CPG Canary: Deep research & strategy engine for CPG food & beverage

Hey Product Hunt! I spent years in CPG food and kept watching good products die for predictable reasons: margin math that never worked in retail, velocity below the category's survival line, a private-label copy at 30% less. The research that catches those things early costs $15k and takes weeks, so early-stage brands mostly skip it. CPG Canary is my answer - and it's not a day-one demo. It's been live in market for a while, with real CPG founders running their products through it before co-packing agreements, retailer pitches, and launches. It interviews you about your product and business, then sixteen research agents work in parallel against live retail pricing, SEC 10-K retailer filings, Federal Reserve data, and a library of CPG launches that worked and died - reconciled into one report in about 15 minutes. Afterward it stays on as a strategy engine that knows your whole business: pressure-test pricing, build a retailer pitch, stress-test a COGS spike. New with this launch: the Test Kitchen. Describe a product you haven't launched yet and get where it sits against price-checked competitors, unit economics computed in code, and a synthetic shopper panel reacting in their own words - so you can test an idea before you spend a dollar building it. One thing we're strict about: all margin and pricing math is deterministic code, never LLM-generated numbers. Would love your feedback - and happy to answer anything about the CPG failure patterns we've encoded.