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GrapeFlow

Vineyard-to-bottle software for boutique wineries

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One app for the vineyard and the cellar: sprays, ripening, harvest, tanks, barrels, fermentations and lot traceability, for wineries up to 20,000 cases. Ask Claude or ChatGPT about your own cellar via MCP. Unlimited users, 90 days free.

PH · launched Nov 6, 2026 · 1 upvote (top 65%) · 0 views

Niche: vertical business management software · 327 launches, 30 in the last 7 days ▼ -36% · Explore this niche →

Category and tags
  • Agriculture
  • Vertical SaaS
  • B2B
  • Not AI
  • Commercial product
  • SaaS
  • Artificial Intelligence
  • Farming

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More like this: all 327 launches in vertical business management software →

Could you build this?

Partial Vineyard and cellar tracking (sprays, harvest, tanks, barrels, lot traceability) is CRUD-heavy and vibe-codeable, and MCP exposure is a simple integration. Winery-specific domain modeling and TTB/state reporting compliance require industry expertise and access to correct regulatory formats.

What it would actually take: A reasonable stack is a Postgres backend with mobile-friendly web or PWA front ends, plus an MCP server exposing lot and tank data. The hard parts are accurate enologic domain modeling (lot blending, transfers, traceability) and TTB Form 5120.17 and state reporting, which requires winemaker and compliance input and ongoing maintenance as rules change.

Competitors

Other products that read as similar to this one : 28 launches clear the similarity bar, closest 8 shown.

Attention rank: #13 of 29 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 56 days after the earliest competitor.

  • Cantinaflow · ph · 2026-11-04 · 2 upvotes · similarity 0.58
  • Smart Wine Cellar · ph · 2026-10-08 · 1 upvotes · similarity 0.57
  • Minha Adega · ph · 2026-10-13 · 2 upvotes · similarity 0.51
  • PopCellar · ph · 2026-10-06 · 2 upvotes · similarity 0.49
  • House Pour · ph · 2026-11-09 · 2 upvotes · similarity 0.46
  • CellarSlate · ph · 2026-11-07 · 1 upvotes · similarity 0.46
  • WineShelf · ph · 2026-10-27 · 2 upvotes · similarity 0.43
  • WineTrail · ph · 2026-09-30 · 1 upvotes · similarity 0.41

Related data

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.