Concept Generator

Turns validated demand signals into buildable product concepts — with the evidence trail to back every ingredient, format, and price point.
Pattern

How It Works

The Concept Generator ingests five upstream intelligence streams — wishlist mining, competitive spec gaps, price-value mapping, negative review themes, and packaging conversion data — and synthesizes them into concept cards ready for a contract manufacturer brief.

"I wish this had Ceramides" appearing in 40% of competitor reviews + only 12% of the cohort including Bakuchiol + airless pumps converting at 2x jar packaging = a specific, evidence-backed concept card with actives, concentrations, format, price point, and the exact consumer language for your PDP.

Every concept carries a Truth Card — confidence score, revenue impact, and the evidence trail. You review. You approve. You decide what goes to the manufacturer.

AVAILABLE FOR

Industries This Agent Serves

Concept Generator is configured for verticals where a single bad SKU bet ties up $85K+ in dead inventory.

FIXES THESE PROBLEMS

Pain Points This Agent Resolves

These are the revenue leaks this agent eliminates: rising CAC from me-too specs and dead inventory from SKU bets built on intuition.

Comparison

Ontevo vs. Birdeye

Birdeye manages your reputation. Ontevo tells you what to fix first.

See the Full Comparison

More Blog posts

Keep reading to learn more about other Lighthouse use cases.

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Ready to See Your Truth?

See exactly what you're missing — and what it's costing you.