Latest GEO & AEO guides
Practical playbooks to get your brand cited by AI search — ChatGPT, Perplexity, Gemini, and Google AI Overviews.
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Google Just Opened a Bypass Around the 30-Day Crawl Delay It Quantified Last Week. Most Publishers Can’t Use It.
On October 8, 2026, Google launched the UGC Fresh Data Program — a direct-submission pipeline for approved forums and social platforms, built around exactly the ~30-day crawl-refresh lag Google itself quantified days earlier. We separate what Google confirmed from what we’re inferring about what this means for AI citations.
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Cited vs. Never Cited: Our Pre-Registered Test of the Control Group a 4.2x Citation Claim Never Had
Monday we found that a “quality score predicts 4.2x more AI citations” study audited only pages that were already cited — no non-cited control group. This week we build the one it’s missing: 10 topics, two engines, and for each query a candidate pool of 10 organic pages scored on an 8-pillar hygiene checklist, labeled…
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Google Search Console’s Core Report Is Running 44+ Hours Behind. Your “Live” AI Overview Numbers Aren’t Live.
As of October 11, 2026, Google Search Console’s Performance report — the data pipe behind most free AI Overview and AI Mode impression tracking — was running 44 to 64+ hours behind, with no Google acknowledgment. We separate the confirmed delay from the unconfirmed cause, and explain why this compounds a measurement problem GEO practitioners…
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GEO Vendors Are Citing a “4.2x More AI Citations” Quality-Score Study. Its Own Data Can’t Test That Claim.
A GEO-16 academic framework claims pages scoring 0.70+ on a 16-pillar quality score get cited 4.2x more by AI engines — and GEO vendors are repeating it as proof that quality scoring predicts citation. We opened the paper. Its 1,100 audited URLs were all pulled from existing citations, with no non-cited control group, so “4.2x”…
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Google Just Added AI Mode, AI Overviews and Gemini to Its Publisher Subscriptions Page. Here’s What That Does and Doesn’t Confirm.
On October 9, 2026, Google redesigned the Reader Revenue Manager homepage and added a line saying subscriber content can carry a “From your subscriptions” distinction on AI Mode, AI Overviews and Gemini — not just Search, Discover and News. No Google blog post, no changelog, no in-the-wild screenshot of it actually rendering. We separate what…
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A 116,000-Citation Study Just Landed. It Confirms Our Number, Not Yesterday’s Vendor’s.
A UK agency traced 116,000 AI citations across 8,200+ prompts and five industries, paragraph by paragraph. Result: ChatGPT and Gemini agree on just 5% of sources, and no two engines agree on more than 13% — far closer to our own ~85% single-engine-exclusive finding than the 27.2% a vendor published this week. The study also…
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A Vendor Just Measured Cross-Engine Citation Disagreement at 27%. Our Own Count Puts It Near 99%.
A new analytics platform logged 27,000 AI answers and found ChatGPT, Claude, Gemini and Perplexity disagree on brand mentions 27.2% of the time. Our own cross-engine experiment measured domain-level citation overlap directly and found it near zero. Both numbers are real — they’re just not measuring the same thing, and that gap is the whole…
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The Verdict: GEO’s Citation Chain Breaks — Just Not Where We Bet It Would
Monday we traced 3 GEO citation stats by hand and found a real problem. This week we pre-registered a method, scored 8 more, and judged five locked predictions against the data. The pattern held, harder than predicted — but the mechanism we bet would explain it was wrong, and our own research tooling broke the…
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ChatGPT’s New Interactive Answers Launched Yesterday. Nobody Said What Happens to Citations Inside Them.
GPT-6’s new “Intelligent UI” turns ChatGPT answers into charts, forms, checklists and generated tools starting Oct 7, 2026. OpenAI’s own wording: citations “might include… accessed via a Sources button whenever it’s available.” That’s a conditional, not a guarantee. We lay out what’s actually confirmed, what’s still unknown, and why this is the next stage of…