsing), Perplexity, Gemini, and Claude. Bing Copilot and others on request.
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.
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.
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.
Three layers, in order. First, entity clarity: one canonical Organization with @id anchors, sameAs links to authoritative databases, and knowsAbout coverage of your real expertise. Second, extractable content: atomic answer blocks, comparison tables, transparent pricing and specs, and FAQ blocks on every commercial page. Third, corroboration: mentions in the roundups, directories, review platforms, and trade publications those engines retrieve. Measure it by probing a fixed set of buying questions monthly and tracking citation frequency per engine.
Citability. AI engines lift passages that answer one question completely in 40–80 words, in plain language, with a concrete number, definition, or list. Pages that bury the answer under narrative rarely get quoted. We rewrite key pages so every important question has a self-contained answer block, wrapped in schema that labels what it is.
Yes, because AI answers are built from indexed pages. Every major assistant retrieves from a crawled index, so pages that aren't crawlable, renderable, or structured never enter the candidate pool. Classic SEO is now the entry requirement for AI visibility, and the two programs share almost all of the same work.
Technical recovery and on-page work typically show movement in 30–60 days. AI citation lift on long-tail and comparison queries usually lands in 30–90 days. Category-level authority and head-term rankings are a 6–12 month curve. Every engagement ships a sequenced 90-day plan so early wins fund the long work.
You get a forensic audit, a prioritized 90-day execution plan with effort and impact scoring, and optional done-for-you implementation by our engineers and editors. Pricing is scoped per engagement based on catalog size, locale count, and whether you want execution included. Implement our 90-day plan and if you don't see results in 3–6 months, we refund you in full.
Audits scoped within 24 hours. Results within 90 days, or your money back.
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