What AI visibility actually means
AI visibility is not one universal ranking. Different systems, prompts and users can produce different answers and sources. Treat a single mention or omission as a snapshot, not a permanent score.
The practical goal is to make your business information accessible, specific, trustworthy and useful for the questions potential customers ask.
1. Important pages need to be accessible
Start with the same technical foundations that support search visibility. Important pages should be crawlable, indexable where appropriate, internally linked and usable on mobile.
For Google's AI features in Search, Google says the normal SEO fundamentals still apply and there is no special AI markup required.
2. Generic service pages give systems less useful context
A page that only says “we deliver innovative solutions” explains very little. State the service, audience, geography, process and practical differentiators that are true for your business.
Answer the questions buyers actually ask: who the service is for, what is included, how the process works, what information is needed and what happens next.
3. Make important claims easy to verify
Claims about experience, scale, results and expertise should have context. Use genuine case studies, named methodology, dates, scope and supporting evidence where you can publish it responsibly.
Avoid manufacturing awards, testimonials, rankings or “best agency” claims. Clear evidence is more useful than louder adjectives.
4. Keep business information consistent
Your organisation name, services, location and contact information should not contradict one another across important owned profiles and pages. Keep your Google Business Profile and other relevant business information current.
Structured data can describe information already visible on the page, but it should match the real business and visible content.
5. Show who is behind specialist content
For expert material, explain who created or reviewed it and why their experience is relevant. Update guidance when platforms, services or evidence change.
Original observations, examples and practical explanations can make a page more useful than a generic summary of information already available elsewhere.
6. Build a connected information structure
Do not leave useful articles isolated. Link service pages to relevant guides, case studies and FAQs, and link articles back to the service or next step they support.
Internal links help visitors discover related information and help search systems understand how your pages relate to one another.
7. Measure visibility without pretending it is deterministic
Track a consistent set of commercially relevant questions over time. Record the tool, prompt, date, brands mentioned and cited pages. Then compare that with search visibility, referral traffic and enquiries.
Google has introduced dedicated Search Generative AI performance reporting in Search Console during 2026, providing another way to review visibility in its generative Search experiences.
8. Avoid the promise that one GEO change guarantees recommendations
No robots rule, schema block, llms.txt file or content format can guarantee that an AI assistant will recommend a company for a particular prompt.
Improve the quality, accessibility and evidence behind the information a buyer or retrieval system can find. Measure whether visibility and business outcomes improve over time.
Questions business owners ask
Why is my company not appearing in AI-generated answers?
There may not be one cause. Review technical access, the specificity of your pages, supporting evidence, business-information consistency and whether you have useful content for the questions being asked.
Do I need special schema for AI Overviews or AI Mode?
Google says there is no special schema or additional technical requirement for its AI features beyond the normal requirements for Search eligibility.
Will an llms.txt file make ChatGPT recommend my business?
No file can guarantee a recommendation. Treat machine-readable files as implementation choices, not substitutes for useful, accessible and trustworthy website content.
How should I measure GEO or AEO progress?
Track a repeatable prompt set, citations and mentions alongside organic visibility, referrals, qualified enquiries and other business outcomes. Avoid turning a small prompt sample into a universal visibility score.