8 articles tagged
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.
Continue ReadingOnly 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.
Continue ReadingBrands with profiles on G2, Capterra, and Trustpilot are cited 3x more often in ChatGPT answers. The 2026 listing checklist after the G2/Gartner merger.
Continue ReadingSyndicated press releases get cited in 0.04% of AI answers. Editorial placements drive the other 82%. The 2026 data on where PR budget actually moves the needle.
Continue ReadingProfound is $499 a month. Otterly is $29. The DIY prompt panel is $0 and teaches you which queries actually matter. Here is the free methodology.
Continue ReadingFive 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.
Continue ReadingUnlinked brand mentions correlate 0.664 with AI citations. Backlinks correlate 0.218. Mentions are 3x more predictive. Here is why, and what to do about it.
Continue ReadingHow 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.
Continue Reading8 articles tagged
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.
Continue ReadingOnly 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.
Continue ReadingBrands with profiles on G2, Capterra, and Trustpilot are cited 3x more often in ChatGPT answers. The 2026 listing checklist after the G2/Gartner merger.
Continue ReadingSyndicated press releases get cited in 0.04% of AI answers. Editorial placements drive the other 82%. The 2026 data on where PR budget actually moves the needle.
Continue ReadingProfound is $499 a month. Otterly is $29. The DIY prompt panel is $0 and teaches you which queries actually matter. Here is the free methodology.
Continue ReadingFive 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.
Continue ReadingUnlinked brand mentions correlate 0.664 with AI citations. Backlinks correlate 0.218. Mentions are 3x more predictive. Here is why, and what to do about it.
Continue ReadingHow 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.
Continue Reading
