RRepoGEO

REPOGEO REPORT · LITE

get-convex/chef

Default branch main · commit d8a6cb6a · scanned 5/28/2026, 3:17:02 PM

GitHub: 4,575 stars · 924 forks

AI VISIBILITY SCORE
35 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
3 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface get-convex/chef, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • hightopics#1
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    ai-app-builder, full-stack, web-development, backend-as-a-service, realtime, database, auth, convex
  • highreadme#2
    Reposition key information in the README's opening paragraph

    Why:

    CURRENT
    Chef is the only AI app builder that knows backend. It builds full-stack web apps with a built-in database, zero config auth, file uploads, real-time UIs, and background workflows. If you want to check out the secret sauce that powers Chef, you can view or download the system prompt here.

Chef's capabilities are enabled by being built on top of Convex, the open-source reactive database designed to make life easy for web app developers. The "magic" in Chef is just the fact that it's using Convex's APIs, which are an ideal fit for codegen.
    COPY-PASTE FIX
    Chef is the only AI app builder that knows backend. It builds full-stack web apps with a built-in database, zero config auth, file uploads, real-time UIs, and background workflows. The easiest way to build with Chef is through our hosted webapp, which includes a generous free tier. If you want to check out the secret sauce that powers Chef, you can view or download the system prompt here. Chef's capabilities are enabled by being built on top of Convex, the open-source reactive database designed to make life easy for web app developers, making its APIs an ideal fit for codegen.
  • mediumreadme#3
    Clarify the project's production readiness and target audience in the README

    Why:

    CURRENT
    > [!IMPORTANT]
> Chef is provided as-is, using an authentication configuration specific to Convex's internal control plane that manages user accounts.

If you are planning on developing a fork of Chef for production use or re-distribution, your fork will need to replace the existing authentication system with your own.
    COPY-PASTE FIX
    Chef is provided as-is, primarily for developers building on Convex or exploring AI app builder patterns. For production use or redistribution, forks will need to replace the existing authentication system, which is currently specific to Convex's internal control plane.

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface get-convex/chef
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Locofy.ai
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Locofy.ai · recommended 1×
  2. Vercel AI SDK · recommended 1×
  3. Amplication · recommended 1×
  4. Durable.ai · recommended 1×
  5. GitHub Copilot · recommended 1×
  • CATEGORY QUERY
    What's the best AI tool for generating full-stack web applications with a backend?
    you: not recommended
    AI recommended (in order):
    1. Locofy.ai
    2. Vercel AI SDK
    3. Amplication
    4. Durable.ai
    5. GitHub Copilot
    6. ChatGPT/GPT-4

    AI recommended 6 alternatives but never named get-convex/chef. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a platform to quickly build web apps with integrated database, auth, and real-time features.
    you: not recommended
    AI recommended (in order):
    1. Firebase
    2. Supabase
    3. Vercel
    4. Next.js (vercel/next.js)
    5. Prisma (prisma/prisma)
    6. PlanetScale
    7. NextAuth.js (nextauthjs/next-auth)
    8. AWS Amplify
    9. DynamoDB
    10. Aurora
    11. Amazon Cognito
    12. AWS AppSync
    13. Heroku
    14. Heroku Postgres
    15. Pusher
    16. Socket.IO (socketio/socket.io)
    17. Passport.js (jaredhanson/passport)
    18. Netlify
    19. FaunaDB
    20. Netlify Identity

    AI recommended 20 alternatives but never named get-convex/chef. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of get-convex/chef?
    pass
    AI named get-convex/chef explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts get-convex/chef in production, what risks or prerequisites should they evaluate first?
    pass
    AI named get-convex/chef explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo get-convex/chef solve, and who is the primary audience?
    pass
    AI named get-convex/chef explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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