GEO · LLM visibility

Get named, and cited, in AI answers

Your buyers ask ChatGPT, Perplexity, Gemini and Google's AI Overviews for recommendations. We measure where your brand shows up in those answers today, find why competitors get cited instead, and fix it.

Why it matters

Generative Engine Optimization (GEO), also called Answer Engine Optimization (AEO) or LLM optimization, is the work of making your brand and pages show up in AI-generated answers. When someone asks an assistant which software to buy or how to solve a problem, it names a few brands and cites a few sources. GEO is about being one of them.

It starts with technical access. An assistant can only cite a page it can fetch, read and trust. Many sites block AI crawlers without realizing it, through robots.txt rules, CDN bot settings or content that only appears after JavaScript runs. From there, it is about clear entities, consistent facts and content written to be quoted.

What's included

What we look at

Visibility measurement

  • A prompt set built from your customers' real questions
  • Mention and citation tracking across major assistants
  • Share of voice against named competitors
  • Which of your pages get cited, and for what

AI crawler access

  • robots.txt rules for GPTBot, ClaudeBot, PerplexityBot, Google-Extended and others
  • CDN and firewall bot settings that block AI crawlers by default
  • Rendering checks for crawlers that do not run JavaScript
  • llms.txt and machine-readable summaries

Entity & fact consistency

  • Organization, Product and Service schema with sameAs links
  • Consistent names, descriptions and facts across your site and profiles
  • Knowledge panel and third-party profile alignment
  • Author and expertise signals

Answer-ready content

  • Question-led page structure with direct, quotable answers
  • Comparison, pricing and use-case pages assistants draw on
  • Original data and statistics worth citing
  • Content refreshes for pages that lost citations
Deliverables

What you receive

report

AI Visibility Baseline

Where you appear across assistants today for your priority prompts, and who appears instead.

spreadsheet

Citation Gap Map

The prompts and sources competitors win, mapped to the page, fix or content that would close each gap.

dashboard

Monthly tracking

Mentions, citations and share of voice over time, with notes on what changed and why.

Process

How it runs

  1. Prompts

    We build a prompt set from customer questions, sales calls and search data.

  2. Baseline

    Measure mentions and citations across assistants and competitors.

  3. Access

    Fix crawler blocks, rendering gaps and schema issues.

  4. Content

    Brief and refresh pages assistants should be citing.

  5. Track

    Re-measure monthly and adjust priorities.

A good fit if

This is for you when…

  • Buyers research your category with AI assistants before contacting sales
  • Competitors keep showing up in ChatGPT or Perplexity answers and you do not
  • You want a measured baseline before investing in AI search
  • Your site already has solid traffic but AI referrals are flat
Not the right fit if

Look elsewhere when…

  • You want guaranteed placement in a specific assistant (no one can promise that)
  • Your site has major unresolved technical issues (start with an audit)
FAQ

GEO & AI Search Visibility questions

What is GEO?

Generative Engine Optimization (GEO) is the work of making your brand and pages show up, and get cited, in answers from AI assistants such as ChatGPT, Gemini, Perplexity, Claude and Google AI Overviews. It builds on technical SEO: an assistant can only cite pages it can fetch, parse and trust.

How is GEO different from SEO?

They share a foundation. Crawlable pages, clean structured data and clear writing help both. GEO adds measuring how assistants answer your customers' questions, checking AI crawler access, keeping brand facts consistent across the web, and shaping content so it is easy to quote.

Which AI platforms do you track?

We track the assistants your buyers actually use, typically ChatGPT, Google AI Overviews and AI Mode, Gemini, Perplexity, Claude and Microsoft Copilot. The prompt set and platform mix are agreed at kickoff.

Can you guarantee my brand will be cited?

No. AI answers vary by prompt, user and model version, and no one controls them. What we can do is remove the technical barriers, strengthen the signals assistants rely on, and measure the change over time.

Does llms.txt help?

Evidence that assistants use llms.txt is still limited. It is cheap to add and does no harm, so we usually include it, but we put far more weight on crawler access, rendering, structured data and content quality.

Is my CDN blocking AI crawlers?

It might be. Some CDNs and security tools now block AI crawlers by default or through bot-management settings. We check your robots.txt, firewall rules and CDN configuration as part of every engagement.

Not sure where to start? Tell us about your site.

Request an audit