Top AI builders in Consumer Goods & CPG
Builders never pay to be listed, and order never depends on fees. What counts
On this page: Rankings · New this month · By model
Rankings
Top builders
- 1BOI (Board of Innovation)Top use case: Demand forecast from spreadsheets and instinct3solutions
- 2Lazer TechnologiesTop use case: A system only a few people can query3solutions
- 3Loft DesignTop use case: Product & Engineering2solutions
- 4Starday FoodsTop use case: Research or analysis produced by hand that could be systematized1solution · 1 complete
- 5ProSightsTop use case: Quote or bid that needs engineering or pricing judgment1solution
- 6Backland LabsTop use case: AI tools in place but unconfigured for the work1solution
- 7North GroupTop use case: Document reviewed against rules before it can move1solution
- 8Stoop StudiosTop use case: Intake documents retyped into a system1solution
- 9Human Pilots AITop use case: Org-wide AI training and certification1solution
- 10CorralDataTop use case: Marketing spend optimized on the wrong signal1solution
- 11QuantFiTop use case: A data foundation that has to exist before anything else can1solution
- 12ElizaTop use case: Intake documents retyped into a system1solution
- 13MoD+MTop use case: Demand forecast from spreadsheets and instinct1solution
- 14Queen of SwordsTop use case: Validation and prototyping that takes months before a real user sees it1solution
Ranked by solutions on file. Ties go to the builder with more complete receipts: ones that say what changed in numbers, how long it took and what it cost. Once enough receipts are complete, this board will rank by those instead.
Buyers' picks
- 1
- 2A Global Health Brand Team Shipped a BI Agent in 21 DaysLazer Technologies
- 3
- 4A Global Wellness Brand Lifted PR Velocity 40% in 6 WeeksLazer Technologies
- 5How a CPG Innovator Compressed NPD From Months to DaysBOI (Board of Innovation)
- 6
- 7
- 8How Zola Validated a Wedding Product for $40KQueen of Swords
- 9
- 10
Likes from buyers count first. Until more solutions have likes, the rest of the list is the receipts that tell a buyer the most: outcomes, a number, a time and a cost.
New this month
By model
Pick a model to see who builds on it and what for.
18 solutions use several models; 18 run on custom or proprietary models. A solution counts once for each family it names. GPT includes OpenAI, ChatGPT and Azure OpenAI; Gemini includes NotebookLM; Open-weight is Llama, Mistral and other self-hosted models.
Most solutions on any model
- 1ModernEdge AITop use case: Repeat customer questions that eat support capacity15solutions
- 2CorralDataTop use case: Marketing spend optimized on the wrong signal10solutions
- 3ElizaTop use case: Engineering throughput capped by hands-on-keyboard hours9solutions
- 4OdeTop use case: Intake documents retyped into a system9solutions
- 5PressWTop use case: Policies exist but nobody can find them mid-task9solutions
- 6Lazer TechnologiesTop use case: Validation and prototyping that takes months before a real user sees it8solutions
- 7Bolt GroupTop use case: Staff or capacity scheduled without visibility into volume6solutions
- 8North GroupTop use case: AI tools in place but unconfigured for the work6solutions
What it's used for
- 116solutions
- 215solutions
- 312solutions
- 411solutions
- 510solutions
- 610solutions
Share of new solutions, by quarter
| Quarter | GPT | Claude | Gemini | Other | Open-weight | Solutions |
|---|---|---|---|---|---|---|
| 2026 Q2 | 61% | 40% | 12% | 7% | 1% | 92 |
| 2026 Q3 | 43% | 44% | 12% | 9% | 5% | 104 |
| 2026 Q4 | 25% | 75% | 17% | 21% | 8% | 24 |
Of the solutions that say what they run on, the share naming each family. By when it went live where the builder told us, otherwise when it was added here. A solution naming two families counts in both, so a row can add up to more than 100%.