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Do review sites (G2/Capterra) drive B2B AI citations?
Ask three vendors whether G2 reviews affect AI visibility and you tend to get three answers, each...
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Answer Engine Optimization (AEO) Statistics (2026): 55+ Data Points...
Last updated: June 2026. We review and update this page quarterly as new primary research...
AI Search Optimization Checklist: Win AI Citations and Drive B2B...
For B2B marketing leaders, the landscape of buyer discovery has fundamentally shifted. AI...
Why SEO Fundamentals Still Power AI Search Citations for B2B Marketers
Most VP‑of‑Marketing teams assume that AI‑driven search will make classic SEO tactics...
How to Build AI Answer Citations That Drive B2B Pipeline
VPs of Demand Generation are losing early‑stage buyer intent because their content rarely...
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Citation mechanics
How Offsite Brand Mentions Compound Into AI Citations
Two B2B software companies sell the same kind of product to the same kind of buyer. Their websites...
Do Expert Quotes Earn LLM Citations? (B2B Evidence and Guide)
Do expert quotes earn LLM citations? There is real evidence that they help, and there is a lot of...
Pulling Citation & Mention Data via an AEO API (B2B Guide)
Most AI visibility data sits inside a dashboard you can look at but not question. That works until...
Does Markdown Increase AI Bot Traffic? What the Tests Show
Short answer, based on the controlled tests that have actually been run: no, not in any meaningful...
Can AI Crawlers Render Your JavaScript? (And Why It Kills Citations)
Short answer: mostly no, and it is quietly costing B2B sites their AI citations. The major AI...