Topic · 13 notes

GEO

How ChatGPT, Gemini, Perplexity and Claude decide which businesses to name, and what changes their answer.

ChatGPT Is Citing Reddit Less. The Real Value Is in the Questions.

Reddit citations in ChatGPT have dropped sharply. But businesses can still use Reddit to discover real customer questions, monitor brands, and find new SEO and GEO opportunities.

Reddit, Chatgpt, SEO, AI agents, Brand monitoring, AI overviews, Content strategy
Does Google show the top-upvoted Reddit comment? What's documented, and how we're testing it

Google can show a single Reddit comment on the results page. Whether it's the most-upvoted one depends on the surface: snippets are picked per query, while forum boxes labelled "top" or "popular" seem to follow Reddit's own ranking. What's documented, what a first spot check showed, why it matters for brand monitoring, and how we're testing it on 100 searches.

Reddit, SEO, Serp features, Brand monitoring, Research
Reddit's logged-in era: what it changes for AI visibility and GEO

On October 29, 2026, Reddit said it will move to a primarily logged-in experience after search referrals fell by more than a million a week. Here is what is confirmed, what isn't, and what to change in a GEO program now.

Reddit, AI search, Platform strategy, Measurement
Reddit AI citation statistics: why 40%, 25% and 7% can all be right

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, Citations, Measurement, AI search
Reddit Answers optimization: how brands earn visibility without gaming communities

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.

Reddit, AI search, Reddit answers, Community marketing
How to Classify Cited URLs in Your Industry with Jev

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

AEO, SEO, Citations, Classification, Jev
AI visibility ratio: how to compare GSC AI impressions with total impressions

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.

SEO, Google search console, AI overviews, Measurement, Technical SEO
How to Mine LLM Citation Results for Search Intelligence

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

AEO, SEO, Citations, Search intelligence
How to check if your site blocks AI crawlers (all four layers)

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.

Technical SEO, AI crawlers, Diagnostics
AI crawl-to-refer ratios: why a single published figure misleads

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.

Technical SEO, AI crawlers, Measurement
Does Cloudflare's AI crawler block stop Googlebot? It depends on one setting

Since 15 September 2026, Cloudflare sorts crawlers into Search, Training and Agent. Disallow AI Training keeps Googlebot in search; the hard Block setting now stops it, search included. Here is how to tell which one your zone uses.

Technical SEO, AI crawlers, Agent readiness
What share of AI citations come from your own website? 2-6% for category queries

Four figures from three research vendors put a brand's own domain at a low single-digit share of the AI citations in its category. Local queries reverse the finding, and three widely quoted figures measure something else entirely.

SEO, Citations, Content strategy
Do AI crawlers render JavaScript? Why server-rendered HTML matters

GPTBot, ClaudeBot and PerplexityBot read the raw HTML response and don't execute JavaScript. If your content only appears after rendering, answer engines can't retrieve it or cite it.

Technical SEO, AI crawlers
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