Founder benchmarks LLM vs Investormatch on the same pitch deck: generic VCs vs targeted matches

MartinGTobias · x · 2026-11-16

Martin Tobias uses his product Investormatch to argue that a vertical harness beats a generalized tool: send the same deck to an LLM asking for "20 investors who would invest in this" and you get the same media-famous short list — no niche or specialist VCs, no investors with proven interest in your sector, no targeted emails referencing their portfolio, no specific feedback to improve the deck. His claim: a good harness noticeably raises output quality for specific workflows. Judge for yourself, he says.

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