What is generative engine optimization?
Generative engine optimization, or GEO, is the practice of improving how a brand appears in answers produced by generative AI. These engines include ChatGPT, Google Gemini and AI Overviews, Perplexity, Claude and Microsoft Copilot. GEO aims to increase how often you are mentioned, how favorably you are described and how often your pages are cited as sources.
The term comes from research into how content can be adapted to earn more visibility in AI-generated responses, and it is now a core part of modern search strategy.
How generative engines build answers
Generative engines answer in two main ways. Some answer from what the model learned during training. Others retrieve fresh web pages, read them and summarize the results with citations. Most modern assistants combine both. GEO and SEO share the same foundations, so the strongest results come from running both together.
GEO works on both paths: shaping the wider web content models learn from, and making your pages easy to retrieve and cite in real time.
GEO and SEO: how they differ
SEO aims to rank pages in a list of results. GEO aims to be included in a single synthesized answer, often alongside only two to five other brands. Rankings still matter because retrieval often starts from search results, but GEO adds new goals: mentions, citations, sentiment and share of voice.
Top SEO Agency runs GEO on top of strong SEO, since the two share technical health, helpful content and authority.
GEO vs AEO
Answer engine optimization focuses on being the direct answer in snippets, voice results and AI replies. GEO focuses more broadly on brand presence in generative answers, including recommendations and comparisons where no single answer exists.
In practice we combine them: AEO structures your pages, while GEO expands your presence across the sources AI relies on.
Share of voice: the core generative engine optimization metric
Because AI answers vary with wording and over time, a single check is meaningless. We run a large set of prompts repeatedly and calculate share of voice: the percentage of answers that mention your brand compared with competitors.
Share of voice can be split by platform, topic, product line and country, which shows exactly where you lead and where you are missing.
Content that generative engines prefer
Studies of generative engines suggest that content with statistics, quotations from experts, clear citations and fluent, authoritative writing is more likely to be used in answers. Vague or purely promotional text is used less.
We add specific data, named sources, expert commentary and clear comparisons to your key pages so they give AI something concrete to summarize.
The role of third-party sources in GEO
AI models rarely rely only on your website. They weigh what independent sources say: review sites, industry roundups, news articles, forums, comparison sites and knowledge bases. Brands mentioned consistently across these sources are recommended more often.
Our source influence map shows which third-party sites matter most in your category, and our outreach targets placements on them.
Entity optimization explained
Generative engines represent brands as entities with attributes such as category, location, products, founders and reputation. Inconsistent or thin entity information leads to vague answers or confusion with other companies.
We align your facts across your website, schema, Google Business Profile, LinkedIn, Crunchbase, Wikidata where appropriate, and major directories.
Managing sentiment and accuracy
AI answers can repeat outdated pricing, old product names or negative reviews. Because these descriptions reach buyers before they visit your site, accuracy matters.
We record how each platform describes you, trace inaccurate claims to their sources, correct what can be corrected and publish clear, current information to replace it.
AI crawler strategy for generative engine optimization
Each AI company uses its own crawlers, such as GPTBot and OAI-SearchBot for OpenAI, PerplexityBot, ClaudeBot for Anthropic and Google-Extended for Gemini training. Blocking them can remove your content from retrieval or training.
We help you decide which crawlers to allow, then configure robots.txt, CDN and firewall rules to match that decision.
Generative engine optimization for eCommerce brands
AI shopping answers compare products by price, features, reviews and use case. Structured product data, detailed product pages, buying guides and presence on review sites all feed these answers.
For McGrocer, product and category content now has 16.9K pages cited in AI search, showing how catalog content can become a major AI source.
GEO for SaaS and B2B
Software and B2B buyers ask AI for shortlists, comparisons and alternatives. Comparison pages, integration pages, documentation, analyst coverage and software review listings are the main inputs to these answers.
For uRecruits, SaaS feature and comparison pages optimized for AI prompts now have 116 pages cited by AI platforms.
GEO for local and service businesses
Local and service providers appear in AI answers when they have strong reviews, complete profiles, local media coverage and clear service pages. AI tools often recommend a small number of providers per city.
We combine local SEO, review growth and local PR to improve how often AI recommends you in each area you serve.
Measuring generative engine optimization results
GEO reporting combines share of voice, citation counts, average position in AI lists, sentiment, and referral traffic from AI platforms in analytics. We show trends by platform and topic so progress is clear even as individual answers vary.
Every plan starts with a baseline so results are measured against where you began.
Choosing a generative engine optimization agency
GEO is new, so ask agencies how many prompts they track, how often, on which platforms, and how they calculate share of voice. Also ask how they influence third-party sources, since content on your own site is only part of the picture.
Top SEO Agency shares its prompt set and methods and reports share of voice monthly across six major AI platforms.
GEO for comparison and best of prompts
Many AI prompts ask for the best option in a category or a comparison between brands. Clear comparison pages, third party reviews and listings on trusted roundup sites help AI tools include you in these answers.
GEO content formats AI tools prefer
Short definitions, numbered steps, tables, FAQs and clear summaries are easier for AI tools to quote. We restructure key pages so the most important facts can be lifted accurately.
GEO reporting and share of voice
GEO reporting tracks how often AI tools mention your brand for a fixed set of prompts, how they describe you and which competitors appear instead. Share of voice over time shows whether your visibility is growing.
We pair this with traffic from AI referrals so you can see the business impact.
