SEO tools and AI visibility: what overlaps, what doesn't.
Your SEO platform now has an AI-visibility tab. Here is what it covers, what the research says about where AI draws from, and the work Ghostart adds.
The facts that change everything
Three studies of the sources AI tools cite point the same way: most of those sources weren't the brand's own website. Muck Rack's vendor analysis of more than 25 million links cited by ChatGPT, Claude and Gemini classified 84% as earned media. An independent University of Toronto study of consumer-electronics queries found earned media made up 46–65% of the sources each of four AI tools cited, with brand-owned sites under half in every one. McKinsey reports that, in many cases, a brand's own sites make up only 5–10% of the sources Google's AI Overviews reference, without publishing its sample. The sizes differ; the direction holds. SEO platforms now track that ground: Semrush and Ahrefs both report AI prompts and the sources behind them. The publishing on it is still done by people.
Ranking doesn't carry over either. When Ahrefs compared what AI platforms cite against what ranks on Google, only about 12% of the URLs cited by ChatGPT, Gemini and Copilot appeared in Google's top 10 for the same question. One vendor's analysis, so hold the exact figure lightly — but the direction is clear: AI draws on different sources.
Sources: Muck Rack, May 2026 (vendor data); Chen, Wang, Chen and Koudas, University of Toronto (arXiv:2601.16858); McKinsey, October 2025; Ahrefs, 2026.
So an AI-visibility tab on an SEO platform is a useful start, not the whole job. It shows where you appear. Answering the buyer questions, in your people's voices and on the right pages, still has to be done.
What SEO tools are genuinely good at
Semrush, Ahrefs and the rest are excellent at what they were built for: keywords, backlinks, technical audits, rankings. If you want to rank on Google, use them. We're not here to tell you SEO is dead.
Where SEO and AI visibility overlap, and where they don't
The foundations carry over. Google's own guidance says the fundamentals that help search, crawlable pages, accurate information and useful content, also help AI features, and its AI Overviews lean on ranking pages. ChatGPT, Claude and Perplexity draw more on other material: personal posts, community discussions, first-hand accounts. Ranking helps, particularly on Google's surfaces. It doesn't by itself decide who gets named elsewhere.
What their AI-visibility tabs cover
Semrush tracks AI prompts, analyses the sources behind answers and offers content optimisation inside its Semrush One plans. Ahrefs' Brand Radar covers custom prompts, sources and external channels, with content assistance elsewhere in the platform. Both are priced as part of an SEO subscription; check their current plans for what the AI features include. Ghostart starts at $99 a month and is priced for the businesses being written about.
What getting recommended by AI actually takes
Sound search foundations. Specific, first-hand content from real people. A business AI can confidently identify. Published where AI actually looks. Measured across the AI tools that matter, not just Google.
What Ghostart does instead
Ghostart runs the whole loop. It finds where you're missing from AI answers, builds a strategy, gives each person in your team topics they can credibly own, drafts in their voice, scores it against our Beige-ometer — a check on whether it reads like a real person wrote it — publishes it, then re-checks whether you're being named across ChatGPT, Claude, Gemini, Perplexity, and Google's AI Overviews and AI Mode.
Most of them now offer to write something too. Ghostart's difference is where it starts and who it brings in: your business context and the people who know it, content in each person's own voice, published where you choose, then a check across the AI tools in your plan to see who gets named.
We've run employee advocacy programmes for some of Britain's best-known organisations. We know what happens when you ask real people to publish.
Logos reference clients of Togethr, our employee advocacy training and platform business.
The honest bit
You still want SEO. It's a different job from getting recommended by AI. Doing GEO properly doesn't cost you your search presence; it moves you to where search is heading. We think that job deserves a platform built for it. Their tab is a useful start; Ghostart is built to do the rest.
Who is this comparison for?
Founders and marketing leads at small and mid-sized businesses, and the agencies and ghostwriters working on their behalf, deciding whether an SEO platform's new AI-visibility tab is enough or whether the job needs a dedicated GEO tool.
What are the key facts?
- In the studies that measure it, most of the sources AI tools cite aren’t the brand’s own website, though each study measures the share differently. Muck Rack’s vendor analysis of more than 25 million cited links classified 84% as earned media. An independent University of Toronto study of consumer-electronics queries found earned media made up 46–65% of the sources each of four AI tools cited. McKinsey reports that, in many cases, a brand’s own sites make up only 5–10% of the sources Google’s AI Overviews reference.
- Only about 12% of URLs cited by ChatGPT, Gemini and Copilot also rank in Google’s top 10 for the same question (Ahrefs, 2026 — a single-vendor analysis, but the direction is the point).
- Google’s own AI Overviews do lean on top-ranking pages. ChatGPT, Claude and Perplexity largely draw on other material — personal posts, community discussions and first-hand accounts.
- Semrush and Ahrefs both track AI prompts and the sources behind answers as part of their SEO subscriptions: Semrush through prompt tracking and AI visibility features in Semrush One, Ahrefs through Brand Radar. Neither writes the content or brings your people into it.
- Ghostart starts at $99 a month and runs the whole loop: find the missing questions, draft in each person’s own voice, score it, publish it, then re-check who gets named.
Ghostart or an SEO tool with a GEO tab: which is right for you?
Keep your SEO tool if ranking on Google is still the main goal. Choose Ghostart if the goal is being the name ChatGPT, Claude, Gemini or Perplexity gives someone asking who's good at what you do.
| Comparison | Ghostart | SEO tool with a GEO tab |
|---|---|---|
| Built for | Getting named in AI answers | Ranking pages on Google |
| Primary data | What ChatGPT, Claude, Gemini, Perplexity and Google’s AI answers actually cite | Search rankings and backlinks, with AI visibility added afterwards |
| Entry price | From $99 a month | Their SEO plans; AI visibility is included in Semrush One and in Ahrefs Brand Radar |
| What you get | Strategy, drafts in each person’s voice, a generic-content check, publishing, and a re-check of who’s named | Prompt tracking, source analysis and content optimisation alongside SEO data |
| Best for | Teams who need real content published in real voices | Businesses whose main goal is still Google ranking |
The honest trade-off: if your revenue depends on organic search traffic today, Semrush and Ahrefs will do more for you than Ghostart. Ghostart doesn't do backlink profiles or keyword rankings. It does generate your Organization schema, fix on-page identity gaps and connect Search Console and Bing, the foundations AI reads, but ranking work isn't the job it was built for.
What mistakes do businesses make here?
- Assuming a top-three Google ranking will show up in an AI answer, when the two systems draw on different sources.
- Treating a visibility dashboard as the finished job when nobody has written the content or fixed the pages it points at.
- Publishing content scored for keywords rather than checked for whether it sounds like an actual person.
Frequently asked questions
Is SEO dead now that GEO exists?
No. SEO and GEO solve different problems. SEO tools still do their job well if organic Google ranking is the goal. GEO is a separate, additional goal: getting named when someone asks an AI tool a question in your field. Most businesses need both.
Can I just use Semrush or Ahrefs’ AI visibility feature?
You can, and it will tell you whether you’re mentioned and which sources the answers drew on. What it does not do is decide which buyer questions your business should answer, draft the content in your people’s voices, publish it and come back to check. That is the work Ghostart adds, and many businesses run both.
Does ranking well on Google help me get cited by AI?
Yes, partly. Google’s own guidance says the fundamentals that help search also help its AI features, and AI Overviews draw on ranking pages. ChatGPT, Claude and Perplexity draw more on other material, which is why Ahrefs (2026) found only about 12% overlap between what they cite and Google’s top 10 for the same question. Keep the foundations sound, and publish beyond them.
What does Ghostart do differently from an SEO tool’s GEO tab?
Ghostart runs the full loop rather than a scoreboard. It finds where a business is missing from AI answers, gives each team member topics they can credibly write about, drafts content in their voice, scores it against the Beige-ometer so it doesn’t read as generic, publishes it, then re-checks whether the business is named across ChatGPT, Claude, Gemini and Perplexity, plus Google’s AI Overviews and AI Mode.
Who shouldn’t use Ghostart?
Businesses whose main goal is still ranking in Google’s organic results are better served by a traditional SEO tool. Ghostart’s content in personal voices also depends on at least one real person willing to publish under their own name, whether that’s a founder, a single employee or a wider team; the website, listing and answer-page work runs without one. No one willing to publish and no specific point of view to share, and the content side of Ghostart isn’t the right fit.
Sources
Muck Rack (vendor data), May 2026: more than 25 million links cited by ChatGPT, Claude and Gemini across 17 industries, with 84% of citations classified as earned media. It measures cited sources, not everything a model read. Chen, Wang, Chen and Koudas, University of Toronto (independent academic study, arXiv:2601.16858): across 300 consumer-electronics queries, earned media made up 46–65% of the sources each of Claude 4.5 Sonnet, GPT-4o, Perplexity Sonar Pro and Gemini 2.5 Flash cited, with earned sources dominating consideration queries. McKinsey (independent), October 2025: in many cases a brand's own sites make up 5–10% of the sources AI search references, based on its analysis of Google AI Overviews; it doesn't publish the sample. Ahrefs (2026): comparison of URLs cited by ChatGPT, Gemini and Copilot against Google's top 10 organic results for matching queries, finding roughly 12% overlap between the two — single-vendor data.
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