gptmelo Research
Industry research reports
Original benchmarks and test data on GEO tools, AI crawler readiness, and AI search visibility. All reports stay published — browse current and past editions anytime.
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Industry report
AI Platform Citation Patterns 2026
AI Platform Citation Patterns: how ChatGPT, Google AI Overviews, Perplexity, Gemini, and Claude choose who to cite.
Published July 23, 2026 · ~8 min read
Industry report
Do GEO Tools Practice What They Preach? We Audited 6 AI Search Visibility Platforms (2026 Data)
Exclusive benchmark: we tested the llms.txt adoption, AI crawler policies, and pricing of 6 GEO tools — gptmelo, Peec AI, Otterly, ZipTie, Geoptie, AICarma. Only 33% deploy llms.txt on their own sites.
Published July 10, 2026 · ~7 min read
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