How AI reads this page
ChatGPT, Claude, Gemini and Perplexity don't look at colours, images or animations. They receive text, headings, links and structured data. Below is exactly what they read when they open “AI cites your site but never names your brand: ghost citations and what to do”.
The AI receives 2,224 words in 9 sections, 19 links and 3 blocks of structured data.
Text
The page content in Markdown, without menus or graphics. It is the format closest to how a language model reads text.
# AI cites your site but never names your brand: ghost citations and what to do > 40% of AI citations don't name the brand (data on 16 million appearances). Why it happens on ChatGPT, Gemini and Google, how to measure it and how to fix it. URL: https://geosnap.ai/en/blog/citazioni-fantasma-ai-cita-il-sito-ma-non-nomina-il-brand-cosa-fare Language: English Version IT: https://geosnap.ai/blog/citazioni-fantasma-ai-cita-il-sito-ma-non-nomina-il-brand-cosa-fare Author: Rinald Sefa, CMO Geosnap · Category: GEO strategy Publisher: Geosnap (Maind Group S.r.l.), https://geosnap.ai ## In short A ghost citation is an AI answer that uses one of your pages as a source, with the link in the footnotes, but never writes your brand name in the text. According to a Writesonic analysis of roughly 16 million brand appearances over 30 days, it happens in about 40% of citations, peaking at 52% on Perplexity and 49% on Google AI Mode. To know whether it affects you, count mentions and citations separately; to reduce it, keep your brand name in the same sentence as the fact the AI picks up. - A citation and a mention are two different things: the first is a link to your page, the second is your name written in the answer. 40% of citations come without a mention. - Engines behave in opposite ways: Perplexity (52%) and Google AI Mode (49%) cite a lot but rarely name; Gemini (25%) and Copilot (19%) name far more often. - Google keeps adding links to its AI answers, but an extra link is not an extra name: track 'what it links' and 'who it names' as separate numbers. - The most likely cause is rewriting: when the brand name sits far from the fact that makes the page worth citing, synthesis pulls them apart. Put them back in the same sentence. - Sort every answer into four groups (cited and named, cited but not named, named but not cited, neither) and follow the trend per engine. Written by the Geosnap AI agent, reviewed and approved by Rinald Sefa. Translated from the Italian original. [Read the original](https://geosnap.ai/blog/citazioni-fantasma-ai-cita-il-sito-ma-non-nomina-il-brand-cosa-fare) You check what ChatGPT or Google says about your industry and find your site among the sources. Good. Then you reread the answer: your name is nowhere. The information is yours, the link is yours, the brand has vanished. [Search Engine Land](https://searchengineland.com/ghost-citation-problem-ai-483794) calls this a "ghost citation", and according to the data it reports it affects around 40% of citations in AI answers. With AI Overviews now showing on [over 80% of Google searches](https://www.seroundtable.com/over-80-of-google-searches-have-ai-overviews-42372.html), that is not a footnote. Here is how common it is, why it happens and what you can do. ## What is a ghost citation and how common is it? It is an AI answer that uses your page as a source without writing your brand name in the text. The study's definitions are simple: a **citation** is a link to your page among the answer's sources; a **mention** is your brand name written in the answer. When you get the first without the second, the citation is a "ghost". The numbers come from an analysis by Writesonic, a company that sells AI visibility tools, published on [Search Engine Land](https://searchengineland.com/ghost-citation-problem-ai-483794) and covered by [DesignRush](https://news.designrush.com/ghost-citations-ai-search-brand-visibility): roughly 16 million brand appearances in a 30-day window across seven engines. In about 40% of cases the page was cited but the brand did not appear in the answer. The study states its limits: it does not explain the causes and does not measure the effect on clicks, brand recall or sales. It remains the largest dataset available on this pattern, and the pattern shows up in every engine analysed. Why it matters: people who read an AI answer often never open the sources. If your fact is in the answer and your name is not, you have worked for the answer, not for your brand. In practice: your hiking-gear store publishes a guide with a table of weights and temperature ratings; the AI picks it up, cites it at the bottom, but in the text writes "according to an industry guide". The reader learns, and buys wherever is most convenient. ## Which AI engines name the brand and which don't? It depends on the engine, and the gaps are wide. This is the share of citations without a mention per engine reported by the [study](https://searchengineland.com/ghost-citation-problem-ai-483794): | AI engine | Citations without the brand name | | --- | --- | | Perplexity | 52% | | Google AI Mode | 49% | | Google AI Overviews | 41% | | ChatGPT | 37% | | Gemini | 25% | | Grok | 22% | | Microsoft Copilot | 19% | The study splits engines into two families. The "citers" (Perplexity and Google's products) add many links but rewrite in their own words and rarely name. The "namers" (Gemini and Copilot) link less but, when they use a source, tend to write its name. ChatGPT and Grok sit in between. For you this means the same content can make you visible on Gemini and invisible on AI Mode, and that a single "AI visibility" number hides the difference. There is a second effect to keep in mind: on Google almost half of AI Mode citations carry no name, but AI Mode and AI Overviews are also where most people meet an AI answer. A 41-49% rate on that volume weighs more than Copilot's 19%. ## Why does AI use your content without naming you? The most likely explanation is rewriting, not a choice against your brand. The [study](https://searchengineland.com/ghost-citation-problem-ai-483794) is candid: "our field doesn't have a complete explanation yet". The two hypotheses it offers are these. - **The link counts as attribution.** Some engines treat the footnote link as sufficient credit, absorb the information and rewrite it in their own voice. The source stays in the notes, the name drops out of the text. - **Page structure separates name and fact.** If your brand name sits in the title or footer and the fact the AI picks up sits three paragraphs lower, synthesis has room to pull them apart. A sentence like "32% of customers choose in-store pickup" travels alone; "according to our 2026 observatory, 32%..." travels with an attribution, even a generic one. It is also worth looking at how Google describes its own systems. The [Search Central documentation](https://developers.google.com/search/docs/appearance/ai-features) says AI Overviews and AI Mode break a question into several searches ("query fan-out"), pull information from a wider set of pages and show supporting links; it promises no form of attribution in the text and reminds site owners that their only controls are the classic ones (robots.txt, nosnippet, max-snippet). On top of that, since October 23 Google has been [testing AI-generated descriptions](https://www.seroundtable.com/google-ai-overview-citation-ai-summaries-42361.html) inside the source cards too: the text next to your link may not be your page's text. If your brand name is not inside the content the AI picks up, it has nowhere to live. ## How do you measure mentions and citations separately? With four groups, not one number. For every question you track and every engine, classify the answer like this: | Case | What it means | What to do | | --- | --- | --- | | Cited and named | Your page is a source and your brand is in the text | This is the result you want: work out which page and which sentence did it, and repeat them | | Cited but not named | Ghost citation | Open the cited page, find the passage that was reused and check where the brand name sits relative to it | | Named but not cited | The AI talks about you using other people's sources | Check what those sources say (reviews, comparisons, forums) and whether it is accurate | | Neither cited nor named | Absent | Classic GEO work: answer-shaped content, third-party sources, original data | Do it per engine, because the rates above show that averages mislead. If you already keep a list of questions to monitor (we explain [how to choose the right prompts](https://geosnap.ai/en/blog/quali-prompt-monitorare-risposte-ai-come-scegliere) here), adding a "cited" and a "named" column costs little and changes what you see. Geosnap keeps brand mentions and the sources used in ChatGPT, Gemini and Google AI Mode answers as separate signals for exactly this reason: the same question can earn you a mention on one engine and a ghost citation on another. A warning about the numbers: AI answers change from week to week, so don't compare two isolated snapshots. Look at the trend over at least a month and across several phrasings of the same question. ## How do you keep the brand name next to the information? Move the name closer to the fact, and create facts that only exist with your name on them. These are the four areas the study suggests testing; none is a proven rule, all are cheap to try. 1. **Put the name in the same sentence as the fact.** Not "32% of customers choose in-store pickup" with your logo at the top, but "According to [your brand]'s 2026 observatory, 32% of customers choose in-store pickup". Do it for the numbers, definitions and claims you expect to be reused, not for every sentence. 2. **Give your research a name.** A "2026 Delivery Observatory" or a "Rental Price Index" with a proper name is harder to anonymise than generic advice. The name becomes part of the fact. 3. **Reinforce the name off your site.** When your fact appears on trade publications, directories, reviews and forums with your name beside it, the AI meets the name-fact pair several times and has fewer reasons to split it. This matters most for engines that lean on third-party sources. 4. **Re-check the answers after every change.** Take the prompts with ghost citations, change the page, wait a few weeks and ask the same questions on the same engines. If the name appears, you have found the cause for that page; if not, check whether other brands were named in the meantime and which sources backed them. A travel agency in Turin that publishes a yearly ranking of the most-booked destinations can test this in an afternoon: one version of the page with the agency's name in the ranking's title and in the first sentence of each entry, then a month of checks on the same ten questions. ## Why it matters now: more links in answers, not more names Because AI answers are adding links, not mentions. On October 15 Google announced [more inline links, placed higher, and a dedicated section for official sites](https://blog.google/products-and-platforms/products/search/updates-ai-mode-overviews-explore-web/) in AI Mode and AI Overviews (we covered it [here](https://geosnap.ai/en/blog/google-piu-link-ai-mode-ai-overviews-cosa-cambia-per-il-tuo-sito)). That is good news for traffic, but it does not change the sentence in which your fact gets rewritten. If you only measure links, over the coming months you will see "citations" grow and may conclude that brand visibility is growing. The data above says that on Google AI Mode one citation in two comes without a name. So the question to ask is not "how often am I cited" but "how often does the reader know it's me". Separate the two measures, look at engines one by one, and work on the pages where the name and the fact have drifted apart. In the [answer analysis](https://geosnap.ai/en/features) this is the first cross-check to read: sources cited against brands named, for every engine. ## Sources - [Ghost citations: Why AI search cites your content, not your brand](https://searchengineland.com/ghost-citation-problem-ai-483794) (Search Engine Land, 2026-07-30) - [40% of AI Citations Leave Source Brands Unnamed](https://news.designrush.com/ghost-citations-ai-search-brand-visibility) (DesignRush, 2026-09-30) - [AI features and your website](https://developers.google.com/search/docs/appearance/ai-features) (Google Search Central, 2025-12-10) - [More ways to connect with the web from Search](https://blog.google/products-and-platforms/products/search/updates-ai-mode-overviews-explore-web/) (Google, 2026-10-15) - [Over 80% Of Google Searches Have AI Overviews](https://www.seroundtable.com/over-80-of-google-searches-have-ai-overviews-42372.html) (Search Engine Roundtable, 2026-10-26) - [Google AI Overview Citations Showing AI Summaries](https://www.seroundtable.com/google-ai-overview-citation-ai-summaries-42361.html) (Search Engine Roundtable, 2026-10-23) ## Frequently asked questions ### What is a ghost citation in AI answers? It is an answer from ChatGPT, Gemini, Google AI Mode or another engine that uses one of your pages as a source, with the link among the sources, but does not write your brand name in the text. According to the Writesonic analysis reported by Search Engine Land, it happens in about 40% of citations, across 16 million appearances in 30 days. ### Is being cited without being named still useful? Partly. The link can bring some visits and confirms that the engine considers the page reliable. But a reader who never opens the sources does not connect the information to your brand, and the study did not measure effects on clicks, recall or sales. It is worth counting the two things separately and aiming for both. ### Which AI engines most often name the brands they cite? According to the study's data, Microsoft Copilot (19% of citations without a name) and Gemini (25%) name brands most often; Perplexity (52%) and Google AI Mode (49%) cite a lot but rarely name; ChatGPT sits at 37% and Google AI Overviews at 41%. The percentages are averages across thousands of brands and can change over time. ### How do I reduce ghost citations on my site? Put your brand name in the same sentence as the facts and claims the AI tends to reuse, give your research a proper name, make sure your name appears next to your data on third-party sources too, and re-check the same questions on the same engines a few weeks after the change. These are tests, not certainties: the study itself says the causes are not yet proven. ### Is there a markup or file that forces AI to name the brand? No. Google Search Central's documentation says no special files or structured data are needed to appear in AI Overviews and AI Mode, and that the available controls are the classic ones (robots.txt, nosnippet, max-snippet), which limit what is shown but do not impose attribution in the text. Other engines offer no such control either.
Structured data
Schema.org data (JSON-LD) embedded in the page code. It tells the AI explicitly what the page is about and who published it.
BreadcrumbList describes the path through the site
{
"@context": "https://schema.org",
"@type": "BreadcrumbList",
"itemListElement": [
{
"@type": "ListItem",
"position": 1,
"name": "Home",
"item": "https://geosnap.ai/en/"
},
{
"@type": "ListItem",
"position": 2,
"name": "Blog",
"item": "https://geosnap.ai/en/blog/"
},
{
"@type": "ListItem",
"position": 3,
"name": "GEO strategy",
"item": "https://geosnap.ai/en/blog/#strategia-geo"
},
{
"@type": "ListItem",
"position": 4,
"name": "AI cites your site but never names your brand: ghost citations and what to do",
"item": "https://geosnap.ai/en/blog/citazioni-fantasma-ai-cita-il-sito-ma-non-nomina-il-brand-cosa-fare"
}
]
}
BlogPosting describes the article: author, dates and sources
{
"@context": "https://schema.org",
"@type": "BlogPosting",
"@id": "https://geosnap.ai/en/blog/citazioni-fantasma-ai-cita-il-sito-ma-non-nomina-il-brand-cosa-fare#article",
"headline": "AI cites your site but never names your brand: ghost citations and what to do",
"description": "40% of AI citations don't name the brand (data on 16 million appearances). Why it happens on ChatGPT, Gemini and Google, how to measure it and how to fix it.",
"inLanguage": "en",
"url": "https://geosnap.ai/en/blog/citazioni-fantasma-ai-cita-il-sito-ma-non-nomina-il-brand-cosa-fare",
"mainEntityOfPage": "https://geosnap.ai/en/blog/citazioni-fantasma-ai-cita-il-sito-ma-non-nomina-il-brand-cosa-fare",
"image": "https://geosnap.ai/img/blog/p2026-10-27-citazioni-fantasma-en.webp",
"articleSection": "GEO strategy",
"wordCount": 1553,
"author": {
"@type": "Person",
"name": "Rinald Sefa",
"jobTitle": "CMO",
"url": "https://geosnap.ai/en/about",
"worksFor": {
"@id": "https://geosnap.ai/#organization"
}
},
"publisher": {
"@id": "https://geosnap.ai/#organization"
},
"isAccessibleForFree": true,
"abstract": "A ghost citation is an AI answer that uses one of your pages as a source, with the link in the footnotes, but never writes your brand name in the text. According to a Writesonic analysis of roughly 16 million brand appearances over 30 days, it happens in about 40% of citations, peaking at 52% on Perplexity and 49% on Google AI Mode. To know whether it affects you, count mentions and citations separately; to reduce it, keep your brand name in the same sentence as the fact the AI picks up.",
"datePublished": "2026-10-27",
"dateModified": "2026-10-27",
"citation": [
"https://searchengineland.com/ghost-citation-problem-ai-483794",
"https://news.designrush.com/ghost-citations-ai-search-brand-visibility",
"https://developers.google.com/search/docs/appearance/ai-features",
"https://blog.google/products-and-platforms/products/search/updates-ai-mode-overviews-explore-web/",
"https://www.seroundtable.com/over-80-of-google-searches-have-ai-overviews-42372.html",
"https://www.seroundtable.com/google-ai-overview-citation-ai-summaries-42361.html"
],
"translationOfWork": {
"@id": "https://geosnap.ai/blog/citazioni-fantasma-ai-cita-il-sito-ma-non-nomina-il-brand-cosa-fare#article"
}
}
FAQPage describes the frequently asked questions
{
"@context": "https://schema.org",
"@type": "FAQPage",
"@id": "https://geosnap.ai/en/blog/citazioni-fantasma-ai-cita-il-sito-ma-non-nomina-il-brand-cosa-fare#faq",
"mainEntity": [
{
"@type": "Question",
"name": "What is a ghost citation in AI answers?",
"acceptedAnswer": {
"@type": "Answer",
"text": "It is an answer from ChatGPT, Gemini, Google AI Mode or another engine that uses one of your pages as a source, with the link among the sources, but does not write your brand name in the text. According to the Writesonic analysis reported by Search Engine Land, it happens in about 40% of citations, across 16 million appearances in 30 days."
}
},
{
"@type": "Question",
"name": "Is being cited without being named still useful?",
"acceptedAnswer": {
"@type": "Answer",
"text": "Partly. The link can bring some visits and confirms that the engine considers the page reliable. But a reader who never opens the sources does not connect the information to your brand, and the study did not measure effects on clicks, recall or sales. It is worth counting the two things separately and aiming for both."
}
},
{
"@type": "Question",
"name": "Which AI engines most often name the brands they cite?",
"acceptedAnswer": {
"@type": "Answer",
"text": "According to the study's data, Microsoft Copilot (19% of citations without a name) and Gemini (25%) name brands most often; Perplexity (52%) and Google AI Mode (49%) cite a lot but rarely name; ChatGPT sits at 37% and Google AI Overviews at 41%. The percentages are averages across thousands of brands and can change over time."
}
},
{
"@type": "Question",
"name": "How do I reduce ghost citations on my site?",
"acceptedAnswer": {
"@type": "Answer",
"text": "Put your brand name in the same sentence as the facts and claims the AI tends to reuse, give your research a proper name, make sure your name appears next to your data on third-party sources too, and re-check the same questions on the same engines a few weeks after the change. These are tests, not certainties: the study itself says the causes are not yet proven."
}
},
{
"@type": "Question",
"name": "Is there a markup or file that forces AI to name the brand?",
"acceptedAnswer": {
"@type": "Answer",
"text": "No. Google Search Central's documentation says no special files or structured data are needed to appear in AI Overviews and AI Mode, and that the available controls are the classic ones (robots.txt, nosnippet, max-snippet), which limit what is shown but do not impose attribution in the text. Other engines offer no such control either."
}
}
]
}
Metadata
The information in the page header, which crawlers and engines read before the content.