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CPG Canary
Deep research & strategy engine for CPG food & beverage
Deep research on your CPG product in ~15 minutes: sixteen agents, one reconciled report, then a strategy engine that stays loaded with your business. New: the Test Kitchen tests ideas you haven't launched yet against price-checked competitors, unit economics computed in code, and a synthetic shopper panel. $99/mo, 14-day free trial.
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.
About CPG Canary on Product Hunt
“Deep research & strategy engine for CPG food & beverage”
CPG Canary was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #148 on the daily leaderboard. Deep research on your CPG product in ~15 minutes: sixteen agents, one reconciled report, then a strategy engine that stays loaded with your business. New: the Test Kitchen tests ideas you haven't launched yet against price-checked competitors, unit economics computed in code, and a synthetic shopper panel. $99/mo, 14-day free trial.
On the analytics side, CPG Canary competes within Marketing, SaaS and Artificial Intelligence — topics that collectively have 981.8k followers on Product Hunt. The dashboard above tracks how CPG Canary performed against the three products that launched closest to it on the same day.
Who hunted CPG Canary?
CPG Canary was hunted by David Skinner. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of CPG Canary including community comment highlights and product details, visit the product overview.
David Skinner