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One study puts Reddit at about 40% of AI citations. Another found it fell from 25% to 7% of Perplexity citations in two months. Both can be right. Here's how to read Reddit citation figures without turning them into false benchmarks.

Reddit Answers grew from 1 million to 15 million weekly users in 2025 and turns community threads into cited summaries. What brands can influence, what they can't, and how to earn visibility honestly.

Define a cited-URL taxonomy, encode it as typed Jev questions, validate it on labelled pages and route uncertain results to human review.

A practical look at Jev and ScaleDown Classify for GEO workflows, from classifying cited domains to measuring what different AI engines prefer to source.

Divide Search Console's generative AI impressions by total Web impressions and you get the share of your Google visibility happening inside AI Overviews and AI Mode. Here's how to calculate it, segment it and keep it honest.

A reproducible workflow for turning ChatGPT, Gemini, Perplexity and Google AI citations into URL-level evidence for content, outreach and competitive analysis.

The free tools that answer "is my site blocking AI crawlers" read robots.txt. A block can also sit at the edge, in an X-Robots-Tag header, or in a meta tag you never wrote. We failed all four on our own site.

Cloudflare Radar put Anthropic at 47,779 pages crawled per referral in January 2026 and 549 in September. Perplexity moved the other way, from 112 to 2,373. A single ratio is a dated sample, not a property of a crawler.