[verdict][prompt generat][sursă: keywordchef.com][traducere: la coadă]
Pot să vibecodez Keyword Chef?
// valoarea stă în rețea, în date sau în infrastructură
Do not mistake the interface for the product. Keyword Chef's durable value is proprietary data, index, crawl scale, which a solo one-shot build cannot reproduce responsibly. The prompt therefore builds only the closest honest personal consolation tool.
încredere: medie
ce e: Credit-based keyword discovery and SERP filtering for low-competition topics
Indice de constructibilitate · joc editorial
- Preț preț variabil greutate: zero
- Timp nu e un înlocuitor adevărat; build de consolare în una-două zile greutate: minus 1
- Categorie seo și marketing nu cântărește
- Moat date proprietare · scara infrastructurii greutate: minus 4
- Încredere medie greutate: zero
- Ce pierzi 5 elemente greutate: minus 2
- Site keywordchef.com (si apre in una nuova scheda) nu cântărește
Nu e meci. Promptul de mai jos reconstruiește o bucată, nu produsul.
Gioco editoriale: il verdetto dice se un agente può, l’indice se conviene.
Ce construiești
Build a focused keyword research audit for user-owned sites that crawls pages, records technical signals, and exports a prioritized CSV and HTML report.
ce îți trebuie
- Python 3.12
- Playwright browsers
- permission to crawl the target site
- Explicit README warning that this is a consolation build, not a production replacement
Credibility row: Keyword Chef survives for a structural reason, not because its interface is difficult to copy.
Promptul
Verdictul e NU CHIAR, iar promptul rămâne oricum: nu înlocuiește aplicația, reconstruiește partea care chiar e cod. Restul e moat-ul.
Build the closest honest consolation tool inspired by Keyword Chef; do not claim to replace its structural moat.
Use exactly this stack: Python 3.12 + Typer + SQLite + Playwright.
Primary job: Build a focused keyword research audit for user-owned sites that crawls pages, records technical signals, and exports a prioritized CSV and HTML report.
Start from an empty folder and create the complete working project.
Make the default mode single-user and private.
Store user data locally unless the core job requires the declared self-hosted database.
Do not add analytics, telemetry, ads, or third-party accounts.
Put every secret and external credential in .env and provide .env.example.
Use realistic sample data that is clearly labelled and easy to delete.
Implement the smallest polished interface that completes the core loop end to end.
Include clear empty, loading, validation, success, and failure states.
Add import and export so the user is not trapped in the app.
Use accessible keyboard navigation, labels, focus states, and sensible contrast.
Validate untrusted input and never log secrets or private file contents.
Deliberately exclude these paid-product advantages: historical competitor datasets and support; fresh proprietary keyword, backlink, or ranking data; proprietary web and keyword indexes.
Do not fake integrations, network effects, proprietary data, model quality, compliance, or security claims.
Where an external API is optional, keep the app useful without it and explain the degraded mode.
Write focused unit tests for the data model and the most important workflow.
Add one end-to-end smoke test that proves the core loop works.
Create a README with setup, permissions, architecture, data location, backup, and limitations.
Add scripts for install, development, test, build, and a production-style local run.
Run the tests and build before finishing, then fix errors rather than merely describing them. Prompt generat din datele fișei, încă nerevizuit manual. În engleză intenționat — e limba în care agenții de coding se descurcă cel mai bine.
Ce pierzi
- historical competitor datasets and support
- fresh proprietary keyword, backlink, or ranking data
- proprietary web and keyword indexes
- fresh rank and clickstream data
- large-scale crawling infrastructure
De ce se plătește în continuare
Keyword Chef: The dashboard is reproducible; the expensive part is continuously collecting, cleaning, storing, and defending a useful index of the web.
moat: Date proprietare Scara infrastructurii ce e un moat
proprietary data/index/crawl scale
Cine l-a construit deja
Să pornești de aici e tot vibecoding: promptul e pentru când o vrei exact în felul tău.
- Lighthouse (se deschide într-o filă nouă) — Open-source automated auditing for performance, accessibility, and SEO.
- Unlighthouse (se deschide într-o filă nouă) — Open-source site-wide Lighthouse crawler and dashboard.
Ești de acord?
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