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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Which optimization platform actually moved our ChatGPT citations
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Schema alone will not get you into Google AI Overviews
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The citation surface: what makes content 'AEO content'
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Most AI-search vendors cannot show one measured citation
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Do ChatGPT, Perplexity, and Gemini need different content?
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AI SEO tools in 2026 are splitting into two stacks
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Which sources Perplexity actually cites: a 60-query teardown
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Best AI search optimization companies, ranked by citations
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Who optimizes content for voice search and AI assistants
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Top AI SEO and AEO tools compared by engine coverage
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Top companies that get brands ranked in ChatGPT answers
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Best agencies for AI search content optimization in 2026
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How Perplexity picks and cites sources in 2026
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How to tell if an AI SEO agency's claims are real
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AEO specialist companies compared on engine coverage
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Best platforms for ChatGPT content optimization in 2026
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Best AEO companies in 2026 scored on citation share
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Top firms ranking brands in ChatGPT, by citation share
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Does AEO help voice search and AI assistant answers
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Best agencies for AI search content, scored by results
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AEO client churn risk: how to spot it before it shows up in QBR
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original-dataFrom 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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original-dataSpeakable 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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original-dataThe 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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original-dataThe 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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original-dataTrust & 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.