Why News Sites Are Invisible to AI (And What to Write Instead)
We analyzed 22,000+ AI citations across Latin America. News sites got cited only 2% of the time. Here's what AI actually cites — and how to make your content get recommended by ChatGPT, Perplexity, and Gemini.
The Surprising Finding
We ran Tocho's citation pipeline across 22,000+ URLs in Latin America — Brazil, Mexico, Colombia, Argentina, Chile, Peru, and Quebec. We asked Gemini and Perplexity: "Would you cite this page?"
The results shocked us.
News sites — despite being high-traffic, frequently updated, and editorially staffed — got cited only 2% of the time.
Meanwhile, niche blogs about Colombian fintech regulations? 68% citation rate. University research pages? 9%. Government portals? 7%.
What AI Actually Wants to Cite
AI models don't care about freshness the way Google does. They care about reference quality — can they quote a clear, definitive answer from your page?
Here's what gets cited, ranked by our data:
| Content Type | Citation Rate | Why | |-------------|--------------|-----| | Niche authority content | 68% | Specific expertise on a focused topic | | Educational (.edu) | 9% | Inherent E-E-A-T signals, structured content | | Government (.gov) | 7% | Official source for regulations, statistics | | Tech/developer docs | 6% | Clear, structured, quotable | | Finance/fintech | 4% | Regulatory specificity | | E-commerce (product pages) | 4% | Comparison data, specs | | News | 2% | Timely but not quotable |
Why News Fails for AI Citation
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News is ephemeral. A breaking story is relevant for hours. AI models answer questions that are relevant for months. They need content with a longer shelf life.
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News lacks structure. Inverted pyramid is great for human readers but bad for AI extraction. AI needs FAQ sections, comparison tables, and clear definition paragraphs.
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News doesn't define anything. When someone asks "What is GEO?", AI cites the page that defines it, not the one that reported on it.
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News is competitive. Hundreds of outlets cover the same story. AI picks ONE source. For reference content, there may only be 2-3 authoritative pages.
What to Write Instead
If your goal is AI citation (not just Google ranking), write reference content:
The "Complete Guide" Format
Write the definitive resource on a topic. "The Complete Guide to E-Commerce Regulations in Colombia" will get cited for years. A news article about a regulation change gets cited for a day.
The FAQ Format
Structure your content as questions and answers. Add FAQPage JSON-LD schema. Our data shows pages with FAQ schema get cited 36% more often.
The Comparison Table Format
"Shopify vs Nuvemshop for Brazilian Merchants" with a structured comparison table. AI loves to cite tables — they're structured, quotable, and definitive.
The Data-First Format
Lead with specific numbers. "42% of Brazilian e-commerce transactions use PIX" is citable. "A large portion of transactions use mobile payments" is not.
How to Measure
Traditional SEO tools measure Google rankings. But only 12% of AI citations match organic search results. You need a different measurement tool.
Check your content's AI citation probability →
Tocho scores your content across 8 dimensions that predict whether AI models will cite it — trained on real citation observations from Perplexity, ChatGPT, and Gemini. Free, no signup required.