AI New Product Scouting Evaluation Brief
Discovery Lens
D Emotion Driven
People pay a premium when it touches identity, fear, or love
One-Liner
When a specialty grocer receives a pitch from a new supplier (at Fancy Food Show, via cold email, or from a distributor rep), AI generates a one-page evaluation brief: product-to-store fit score, customer demographic match, margin estimate, competitive analysis, MOQ assessment, and "questions to ask the supplier" checklist.
Kill Reason
Any grocer with a ChatGPT subscription can generate this evaluation brief for free. There is no proprietary data layer or switching cost that would prevent a customer from doing the same task with a general-purpose AI tool, leaving this product without a defensible market position.
What do you think?
Related ideas you can explore free:
killed: A pre-event operations brief generator solves a micro-workflow problem that catering management software platforms already address natively, and the standalone functionality is too easily replicated with existing document automation tools to support a defensible product with no proprietary data foundation.
killed: Custom cake bakers are micro-businesses that will not pay for a dedicated agreement generator when DocuSign templates, HelloSign, and free e-sign tools already solve this problem at zero cost — there is no proprietary data or network effect that would prevent any competitor from replicating this with a weekend of work.
killed: Post-event report generation is a one-time document task per event with no recurring data flywheel, no cross-customer value accumulation, and no workflow switching costs. Generic document AI tools replicate this entirely. Catering operators have low willingness to pay for a defensive documentation tool until they've already been sued once.