One-Liner
Scale-shift institutional library citation auditing (PubMed Centre librarian role) to personal AI research-memo verification for analysts and students.
AI Thinking Process
Scale Shift: institutional citation auditing → personal research-memo verification.
G149 INCUMBENT gate: Scite.ai $24M, Consensus.app $11.5M, ResearchRabbit free. All at personal scale.
Killed — pre-competed at personal scale.
Kill Reason
Incumbent competition: Scite.ai ($24M raised), Consensus.app ($11.5M), ResearchRabbit (free). Direct competitors at personal scale.
Risk Analysis
Risk analysis available for latest engine ideas.
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