Original-data articles for the AEO era.
AI engines cite the data they cannot find anywhere else. Every article below contains proprietary research, internal benchmarks, or first-party data - the same content engine we sell to clients.
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AEO client churn risk: how to spot it before it shows up in QBR
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From 55 to 82 in 6 Weeks: HelpSquad's AEO Rank Iteration Story
HelpSquad moved its AEO Rank from 55 to 82 in six weeks — with one regression to 55 along the way. The clean lift came from Content Structure work that took the pillar from 6.8 to 9.1.
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Speakable Schema: The 99.4% Gap Hiding in Every Site's AEO Rank
99.4% of the 13,385 sites we scored fail Speakable Schema. The median score is zero. Here's why it's the cheapest AEO Rank lift left on the table.
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The State of AEO 2026: What 13,385 Sites Tell Us About AI Citation Readiness
We scored 13,385 unique domains on AEO Rank. The median is 47, only 32 sites clear 70, and just 2 reach 80. Here's what separates the top from the middle.
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The Top 32: What the Only Sites Scoring 70+ on AEO Rank Do Differently
Out of 13,385 sites, just 32 clear AEO Rank 70. We analyzed all of them. Four patterns explain the gap - none of them are about word count or backlinks.
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Trust & Authority Is the Weakest AEO Rank Pillar. Here's Why.
Across 13,385 sites, Trust & Authority averages 3.7 - the lowest of the five AEO Rank pillars. The five weakest criteria reveal what AI engines actually want.
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Eligibility for Reddit monitoring across regulated industries
Which regulated industries can use Reddit monitoring? This guide covers HIPAA, FINRA, legal, and insurance compliance requirements and how to set up Reddit intelligence without violating sector rules.