Why it works Don’t take our word. Read theirs.

This is why it works. Unmuter is built on what Google, the AI platforms and search researchers have published about content that gets found and quoted. Every line here links to its source.

Last checked 29 October 2026. All 17 sources are listed at the bottom.

What Google says, in its own words.

Google judges what is on a page, not who or what typed it. And it asks, plainly, for what only experience can give.

unique expert or experienced takes that go beyond common knowledge1

That is how Google describes non-commodity content, in its guide to AI features in Search. Commodity content, it says, is often based on common knowledge, which could originate from anyone.

Google Search Central, Optimizing your website for generative AI features on Google Search (opens in a new tab) 10 Jul 2026

Two titles from Google’s guide

Commodity content

7 Tips for First-Time Homebuyers

Non-commodity content

Why We Waived the Inspection & Saved Money: A Look Inside the Sewer Line

An Unmuter blog

Why your pentest quote is probably padded

Daan de Wit, security consultant at Northwall IT, in his own words

Northwall IT and its team are made up, to show how Unmuter works.

What the AI platforms say about sources.

None of them publishes how sources are picked. This is what each one does say, on its own pages.

What all three share

Each one shows the reader where an answer came from, with a link to the source. Our reading: a sentence that carries a name, a number and a date is easy to point to.

What the research actually measured.

Lab tests show cause, on an old model. Field studies show correlation, on live engines. Neither is a ranking promise. For each study: who ran it, how big it was and who is behind it.

+41% visibility when quotes were added

+31% when statistics were added

+27% when sources were cited

-8% when keywords were stuffed in

4.1 vs 2.4 citations on average, pages with expert quotes against pages without

5.4 vs 2.8 with 19 or more data points against pages with few

6.0 vs 3.6 updated in the last three months against older pages

44.2% of citations come from the first 30% of the page

36.2% vs 20.2% of cited text uses “X is” phrasing, against text that was not cited

20.6% vs 5 to 8% proper nouns in heavily cited text, against normal English

No lift in AI citations from adding schema markup on its own.

What the people who study this say.

Three voices from the search industry, each in their own words and dated. Short quotes only; follow the link for the full piece.

Cyrus Shepard surveyed more than 130 SEO experts. On content that repeats the common facts everyone else uses:

…isn’t a great way to get noticed by AI.16
Cyrus ShepardFounder, Zyppy SEO. Quoted by Lily Ray, 4 Oct 2026 (opens in a new tab)

On what Google’s Gary Illyes said at Search Central Live in Barcelona:

Gary Illyes said scaled content is now becoming more of a problem than link spam.16
Lily RaySEO consultant. Substack, 4 Oct 2026 (opens in a new tab)

On original data and AI citations:

Primary research is rare, but … much more citation-dense than ordinary pages.17
Kevin IndigAuthor, Growth Memo. With Amanda Johnson, 6 Jul 2026 (opens in a new tab)

Try it on your own experts. The first three are free.

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All sources

Last checked 29 October 2026

  1. Google Search Central. Optimizing your website for generative AI features on Google Search. 10 Jul 2026. developers.google.com/search/docs/fundamentals/ai-optimization-guide (opens in a new tab)
  2. Google Search Central Blog. Google Search's guidance about AI-generated content. 8 Feb 2023. developers.google.com/search/blog/2023/02/google-search-and-ai-content (opens in a new tab)
  3. Google Search Central. Creating helpful, reliable, people-first content. 5 Oct 2026. developers.google.com/search/docs/fundamentals/creating-helpful-content (opens in a new tab)
  4. Google Search Central. Spam policies for Google web search. 28 Aug 2026. developers.google.com/search/docs/essentials/spam-policies (opens in a new tab)
  5. OpenAI Help Center. Searching the web with ChatGPT. 20 Oct 2026. help.openai.com/en/articles/9237897-searching-the-web-with-chatgpt (opens in a new tab)
  6. Perplexity Help Center. How does Perplexity work? Undated. perplexity.ai/help-center/en/articles/10352895-how-does-perplexity-work (opens in a new tab)
  7. Perplexity Help Center. Understanding source labels. Undated. perplexity.ai/help-center/en/articles/20260806-understanding-source-labels (opens in a new tab)
  8. Claude Help Center. Enable and use web search. Undated. support.claude.com/en/articles/10684626-enable-and-use-web-search (opens in a new tab)
  9. Claude Platform Docs. Web search tool. Undated. platform.claude.com/docs/en/agents-and-tools/tool-use/web-search-tool (opens in a new tab)
  10. Aggarwal, Murahari, Rajpurohit, Kalyan, Narasimhan, Deshpande. GEO: Generative Engine Optimization (KDD 2024). Undated. arxiv.org/abs/2311.09735 (opens in a new tab)
  11. SE Ranking. ChatGPT citation factors. 24 Nov 2025. seranking.com/blog/chatgpt-citation-factors (opens in a new tab)
  12. Kevin Indig, Search Engine Journal. The science of how AI pays attention. 17 Feb 2026. searchenginejournal.com/the-science-of-how-ai-pays-attention/561306 (opens in a new tab)
  13. Seer Interactive. Content recency's impact on AI visibility in 2026. 24 Jul 2026. seerinteractive.com/insights/study-content-recencys-impact-on-ai-visibility-in-2026 (opens in a new tab)
  14. Ahrefs. AI-generated content does not hurt your Google rankings. 7 Jul 2025. ahrefs.com/blog/ai-generated-content-does-not-hurt-your-google-rankings (opens in a new tab)
  15. Ahrefs. Schema markup and AI citations. 11 May 2026. ahrefs.com/blog/schema-ai-citations (opens in a new tab)
  16. Lily Ray, Substack. Prediction: the next massive Google update is around the corner. 4 Oct 2026. lilyraynyc.substack.com/p/prediction-the-next-massive-google (opens in a new tab)
  17. Kevin Indig and Amanda Johnson, Growth Memo. Why most original data never gets cited. 6 Jul 2026. growth-memo.com/p/why-most-original-data-never-gets (opens in a new tab)

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