Collab Fund leave-behind · Pre-seed weighted
Consumer AI Brands
120+ consumer-facing AI companies where AI is the core value prop — not B2B tools for brands, not AI platforms for other AI, not SaaS with an AI label. Ranked by Pre-Seed Density Score so you see the best hunting grounds first.
The core test: If you took the AI out, does the product still work? If yes, it's not in this map. We dropped 16 companies in revision that failed this test — Noom, Zoe, Levels, Tonal, Tempo, Prose, Curology, Samsung Food, and others — because their AI is a personalization layer on top of a product that works without it.
Pre-Seed Density Ranking
PDS = pre-seed/seed count ÷ mature (Series A+/acquired/public) count. Higher = better hunting. Click a row to drill into its companies.
| Sublist | Pre-Seed | Mature | PDS | Tier |
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