Optimising for AI Overviews: The AI Visibility Module
Google answers more and more queries directly – with AI Overviews and AI Mode. The module continuously checks the documented prerequisites for that and implements them, instead of promising a citation nobody can guarantee.
AI visibility: what the module continuously checks
AI visibility is a building block of my automated SEO system. The module continuously monitors whether your website meets the conditions Google documents for its generative search features – and corrects what’s missing after your approval.
Concretely, it checks and maintains five things: the technical prerequisites per page, the handling of AI crawlers in robots.txt, the consistency of your company data across website, schema, legal notice and business profile, the llms.txt and grounding-page files, and the metrics from Search Console. This page describes the service behind it – what gets checked and implemented continuously, not the theory of generative search.
Hardly any field produces so many claims without evidence
These four patterns I encounter most often in client projects – each one costs trust and time.
llms.txt is overrated
It’s sold as a Google lever, even though Google writes in its own guide to generative search features that search ignores the file.
Blocking Google-Extended doesn’t help
Anyone believing this removes the page from AI Overviews is mistaken – they run via the perfectly normal Googlebot.
Citation guarantees are empty promises
No provider can guarantee that ChatGPT or Google cites your website. Anyone promising that is deceiving you.
The pace outruns one-off checks
Google’s guide to generative search features was last updated in July 2026. A one-off check is outdated after a few months.
“Across around 15 parallel client projects, the question I now hear most often is: why doesn’t ChatGPT cite us? My answer is uncomfortable. Nobody can guarantee it – only the prerequisites can be checked, and for most people a fair amount there lies fallow.”
— Viktor Pásztor, SEO freelancerThe process in six steps – always ending with your approval
Check technical prerequisites
According to Google’s documentation on AI features, a page must be indexed, allowed to serve a snippet, and the website must be included in Search Console for generative search features. The module checks all three points per page; crawlability and indexability are secured by the Technical SEO module.
Control AI crawlers by your decision
Whether GPTBot, ClaudeBot or PerplexityBot may access your content is a business decision – yours. The module reveals the current state, explains both directions and implements what you decide.
Keep entities consistent
Company name, address, figures and self-description must match across website, legal notice and business profile. The schema side of that is handled by the Structured Data module; deviations are listed and corrected.
Maintain llms.txt and grounding page
Frankly: Google doesn’t evaluate llms.txt, and for other systems the evidence is missing in both directions. I deliver both anyway – little effort, no risk, and the grounding page also helps human readers.
Measuring
Via the generative-search-features report in Search Console – the most reliable data source available on this topic.
Approval
Every change reaches you as a proposal first. Nothing goes live without your approval – that’s the core principle of MCP SEO, not just of this module.
DIY / pro / agency / automated
| Criterion | Do it yourself | SEO pro (manual) | Agency | How I do it |
|---|---|---|---|---|
| State of the facts | hard to judge, a lot of half-knowledge going around | good, if primary sources are read | varies greatly by provider | every measure marked as evidenced or open |
| Ongoing maintenance | gets left behind in day-to-day business | only on request | within the scope of the contract | continuous, with every change to services or facts |
| Individual consulting | none | strongest | strong, with workshops | limited to the module |
| Crawler decision | often made unconsciously | cleanly prepared | cleanly prepared | decision template, implementation only after your yes |
| Measurement | interpreting Search Console yourself | analysis per appointment | reporting per cycle | baseline values plus quarterly report |
| Costs | your time | €100 per hour | support from €1,000 per month | €99–399 per month, depending on module scope, plus credit usage as consumed |
Five things this module secures permanently
I don’t guarantee a citation – nobody serious can. What the module delivers:
Met prerequisites
The documented prerequisites for generative search features are met – and stay met.
Documented decision
Your decision on AI crawlers is documented instead of left to chance.
Consistent data
Your company data no longer contradicts itself anywhere.
Documented metrics
You get metrics instead of gut feeling, reported quarterly.
Reliable collaboration
Reply within 24 hours on weekdays, cancellable monthly, all content and access belong to you.
Questions about AI visibility
Can you guarantee that ChatGPT or Google cites us?
No – and anyone promising it is deceiving you. No provider can guarantee visibility, and no external tool has access to the internal ranking or AI systems. Only the documented prerequisites can be checked and met.
Does an llms.txt do anything at all?
Not for Google Search – Google ignores the file by its own account. For ChatGPT, Claude or Perplexity there’s no evidence, neither for nor against. The module maintains it anyway, because the effort is small and there’s no risk. I won’t sell it to you as a lever.
Should I block GPTBot and other AI crawlers?
You decide. OpenAI, Anthropic and Perplexity each document separate bots for model training, search and user retrieval – so you can block training and stay visible in AI search. Allowing means a chance of being named in AI answers; blocking means no use of your content, but also no visibility there. And: not every crawler respects robots.txt.
How is success measured?
Via the Search Console report on generative search features, which Google is currently rolling out gradually. For ChatGPT, Claude and Perplexity there’s no official measurement report. Spot checks are possible but serve as a rough indication, not as a metric.
Back to the pillar
AI visibility is a module of MCP SEO, my system for automated SEO routine work. It draws on the neighbouring modules: the Technical SEO module keeps your pages crawlable and indexable, the Structured Data module provides the schema basis for entity consistency.
What the overall system costs and how the prices compare is on the SEO costs.
Request AI visibility for your website
Write to me via the contact form. You’ll get a reply within 24 hours on weekdays – with an honest assessment of whether the module is worthwhile for your website or whether another route fits better.
→ Book your free consultation