Should you build your own Keyword Chef?
Credit-based keyword discovery and SERP filtering for low-competition topics
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.
ENOriginal research content in English. Original prompt preserved in English.
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.The prompt opens pre-filled in your agent. Review it before running. · this prompt is generated from the build plan · improve it via PR
What would building your own look like?
Build a focused keyword research audit for user-owned sites that crawls pages, records technical signals, and exports a prioritized CSV and HTML report.
What you will need
- Python 3.12
- Playwright browsers
- permission to crawl the target site
- Explicit README warning that this is a consolation build, not a production replacement
Keyword Chef: The dashboard is reproducible; the expensive part is continuously collecting, cleaning, storing, and defending a useful index of the web.
xhistorical competitor datasets and support
xfresh proprietary keyword, backlink, or ranking data
xproprietary web and keyword indexes
xfresh rank and clickstream data
xlarge-scale crawling infrastructure
How much does Keyword Chef cost?
- Monthly billing
- $29/mo$29/mo
- Per year
- $348/yr$348/yr
- On a Brazilian card, with 3.5% IOF
- R$152/moR$1,819/yr
Saved to My list. You will see a notice on this site when the price changes.
You complete the purchase on Keyword Chef’s site. Vibe Radar does not handle payments.
| Plan | Monthly | Annual (per month) | What is included |
|---|---|---|---|
| starter | $29/workspace≈ $29 | - | 5,000 keyword credits/month; 1 credit covers 1 returned keyword row; Niche Insights included. |
| plus | $69/workspace≈ $69 | - | 20,000 keyword credits/month; 1 credit covers 1 returned keyword row; Niche Insights included. |
| pro | $119/workspace≈ $119 | - | 50,000 keyword credits/month; 1 credit covers 1 returned keyword row; Niche Insights included. |
| pay as you go | custom | - | 50,000 lifetime keyword credits. |
| niche insights | - | $8.08/workspace≈ $8.08 | Niche Insights access; 0 keyword-search credits. |
Free tierno free tier
Billing termskeyword-credit subscriptions are monthly only; Niche Insights is annual only; Pay As You Go is a one-time purchase
Additional costsMonthly credits expire with no rollover; Pay As You Go does not include Niche Insights.
verified 2026-10-20 · source ↗
Is it cheaper to build or buy Keyword Chef?
Adjust the numbers: hours to build, your hourly rate, running costs and the subscription price.
Over 24 months, subscribing is cheaper.
Starting hours estimated from the analysis (not a true replacement; consolation build in one to two days). Does not price what you give up (support, integrations, security).
Can I rebuild Keyword Chef?
Not really. Keyword Chef’s value is not the code: the moat survives one prompt. See the honest breakdown above.
How much does Keyword Chef cost?
Keyword Chef costs about $29/mo (Starter, checked 10/20/2026), which is $348 per year.
What do I lose by replacing Keyword Chef?
Honestly: 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. If any of those are load-bearing for you, keep paying.
Is there an open-source alternative to Keyword Chef?
Yes: Lighthouse (Open-source automated auditing for performance, accessibility, and SEO.), Unlighthouse (Open-source site-wide Lighthouse crawler and dashboard.). Using prior art is also vibecoding; the prompt is for when you want it exactly your way.