#ChatGPT
17 articles tagged
How LLMs use Reddit for product and category queries
Reddit is the single most-cited domain in AI search, but LLMs pull old, low-vote threads, not viral posts. How they really use Reddit for product queries.
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How LLMs use Wikipedia for brand queries (and how to earn inclusion)
Wikipedia is ChatGPT's top factual source, but the 48% headline is misleading. How LLMs really use Wikipedia for brand queries, and the earned path in.
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Why is my competitor showing up in ChatGPT and I'm not? (forensic audit)
A four-gap diagnostic flowchart for figuring out exactly why ChatGPT, Perplexity, and AI Overviews cite your competitor and not you - and which fix to ship first.
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Does llms.txt actually work? The adoption reality in 2026
Only 10.13% of sites have llms.txt, and the two largest 2026 studies found no measurable citation lift. What the file does, what it doesn't, and the time budget we'd spend instead.
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How LLMs use G2, Capterra, and Trustpilot for SaaS citations
Brands with profiles on G2, Capterra, and Trustpilot are cited 3x more often in ChatGPT answers. The 2026 listing checklist after the G2/Gartner merger.
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The 50 domains that drive 80% of AI citations (Q2 2026 update)
Five studies of 100M+ AI citations converge on the same short list. These are the 50 domains doing most of the citation work across ChatGPT, Perplexity, and Google AI Overviews. Updated quarterly.
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How to get your brand mentioned in ChatGPT (complete 2026 guide)
How ChatGPT, Perplexity, Claude, and Google's AI Overviews actually pick sources in 2026. The training vs retrieval split, the source graph, and the operator playbook.
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