Image and video decision
Clip Recipe
A technically capable developer can build a narrow extractor and personal workflow; reproducing the full polished product (broad platform coverage, export connectors, accuracy tuning, and UI polish) is multi-week and likely better to keep paying for unless you only need a simple workflow.
Visit website↗Not priced
No pricing page we fetched carried a figure, so there is nothing to compare against. The build side is still real.
$100one-off54 h to build
$100/mo6 h/mo upkeep
No published price to break even against.
No open-source build does this yet
Nothing published replaces this one, so a replacement starts from an empty file. Here is what it would have to cover.
What a replacement has to do
- User submits a video or post URL → download/ingest media → transcribe audio → parse/transforms transcription to structured recipe (ingredients, steps, equipment, duration) → allow edits/portion-adjustments → save/export/share
What it still won’t have
- Polished multi-platform UI and user experience
- Reliability and coverage for many social platforms (edge cases like carousels, pins)
- Built-in export connectors and polished formatting for third-party apps
- Ongoing tuning of extraction models for recipe accuracy and different languages
- Marketing, support, and account/billing management
What remains hard
- Product polish and ongoing maintenance
First-year cost
No published price
Clip Recipe does not publish a price we could read, so there is nothing to compare against. What building costs is below.
Money you would actually spend
Time you would spend
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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
Build a minimal Clip Recipe replacement using: Next.js (React) for frontend, Node/Express API, Postgres for storage, AWS S3 for media storage, and OpenAI (or open-source Whisper + LLM) for transcription and NLP. Core features in scope: (1) accept a single video/post URL and fetch/download the media, (2) transcribe audio and produce plain text, (3) run an extraction pipeline that outputs ingredients (with quantities), step-by-step directions, equipment, duration, and portion metadata, (4) UI to view/edit the structured recipe and adjust portion sizes with automatic quantity scaling, (5) export to PDF and provide a Notion export (webhook/API), (6) basic auth and per-user recipe storage. Out of scope: building complex platform-specific scrapers for every social network, OCR from on-screen text, multi-language translation beyond calling a translation API, payment or subscription billing. Include error handling for failed downloads/transcriptions, rate-limit/backoff for provider APIs, and unit tests for extraction logic and portion-scaling.
How we checked
How the score was reached
- Partly verdict base52
- 3 cited sources+3
- 3/3 assessment runs agreed+4
- Evidence score59
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 · 3
Every page the run actually retrieved.
- official productClip Recipe — Turn cooking videos into recipes
- official pricingClip Recipe Pricing
- official docsClip Recipe Features
Integrity checks
What held up, and what did not.
