The openllmrank blog

Field notes on AI search visibility.

Search is moving from ten blue links to a single AI answer. These are working notes on answer engine optimization (AEO) — how ChatGPT, Perplexity, and Gemini decide which brands to recommend, and how to become one of them.

8 min readTechnical SEO

Discovered — Currently Not Indexed: The Silent Cause Nobody Checks

Our blog sat invisible in Google for months with every post stuck at "Discovered — currently not indexed." The cause wasn't content quality or crawl budget — it was broken internal links severing the crawl paths. Here's how to diagnose it in 60 seconds, and why the same failure hides you from AI crawlers too.

11 min readData

State of AI Search 2026: We Asked 5 AI Engines to Recommend Software

We ran 10 buying questions through ChatGPT, Claude, Gemini, Perplexity, and Grok — 3 times each, 150 grounded answers — and counted every brand they named. Every category had a locked shortlist, well-known challengers flickered, and 11 real brands were never named once.

7 min readData

Which Sources Do AI Engines Cite When Recommending Software?

Across 150 grounded AI answers, we logged every source the engines cited. The pattern is clear: AI recommendations run downstream of review sites, listicles, and niche blogs — not your own homepage. Here are the domains that get cited most.

9 min readAEO

What Is AEO (Answer Engine Optimization)?

AEO is the practice of getting your brand recommended inside AI answers from ChatGPT, Perplexity, Gemini, and other answer engines. Here's what it is, how it differs from SEO, and how to start.

8 min readGEO

GEO vs SEO vs AEO: What's the Difference?

SEO earns a ranking, AEO earns a citation, and GEO is another name for the same thing. Here's a plain-English breakdown of how the three overlap, where they diverge, and which to invest in.

10 min readChatGPT

How to Get Your Brand Mentioned in ChatGPT

A practical, step-by-step guide to getting ChatGPT to recommend and cite your brand — how it retrieves and chooses sources, the content that gets quoted, and how to measure whether it's working.