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SERVICE · GENERATIVE ENGINE OPTIMIZATION

GEO.Show up inside the AI answers your buyers are already asking for.

Your customers stopped Googling. They ask ChatGPT, Perplexity, Google AI Overviews, Claude, Gemini and Copilot instead. Those answers name brands. We make sure yours is one of them — with extractable content, schema markup, third-party authority, and monthly citation tracking. GEO is the new SEO. Most agencies still don't know it exists.

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WHAT THIS ACTUALLY IS

The new search — and nobody sent you a memo.

Generative Engine Optimization (GEO) is the practice of structuring your brand's content, authority signals and third-party presence so generative AI systems cite you inside their answers. That's it. Not a ranking trick. Not a schema dump. A discipline for being quoted by machines that are now the first thing your buyer talks to.

I've been doing marketing for 25 years. I've watched search change three times. This is the biggest shift since Google itself — and the window where most brands are still asleep is closing fast. Google AI Overviews appear in roughly 45% of searches today. Buyers ask Perplexity for shortlists the way they used to ask a peer. If your brand is not structured for citation, a competitor is being cited in the space where your name should be.

GEO ≠ SEO

Why GEO is not SEO.

SEO optimizes a page to rank inside a list of blue links. GEO optimizes content so generative AI systems extract and cite it inside an answer. Two different games. The second one is still wide open.

SEOGEO
GoalRank in top 10 blue linksBe cited inside an AI answer
UnitThe pageThe passage (40–60 words)
Winning signalBacklinks + relevance + UXExtractability + authority + entity clarity
Where you competeGoogle SERPChatGPT · Perplexity · AI Overviews · Claude · Gemini · Copilot
Third partiesNice to haveCore (Wikipedia, Reddit, reviews, roundups)
Worst practiceKeyword stuffingStill keyword stuffing — and it's worse here
HOW CIPION DOES IT DIFFERENTLY

We treat GEO as a system, not a checklist.

Passage-level rewrites

We rewrite key content so every claim is a self-contained 40–60 word passage an AI can lift and cite without surrounding context. Definitions up top. Answer first. Fluff never.

Content structure for AI citation — GEO architecture
GEO — content structure that LLMs can extract and cite

Entity consistency + schema

Your brand, people, products and topics get modelled as a small knowledge graph — Organization, Person, Service, Product, FAQPage, HowTo, Article — with sameAs links to Wikidata, Wikipedia and LinkedIn so AI systems recognize you as one entity, not ten.

Third-party presence program

AI models cite Wikipedia, Reddit, review sites and industry roundups more than your own homepage. We run a deliberate program to get your brand mentioned, reviewed and cited there — honestly, by people who actually use your product.

Robots.txt + bot access hygiene

We audit and open up access for GPTBot, ChatGPT-User, PerplexityBot, ClaudeBot, anthropic-ai, Google-Extended and Bingbot. Blocking any of them quietly deletes you from that platform's citation pool — and most sites are blocking at least one without knowing it.

Monthly citation audits

We manually test your priority queries inside ChatGPT, Perplexity, Google AI Overviews, Claude, Gemini and Copilot every month. You get a share-of-AI-voice report, competitor citations, and a prioritized fix list. Not a dashboard — a decision document.

AIMTAG for visual citation

AI systems can't see images — they read the structured data around them. AIMTAG is Cipion's product that turns your images into machine-readable data nodes so they can be cited and surfaced inside AI answers. Optional add-on for image-heavy sites.

SIGNALS WE OPTIMIZE

Five levers. All of them, or none.

An AI system decides whether to cite you based on a small set of signals. Miss one and the others don't save you. We optimize the full five.

CITABILITY

Clear author, real sources, structured claims. Content that looks like something worth quoting.

EXTRACTABILITY

Self-contained passages. Answer-first headings. Tables and lists where they help. Nothing buried.

AUTHORITY

Expert quotes, original data, third-party mentions, schema with credentials. Trust signals AI models weigh.

FRESHNESS

Visible last-updated dates. Regular refreshes. Undated content loses to dated content on everything else equal.

ENTITY CLARITY

One brand, one spelling, one schema. sameAs links tying you to Wikidata, Wikipedia, LinkedIn — so you're a known entity, not a rumor.

HOW WE AUDIT YOUR AI VISIBILITY

A 5-step audit. No dashboards. Just answers.

Before we touch a single line of your content, we measure what is happening today. Here is exactly how.

Define priority queries

Together we draft 15 to 25 real buyer queries — "best [category] for [use case]", "[you] vs [competitor]", "how to [problem you solve]", "[category] pricing". These are the questions where a citation is worth money.

Test across every AI surface

We run each query manually inside ChatGPT, Perplexity, Google AI Overviews, Claude, Gemini and Copilot. We log who got cited, which URL, and with what framing. No tool replaces this — the good ones help, none do it for you.

Reverse-engineer the cited sources

For each winning source we dissect why: passage structure, schema present, author signals, third-party mentions, freshness, entity clarity. Patterns emerge fast. That pattern becomes your blueprint.

Audit your own house

Your site gets a full extractability pass: definitions, passage lengths, heading structure, tables, schema coverage, author attribution, last-updated dates, robots.txt for AI bots, /pricing.md presence. Gaps get ranked by impact.

Deliver a prioritized roadmap

You get a decision document — not a PDF that dies in a drawer. This-week fixes (usually robots.txt, schema, missing /pricing.md), this-month rewrites, this-quarter third-party program. Every item with expected impact and owner.

WHO THIS IS FOR

Considered purchases. Informed buyers. Right now.

GEO works hardest for brands whose buyers research before they buy and ask AI for shortlists. If that's you, you're already losing citations to competitors every week we don't start.

B2B SaaS + professional services

Buyers build shortlists via Perplexity and ChatGPT. Pricing pages, comparison pages, documentation — all citation gold if structured right.

Premium consumer brands

"Best [category] for [use case]" is an AI-answered query 45% of the time. Where your brand sits inside that answer is now a brand-equity issue.

Agencies, consultants, founders

Personal brand + company brand need joint entity clarity. We build both as a tied knowledge graph so you're citable as a person and as a firm.

Healthcare, finance, legal, education

High-trust verticals where AI systems weight credentials and sources aggressively. GEO done right is a compounding trust asset here.

DELIVERABLES

What you actually get.

AI Visibility AuditQueries tested across 6 AI surfaces, citation log, competitor map, prioritized fix list.
Extractability RewritesPriority pages rewritten into passage-first, answer-first structure. Definitions, FAQs, comparisons, how-tos.
Schema ImplementationOrganization, Person, Service, Product, FAQPage, HowTo, Article. sameAs links to Wikidata, Wikipedia, LinkedIn.
Robots.txt + /pricing.mdAI bot access opened and documented. Machine-readable pricing file published at the root.
Third-Party ProgramWikipedia / Wikidata hygiene, review-site outreach, Reddit and Quora engagement plan, industry roundup placements.
Monthly Citation ReportShare-of-AI-voice vs competitors, new citations won, citations lost, and next-month priorities.
FREQUENTLY ASKED

GEO, answered.

What is GEO (Generative Engine Optimization)?

GEO, or Generative Engine Optimization, is the practice of structuring a brand's content, authority signals and third-party presence so generative AI systems — including ChatGPT, Perplexity, Google AI Overviews, Claude, Gemini and Copilot — extract and cite the brand inside their synthesized answers. Unlike traditional SEO, which optimizes for ranking inside a list of blue links, GEO optimizes for citation inside an AI-generated response.

How is GEO different from SEO?

SEO optimizes a page to rank inside a list of blue links on a search engine results page. GEO optimizes content so generative AI systems extract and cite it inside their synthesized answers. SEO cares about position; GEO cares about citation. Practically, GEO requires extractable passages of 40-60 words, clear definitions in opening paragraphs, statistics with sources, FAQ structure, schema markup, and presence on third-party sources that AI models trust such as Wikipedia, Reddit, review platforms and industry publications.

Why is GEO important now?

Google AI Overviews now appear in roughly 45% of all Google searches, and industry research shows AI Overviews can reduce clicks to websites by up to 58%. Buyers increasingly ask ChatGPT, Perplexity, Claude and Google AI which product, agency or brand to choose — and the answers are being generated right now, with or without your brand inside them. If your brand is not structured to be cited, a competitor's is being cited in its place.

What signals do AI systems use to decide who to cite?

Generative AI systems prioritize five signals: citability (clear author, sources, structured claims), extractability (self-contained passages that work without surrounding context), authority (expert quotes, original research, statistics with sources, third-party mentions), freshness (last-updated dates, recently refreshed content) and entity clarity (consistent brand, product and topic entities across the web, ideally reinforced by schema markup and sameAs links).

How does Cipion audit AI visibility?

Cipion's AI visibility audit runs across five steps: define 15-25 priority queries the brand wants to be cited for; test each query manually inside ChatGPT, Perplexity, Google AI Overviews, Claude and Gemini to log citations and competitor citations; analyze why cited sources were chosen — structure, authority, schema, third-party signals; audit the brand's own site for extractability, schema and AI-bot accessibility in robots.txt; and deliver a prioritized fix list separated into this-week, this-month and this-quarter actions.

Which AI bots should be allowed in robots.txt?

For a brand that wants to be cited inside AI answers, the following bots should be explicitly allowed in robots.txt: GPTBot and ChatGPT-User (OpenAI / ChatGPT), PerplexityBot (Perplexity), ClaudeBot and anthropic-ai (Anthropic / Claude), Google-Extended (Google Gemini and AI Overviews) and Bingbot (Microsoft Copilot). Blocking any of these removes the brand from that platform's citation pool entirely.

How long until GEO work shows results?

First citation wins typically appear within 4 to 8 weeks of shipping extractability rewrites, schema markup and the first round of third-party placements. Broader share-of-AI-voice gains — meaning your brand cited more often than competitors for priority queries — usually compound over 3 to 6 months as AI models re-index content and third-party citations accumulate. GEO is a compounding asset, not a one-shot campaign.

Does GEO replace SEO?

No. GEO and SEO share a foundation — well-structured, high-authority content that loads fast and is crawlable. Good traditional SEO hygiene is the base. GEO is the layer on top that adds extractability, citation-worthiness and third-party presence specifically for generative AI systems. The strongest programs run both together: classic SEO for branded and transactional queries, GEO for top-of-funnel and consideration queries where AI is now the front door.

GEO + AEO + SEO + MARKETPLACE

Full algorithmic visibility. One architecture.

GEO is one layer. Modern search visibility requires dominating four simultaneous algorithms — generative AI, classic search engines, hyper-local queries, and specialized marketplaces. We run all four as a single integrated system. Each one feeds the others.

GEO / AEO

Generative & Answer Engine Optimization

We structure your content and knowledge base so ChatGPT, Perplexity, Claude, Gemini and Google AI Overviews cite you inside their answers. Extractable passages, schema markup, entity clarity, third-party authority — the full citation architecture.

Technical & Semantic SEO

Core Web Vitals + Semantic Entity Architecture

A deep audit of your web architecture — Core Web Vitals, crawlability, semantic entities, internal linking — that makes your site citable by both Google and generative AI. Technical SEO is the non-negotiable foundation every GEO layer builds on.

Hyper-local Positioning

Google Maps · Local AI Overviews · GBP Optimization

For brands with physical presence or location-specific services: hyper-local GEO so you dominate near-me queries inside AI answers and local packs. Google Business Profile, local schema, and location content structured for AI citation.

Marketplace Optimization

Amazon · AppExchange · AWS · B2B Directories

Algorithmic presence inside the marketplaces where your buyers already buy — Amazon, AWS Marketplace, AppExchange, and vertical directories. AI systems cite marketplace reviews and directory entries. Getting there first is a citation advantage SEO cannot replicate.

THE INTEGRATED FRAMEWORK

Entity Audit

We evaluate how search engines and LLMs understand your brand today — as an entity, not a keyword. Gaps in entity clarity are often the single highest-leverage fix available.

Structured Data Architecture

We inject advanced Schema markup (JSON-LD) across your site and tie it to Wikidata, Wikipedia and LinkedIn sameAs links. Your site becomes machine-readable by design — not as an afterthought.

Omnichannel Deployment

Simultaneous deployment across search engines, generative AI surfaces, marketplace algorithms and local directories. One strategy, one team, one integrated feed — not four separate agencies charging four retainers.

Algorithmic Iteration

Continuous adjustment based on AI engine and Google updates. What ChatGPT cites in April is not what it will cite in July. We track the shifts and update your structure before competitors notice the change.

Ready to be cited?

The first call is 30 minutes. We run 3 of your priority queries live during the call and show you what the AI is saying about you right now. Then you decide.

Start a GEO conversation →