Ghost Citations: When AI Links to You But Never Says Your Name

Most of the time an AI answer engine links to your website, it never actually says your brand name in the answer text. New research shows 61.7% of AI citations are what analysts call "ghost citations": a source link sits in a list, but the reader never learns who you are. For brands chasing AI visibility, that may be a bigger problem than not being cited at all.

What are ghost citations?

A ghost citation happens when an AI search tool such as ChatGPT, Perplexity or Google's AI Overviews pulls information from your page and adds a link to it, but the written answer itself never mentions your company or product by name.

According to research compiled by Position.digital, most LLM citations are ghost citations, where the domain gets a source link but the brand name isn't mentioned in the answer text. The figure given is 61.7% of all LLM citations.

That is a striking number. For roughly six out of ten citations a brand earns, the person reading the AI's answer has no idea that brand was involved, unless they scroll down and click through the source list, something most people never do.

Why does this matter for your business?

Being cited without being named breaks the usual logic of AI visibility. Marketers have spent the last year treating "getting cited" as equivalent to "getting mentioned." The ghost citation data suggests that's a mistake: a link tucked into a footnote does little for brand recall if a user never reads or clicks it.

This sits alongside other findings about how selective and inconsistent AI citation behaviour really is. Research from Profound, cited by Digital Applied, found that only about 11% of domains are cited by both ChatGPT and Perplexity for similar prompts. Each platform also leans on different source types: ChatGPT relies on Wikipedia for 47.9% of top-10 citations, Perplexity relies on Reddit for 46.7%, and Google AI Overviews relies on YouTube for 23.3%.

Ranking position still plays a role in whether you get cited at all. Data from AirOps, referenced by Position.digital, shows that 43.2% of pages ranking first in Google are cited by ChatGPT, 3.5 times higher than pages ranking outside Google's top 20. Ahrefs found a similar pattern for Google's own AI answers: 38% of AI Overview citations also rank in the top 10 of Google search results, and a page at position one has a 58% chance of being cited, dropping to 14% by position ten.

So the good news is that strong organic rankings still buy you a seat at the table. The less good news, per the ghost citation figures, is that a seat at the table doesn't guarantee anyone notices you're sitting there.

There's also a structural reason ghost citations are so common: AI engines increasingly favour third-party sources over brand-owned content when naming who is "best" at something. On software and professional topics specifically, research cited by Position.digital shows that G2 is the most cited software review platform on ChatGPT, Perplexity and Google's AI Overviews, while LinkedIn is the most-cited domain for professional queries across AI Overviews, AI Mode, ChatGPT, Microsoft Copilot and Perplexity. If a review site or forum is doing the naming, your own product page becomes a background citation, not the headline.

What should you do now?

First, stop treating citation count as your only AI visibility metric. A citation where your brand name is spoken aloud in the answer is worth far more than a silent link. Track both separately where you can, using a visibility tool or a manual audit of how AI answers describe your category.

Second, make your brand name unavoidable in the content itself. If your product pages, comparison articles and help documentation consistently pair your brand name with the specific problem it solves, AI systems have more raw material to work with when deciding whether to name you outright rather than just link to you.

Third, invest in the third-party surfaces AI models already trust. Since G2 and LinkedIn dominate citations in software and professional categories, getting reviewed, discussed and linked on those platforms isn't optional extra credit, it's core to whether your name ever appears in an AI answer at all.

Fourth, keep your ranking fundamentals solid. The data is consistent across studies: a page ranking first has a 58% chance of being cited, falling to just 14% by position ten. If you're not ranking well in traditional search, you're competing for citations with one hand tied behind your back.

Finally, check where you actually stand today rather than guessing. Running your brand through a free audit, such as Sited's at https://sited.online, gives you a concrete baseline of how often AI systems mention you by name versus simply linking to you, which is the real distinction that matters after this data.

Frequently asked questions

What is a ghost citation in AI search?

A ghost citation is when an AI answer engine links to your website as a source but never mentions your brand or company name in the visible answer text. According to Position.digital, 61.7% of LLM citations are ghost citations.

Does ranking well in Google still help with AI citations?

Yes. Research cited by Position.digital found that pages ranking first in Google are cited by ChatGPT 3.5 times more often than pages outside the top 20, and Ahrefs data shows a page at position one has a 58% chance of being cited, dropping to 14% by position ten. Rankings remain a strong predictor even in the AI search era.

Why do different AI platforms cite such different sources?

Each engine has built its own habits around what it trusts. Profound's analysis, cited by Digital Applied, found ChatGPT leans heavily on Wikipedia, Perplexity leans on Reddit, and Google AI Overviews leans on YouTube, with only a small fraction of domains cited consistently across engines.

Should I stop focusing on getting cited at all?

No. Citations are still valuable as a distribution channel and can drive qualified traffic when users do click through. But the ghost citation data means brands should also measure whether their name is actually spoken in the answer, not just whether a link appears, since that's what shapes buyer perception and recall.

Which third-party sites matter most for being named by AI?

It depends on your category, but review and professional platforms carry outsized weight. Research cited by Position.digital shows G2 is the most cited software review platform across ChatGPT, Perplexity and Google's AI Overviews, while LinkedIn is the most-cited domain for professional queries, making a strong presence on both a practical priority.