Health, home and travel decision

Crouton

A competent engineer can build a useful Crouton-like web replacement (import, OCR, scaling, meal planner) in a few weeks; the product’s durable value appears to be platform polish and Apple-native sync rather than proprietary data or network effects, so building is reasonable.

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Subscription$1.99/month
Initial build80 hours
Monthly upkeep6 hours + $25
Evidence2/3 runs agree

Open-source builds that already do this

Every project below is open source and already does this job today. Fork one, self-host it, or take the parts you need — the build prompt further down assumes an empty file, and this is the shortcut past that. Licences differ; check the one on each card before you ship.

What a replacement has to do

  • Save recipes (URL/photo/text) → extract & normalize ingredients/steps → store in DB → assign recipes to a weekly meal plan → generate shopping list and scaled ingredient quantities.

What it still won’t have

  • Native iOS/iPadOS/macOS/visionOS/watchOS apps and App-Store distribution
  • iCloud Sync across Apple devices
  • Vendor polish, accessibility and native multi-timer UX
  • Press kit / marketing and ongoing product support

What remains hard

  • Product polish and ongoing maintenance
Read the build prompt

First-year cost

Keep paying

Paying ischeaper in year one.

On cash alone, building overtakes the subscription at 17 seats.

Paid seatsseats

Money you would actually spend

Keep paying

Subscription price × seats × 12

Build it

AI build APIs + hosting

Time you would spend

What you would spend

What we assumed

The verdict above measures whether you could build it. This one is only about money.

Runnable build prompt

Not run yet
Build a minimal recipe organizer & meal-planner web app using Next.js (React), PostgreSQL, and Node.js. Core features: (1) paste-a-URL importer that fetches a page, extracts title/ingredients/steps (use Readability/Mercury-style parsing + heuristics), (2) photo upload OCR for recipes (Tesseract or Google Vision API) with ingredient/step extraction, (3) normalize ingredients and implement unit conversion and recipe scaling, (4) CRUD API and DB schema for recipes, photos, and weekly meal-plan slots, (5) UI to assign recipes to week/day slots and produce a consolidated shopping list, (6) multiple timers per recipe step. Out of scope: native iOS/visionOS/watchOS apps and iCloud sync. Requirements: include input validation, graceful failure modes for parser/OCR errors, authentication (email+password or simple JWT), automated tests for parsing/scaling and API endpoints, Docker-compose for local dev, and deployment instructions for a single VM (e.g., DigitalOcean).
How we checked6 sources · 2/3 runs agreed · evidence score 60

How the score was reached

  • Partly verdict base52
  • An open-source build was found+5
  • 6 cited sources+3
  • Evidence score60

The base comes from the verdict. Everything under it is a check that either happened or did not, and each one is a fact frozen in this record rather than a judgement made at render time — so the same evidence always produces the same number.

How scoring works →

Cited sources · 6

Every page the run actually retrieved.

Integrity checks

What held up, and what did not.

! Price not confirmed on the page — this pricing page renders its price in the browser! 2 of 3 runs agreed; the verdict is the majority✓ Citations limited to fetched pages! 1 moat recorded