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Data as of Oct 20, 2026Based on 34,385 AI responses
Reviewed by Dimitry Apollonsky
Hosted on GitHub
<1%
across ChemCrow’s markets · since Jul 5
The market map
Biopharma Research Platforms and ServicesMentioned in
Each engine’s share of its own answers across ChemCrow’s markets · since Jul 5
Where ChemCrow ranks in AI
Excerpts where ChemCrow appeared in the AI's answer
Agentic Chem/Bio Architectures (e.g., ChemCrow, AgentD, or custom LLM orchestrators using Model Context Protocol)