AI Search Visibility Tools: A Sober Guide for Small Business SEO

Paid "AI search visibility" and generative engine optimisation (GEO) tools have multiplied over the past year. In 2026, Google and Microsoft both started giving site owners free, first-party data on AI features. Google opened its Search Console Generative AI performance reports to all websites worldwide on 31 August 2026, after testing them first with a subset of UK site owners. For UK small business SEO, the question has shifted from whether you can measure AI visibility at all to which measurements you can trust.

What happened

Third-party trackers

Established SEO platforms now sell AI visibility features. Adobe completed its Semrush acquisition on 28 April 2026, citing GEO as a key reason. Ahrefs has Brand Radar, and Sistrix has added Prompt Tracking. Most of these tools work the same way: they run a fixed set of prompts through ChatGPT, Google AI Mode and AI Overviews, Perplexity, Copilot and others, then record which brands and URLs appear. Some also estimate prompt "volume" from search keyword data.

First-party data from Google and Microsoft

On 3 June 2026, Google also announced a Search Console control that lets sites opt out of appearing in, and grounding, its generative AI Search features. Google says it "will not be used as a ranking signal for search results outside of these generative AI Search features". It also warns that "Sites that opt out will not receive traffic or impressions from our generative AI features."

The UK connection is regulatory. On the same day, 3 June 2026, the Competition and Markets Authority imposed a conduct requirement on Google Search under the UK's digital markets regime. It requires Google to let publishers opt out of their content powering AI features such as AI Overviews, to link clearly to publisher content in AI results, and to publish engagement metrics for publishers. Google has nine months to implement all the changes, and the CMA says it expects important parts to arrive "well before that deadline".

What Google says about optimising for AI

Google's guide to optimising for generative AI features, last updated on 10 July 2026, is blunt:

• "Optimizing for generative AI search is optimizing for the search experience, and thus still SEO."
• "You don't need to create new machine readable files, AI text files, markup, or Markdown to appear in Google Search", and on files such as llms.txt, "Google Search itself doesn't use them".
• "There's no requirement to break your content into tiny pieces for AI to better understand it."
• "No third-party tool has access to our internal ranking or AI systems."

How reliable are prompt-tracking numbers?

They are useful for spotting trends, but they are not precise. In research reported on 30 January 2026, SparkToro's Rand Fishkin and Patrick O'Donnell of Gumshoe.ai (which sells AI tracking) had volunteers run 12 recommendation prompts 2,961 times. ChatGPT and Google AI had less than a 1-in-100 chance of returning the same brand list for the same prompt. The same list in the same order appeared less than 0.1% of the time. How often a brand appeared across many runs was more stable than its position. The study was not peer-reviewed and used only 12 prompts, but its main point is reasonable: single-prompt "AI rankings" are mostly noise.

What this means for small businesses

For most small businesses, a dedicated GEO subscription is not the first priority:

• Free first-party data now exists. Search Console shows real impressions in AI Overviews and AI Mode for your own pages, and Bing Webmaster Tools shows real citations. Neither shows clicks yet.
• Third-party tools measure samples, not reality. They can be valuable for competitor benchmarking in a narrow category, especially for larger brands, but their figures depend on which prompts are tracked and how often.
• The levers are the same as SEO. Google says there are no special files, schema or content formats for AI features. A site that is fast, crawlable and clearly written, with accurate business details, is in the best position.
• You now have a choice to make. The new opt-out control involves a real trade-off. Publishers worried about content reuse may want it, but most small businesses that want customers to find them will probably not.

What to do now

1. Open Search Console's Generative AI performance report. If it is missing, Google says that usually means your site has had too few impressions in AI features yet.
2. Verify your site in Bing Webmaster Tools and check the AI Performance report. See our Bing Webmaster Tools news for details.
3. Fix the technical basics first. Make sure robots.txt is not blocking Googlebot or Bingbot, canonicals are correct and pages load quickly. MakeItFlow can run a free website audit covering speed, Core Web Vitals, titles, canonical tags, robots.txt, sitemaps and security in one scan. It does not track AI rankings.
4. Keep structured data honest. Make sure it matches the visible content. Our structured data guide explains how.
5. If you trial a GEO tool, track a stable set of prompts over weeks, look at the share of appearances rather than position, and treat vendor "AI volume" as an estimate.
6. Monitor regularly. MakeItFlow paid plans add scheduled re-scans and history, so technical regressions do not quietly undo your visibility.

Frequently asked questions

Can I see my AI Overviews traffic in Google Search Console?

You can see impressions in AI Overviews and AI Mode in the Generative AI performance report, which has been available to all websites since 31 August 2026. Click data is not shown there.

Do I need an llms.txt file for Google's AI features?

No. Google's guidance says Google Search does not use such files, and that creating them will neither help nor hurt your visibility in Search.

Are GEO tools worth paying for as a small business?

They can help with competitor benchmarking, but start with the free Google and Bing reports and get your site's fundamentals right. Our SEO audit checklist is a good starting point.

Related reading

• Adobe Completes Semrush Deal: What It Means for SEO Teams: Adobe closed its $1.9bn Semrush acquisition on 28 April 2026. What it means for the SEO tools agencies and in-house teams use, and what to check now.
• Bing Topics Portfolio: New AI Performance Report Explained: Bing added Topics Portfolio to its AI Performance report on 13 October 2026. What it shows about your AI citations and how websites can use it to plan content.

Sources

• Google's Guide to Optimizing for Generative AI Features on Google Search (Google Search Central)
• Generative AI performance report (Search), Search Console Help
• New opportunities, control and insights for website owners (Google, 3 June 2026)
• CMA secures fairer deal for publishers and improves Google search services in UK (GOV.UK, 3 June 2026)
• Introducing AI Performance in Bing Webmaster Tools Public Preview (Microsoft Bing)
• AI Recommendations Change With Nearly Every Query: SparkToro (Search Engine Journal)