Pinnn editorial posts about GEO.
ChatGPT said it could not read a Naver Smart Store product page, yet cited Pinnn when describing the brand. We examine that answer, Naver's crawling rules, and how to make a brand introduction accessible beyond its sales channel.
Ask an AI for someone's official channels and where does it point? We pulled the 3,909 answers that asked for a source out of 18,465, and counted citation rates by engine, the sources that came up most, and where a citation landed.
Recognizing a name and linking to an official page turned out to be two different jobs. Across 18,465 answers: how often only the name appeared, how the gap survived narrower questions, and which third-party pages took the empty seat.
Out of 18,465 answers from four AI engines, the moments where three creators' official profiles were picked as the source: the screenshots, the citation rates, the split between engines, what the three pages share, and what this cannot say.
GEO starts with clear sources and useful information. This guide covers content, technical checks, and crawler access.
