How Google AI Mode picks sources (different from AI Overviews)
AI Mode and AI Overviews share only 13.7% of their citations. Here is how AI Mode selects sources, and why being cited in one does not get you the other.
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AI Mode and AI Overviews share only 13.7% of their citations. Here is how AI Mode selects sources, and why being cited in one does not get you the other.
Continue ReadingA 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 ReadingSeven Reddit brand monitoring tools, ranked by latency, comment coverage, and platform risk. Includes the one that died and the one that replaced it.
Continue ReadingThe first hour decides whether a negative Reddit review fades or compounds. Here is the operator response protocol, including disclosure format, public vs DM rules, and when silence wins.
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 ReadingChatGPT is telling your prospects something false about your company. Here is the hour-by-hour incident response playbook for the first 48 hours, from confirmation to containment to durable fix.
Continue ReadingReddit threads rank #1 for branded queries because Google trusts Reddit. Deletion rarely works. SEO displacement does. Here is the realistic timeline and the content you actually need to publish.
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 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 ReadingSocial listening split into two layers in 2026: traditional brand monitoring and AI visibility tracking. The 11 tools operators actually use, with current pricing and the 2024-2025 acquisition map.
Continue Reading11 articles tagged
AI Mode and AI Overviews share only 13.7% of their citations. Here is how AI Mode selects sources, and why being cited in one does not get you the other.
Continue ReadingA 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 ReadingSeven Reddit brand monitoring tools, ranked by latency, comment coverage, and platform risk. Includes the one that died and the one that replaced it.
Continue ReadingThe first hour decides whether a negative Reddit review fades or compounds. Here is the operator response protocol, including disclosure format, public vs DM rules, and when silence wins.
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 ReadingChatGPT is telling your prospects something false about your company. Here is the hour-by-hour incident response playbook for the first 48 hours, from confirmation to containment to durable fix.
Continue ReadingReddit threads rank #1 for branded queries because Google trusts Reddit. Deletion rarely works. SEO displacement does. Here is the realistic timeline and the content you actually need to publish.
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 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 ReadingSocial listening split into two layers in 2026: traditional brand monitoring and AI visibility tracking. The 11 tools operators actually use, with current pricing and the 2024-2025 acquisition map.
Continue Reading