GEO / AI Search Thread

REPLIES R1 Citation patterns in ChatGPT are not backlink signals in new packaging. Pages that get cited consistently have dense entity co-occurrence — your brand appearing alongside established topic entities in the same semantic neighborhood — plus clean schema markup that tells crawlers what the page is , not just what it says . You can have DA 80 and still get skipped by every AI answer engine. Authority without entity clarity is invisible to LLMs. R2 Hot take: most GEO checklists are just SE