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Brief

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Multi-source AI news clustered, deduplicated, and scored 0–100 across authority, cluster strength, headline signal, and time decay.

  1. I tested mcp-doctor pricing with 12 LLM-simulated personas. 4 said they would pay.

    A solo founder tested the pricing for their new open-source supply-chain trust scanner, mcp-doctor, using 12 LLM-simulated personas. The evaluation found that 33% of the personas indicated they would pay the $19/month subscription fee, with the strongest signal coming from an OSS maintainer. However, the tool is still in the pre-product-market fit stage, as evidenced by diffuse complaints and a mismatch with the OKRs of some potential users. AI

    IMPACT Provides insight into early-stage product validation methods using AI personas for pricing strategy.