GEO · Generative engine optimizationGet cited in the AI answer.
AI search is the new front door to your business. We engineer your content, your entity signals and your authority so ChatGPT, Perplexity, Google AI Overviews and Bing Copilot cite you, not your competitors.
For businesses whose next customers will ask an AI assistant before they ever see a page of search results.
- An entity AI can recognizeKnowledge graph, Wikidata, schema and your Google Knowledge Panel, consistent everywhere.
- Every AI mention, tracked weeklySearchLight™ shows where you are cited, and where competitors are cited instead.
- Three numbers, reported monthlyCitation share of voice, brand mentions and AI referral traffic, month over month.
Send the form. Here is what happens.
- A strategist reads itWithin the hour on weekdays.
- We ask the assistantsThe questions your customers ask about your category and city, on every kind of AI assistant we track.
- Fifteen minutes, your answersWhere AI names you, where it names a competitor instead, and the first fixes. No deck.
Who the assistants name, and what they cite.
Every week the crew asks the questions your customers ask, on every kind of AI assistant we track, and records who is named and which page is cited. Flip to day 1 to see where this account started.
The question, asked every week
“Who does the best AC repair in Frisco?”
Who names youDay 90, this week
- 1Chat assistantsNamed 1st/faq
- 2Google AI OverviewsNamed 2nd/ac-repair-frisco
- 3AI search enginesNamed 3rd/reviews
- Built-in assistantsNot namedA competitor's FAQ page instead
Named 1st to 3rd4th to 7th8th to 10thNot named
Named in 3 of 4. Built-in assistants still cite a competitor's FAQ page.
What changed this week
Citation share of voiceDay 1 to day 90
- Entity cleanupKnowledge graph, Wikidata and schema come first.
- Citation liftOften within 30 to 60 days, shaded on the line.
- Content gainsOn a 90-day curve, as new content is indexed.
An example account. Your own numbers replace these the day we connect.
The search landscape has permanently changed.
Here is what most businesses have not figured out yet: a growing share of your customers will never see a traditional search results page.
They will ask ChatGPT or use Perplexity. They will read a Google AI Overview and get their answer without ever clicking a link. If your business is not cited in those AI-generated answers, you are invisible to an increasingly large part of your market, and the gap between businesses that are visible in AI search and those that are not grows every month.
Generative engine optimization is the discipline of engineering your content, your entity signals and your digital authority so that AI systems recognize your business as a trusted source worth citing. This is not speculation about the future. It is what is happening right now.
Four layers that make AI cite you.
Four strategic layers that put your brand into every AI-generated answer, from the entity AI reads to the numbers you are sent each month.
- Entity engineering
Build your digital identity
We construct and reinforce your business entity across knowledge graphs, databases and structured data, so AI platforms know exactly who you are.
- Knowledge graph optimization
- Wikidata and authoritative source seeding
- Brand entity disambiguation
- Cross-platform identity consistency
- AI content architecture
Content engineered for AI parsing
We structure your content so AI models can extract, attribute and cite your expertise with confidence.
- Claim and evidence content structures
- Semantic markup and topic clustering
- Source-quality citation patterns
- AI-friendly formatting and attribution
- Citation monitoring
Track every AI mention
SearchLight™ visibility monitoring shows when and where AI platforms reference your business, and where competitors are cited instead.
- Weekly checks of ChatGPT and Perplexity
- Google AI Overview tracking
- Competitor citation benchmarking
- Citation trend analysis and alerts in SearchLight™
- Performance analytics
Measure AI search impact
Custom dashboards measure your AI search visibility with metrics that matter, not vanity numbers.
- AI citation share of voice
- Brand mention tracking across AI models
- Referral traffic from AI platforms
- Monthly strategic recommendations
Visibility engineered across every AI platform.
ChatGPT
The most widely used AI assistant in the world. We optimize your entity signals, content structure and domain authority so ChatGPT references your business in relevant conversations.
Google AI Overviews
Google's AI-generated summaries appear above traditional results. We structure your content with the semantic markup and authority signals that earn inclusion in these high-visibility summaries.
Perplexity AI
Perplexity, the AI-native search engine growing fastest among professionals and researchers, cites its sources explicitly, which makes content quality and structured data critical.
Bing Copilot
Assistants built into search engines, browsers and operating systems read their own search index. We optimize for that index's crawling patterns and the structured data signals Copilot prioritizes.
Engineered into every GEO engagement.
We build and strengthen your business entity across knowledge graphs, structured data and authoritative databases, so AI systems recognize who you are and what you do.
Content structured for AI consumption: clear claims, supporting evidence, proper attribution and semantic markup that machines can parse and cite accurately.
Our own tracking of when and where AI platforms mention your business, across ChatGPT, Perplexity, Google AI Overviews and Bing Copilot, every week.
We track which competitors are cited in AI answers for your target questions, and work out what is earning them that visibility.
Your Google Knowledge Panel is a primary signal for AI systems. We claim, verify, optimize and maintain it as a trust anchor for your entity.
Organization, LocalBusiness, FAQ, HowTo, Product and Review schema that gives AI systems clean, parseable information about your business.
GEO next to traditional SEO.
They are complementary, and you need both. Here is where they differ.
| Generative engine optimization | Traditional SEO | |
|---|---|---|
| Optimizes for | Language models | Ranking algorithms |
| The goal | A citation inside an AI-generated answer | A ranking on a results page |
| Works on | Entity signals, claim and evidence content, authoritative sources | Crawler indexing and ranking |
| Measured by | Citation share of voice, brand mentions, AI referral traffic | Where you rank |
| First lift | Often within 30 to 60 days | Slower |
| Needs the other | Yes. AI engines pull heavily from Google's index | Yes. A #1 ranking does not guarantee a citation |
Quoted after the call.
Every GEO engagement is scoped to your market, your category and the questions your customers ask AI. You get the quote on the discovery call, once we have seen where the assistants name you and where they do not.
Generative engine optimization questions, answered.
What is generative engine optimization (GEO)?
Generative engine optimization (GEO) is the work of engineering your content, entity signals and digital authority so AI platforms recognize your business as a credible source and cite it when people ask about your category. That covers ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews and Bing Copilot. It is distinct from traditional SEO because the optimization targets language models, not ranking algorithms.
How is GEO different from SEO, and do I still need both?
Yes, you need both, because GEO and SEO work together. SEO optimizes for crawler indexing and ranking on a results page. GEO optimizes for entity recognition and citation inside an AI-generated answer. AI engines pull heavily from Google's index, so strong SEO is a prerequisite, but ranking #1 does not guarantee ChatGPT will cite you. GEO closes that gap with structured entity signals, claim and evidence content, and authoritative source seeding.
Which AI platforms does GEO cover?
GEO covers every major AI platform: ChatGPT, Perplexity, Google AI Overviews, Bing Copilot, Claude and Gemini. We optimize for each and track citations on each. We also watch industry-specific AI tools when they matter to your business, and new platforms join our coverage as they reach meaningful query volume.
How do you measure GEO results?
GEO is measured with three numbers, reported monthly with month-over-month changes. Citation share of voice is the percentage of category-relevant AI prompts where your brand appears versus competitors. Brand mention frequency is the total citations per platform per month. AI referral traffic is the visits that arrive from AI platforms, by landing page.
How long does GEO take to show results?
GEO usually shows results faster than traditional SEO. Initial entity cleanup across the knowledge graph, Wikidata and schema often lifts citations within 30 to 60 days, because AI models retrain often and pull from structured sources. Content-driven citation gains follow on a 90-day curve, as new claim and evidence content is indexed and taken into AI answers.
What is included in a GEO engagement?
Every GEO engagement includes six parts: entity optimization, content engineering for AI, citation monitoring, competitor citation analysis, Google Knowledge Panel optimization, and schema and structured data. Citations are tracked weekly in SearchLight™, and you get monthly strategic recommendations alongside the numbers.
What does GEO cost?
GEO is quoted after the discovery call, not from a price list. The scope follows your market, your category and the platforms your customers use, and the call shows exactly where AI platforms are, and are not, mentioning your business before you commit to anything.
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Ready to get cited by AI?
Book a discovery call. We will show you exactly where AI platforms are, and are not, mentioning your business, and which competitors they name instead.