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Research

AI citation report - where each model actually pulls answers from.

We probed 25+ AI models with 12,000 buyer prompts across 40 industries. This is what they cite, how they cite, and how much citation composition varies by model.

What you get

What you get

12,000 prompts

Real buyer prompts across 40 verticals - legal, medical, home services, SaaS, retail, finance.

6 major models

ChatGPT, Gemini, Claude, Perplexity, Copilot, and Apple Intelligence sampled and scored.

Per-model breakdown

Citation source diversity, freshness bias, and authority thresholds vary massively by model.

Quarterly updates

Recomputed every quarter as models ship. What ChatGPT cited in Q1 isn't what it cites now.

Which sources does each model favor?

Aggregated citation preference from Q1 2026 sampling. Rank order approximate - actual composition shifts weekly.

ChatGPT

Wikipedia, established publishers, brand's own domain, industry associations

Perplexity

Fresh news publishers, Reddit, YouTube transcripts, Substack, arXiv

Gemini

Google Knowledge Graph, Google Business Profile, YouTube, high-authority publishers

Claude

Long-form journalism, academic sources, established brand documentation

Copilot

Bing-indexed publishers, LinkedIn, Microsoft-network sources

Perplexity Shopping

Reddit, YouTube reviews, specialty publications, brand-owned product pages

Methodology summary

  • • 12,000 real buyer prompts drawn from client engagements and public search-intent datasets.
  • • Each prompt run against 6 major AI models via public interfaces (no scraping of gated APIs).
  • • Citation sources parsed from linked-source blocks and inline attributions.
  • • Deduplication by domain; sub-paths counted separately when the model surfaced them independently.
  • • Recomputed quarterly. Full methodology available on request.

Get your business into these citations

Our GEO engagements target the exact source stack each model cites.

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