llmranks.io

resources

Research on how AI search actually works.

Free reports synthesized from public research and our own audit pipeline. Every number cites a primary source — verify whatever you want.

Industry report · 2026

The State of AI Search

Where AI search stands in 2026 — usage, share-of-discovery shifts, CTR impact when AI Overviews appear, and how the buyer journey is moving faster than most teams realized.

  • 900M weekly active users on ChatGPT
  • 35% of US consumers use AI for product discovery
  • Organic CTR down 61% when an AI Overview appears

Attribution index · 2026

AI Citation Index

Which sources do AI engines actually cite? An attribution-first ranking of the most-cited domains across ChatGPT, Claude, Gemini, Perplexity, and AI Overviews — synthesized from public studies covering 30M+ sources and 100M+ citations.

  • Reddit and YouTube top almost every engine
  • LinkedIn dominates Google AI Mode B2B answers
  • Wikipedia is foundational for ChatGPT but absent from AI Mode

what we're working on next

Engine-by-engine playbooks, anonymized audit teardowns, and a quarterly citation-share tracker.

If there's a specific question you want answered with real data, tell us — most reports here started as a customer's question.

AI search research, data & playbooks · LLMRanks