RRepoGEO

REPOGEO REPORT · LITE

srcbookdev/srcbook

Default branch main · commit d62124b2 · scanned 5/11/2026, 2:48:02 PM

GitHub: 3,448 stars · 313 forks

AI VISIBILITY SCORE
33 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 warn · 0 fail
Objective metadata checks
AI knows your name
2 / 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 srcbookdev/srcbook, 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
  • highreadme#1
    Reposition core project description to appear first

    Why:

    CURRENT
    The '## Maintainers Note' section currently appears before the '## Srcbook' section, which contains the core project description.
    COPY-PASTE FIX
    Move the entire '## Srcbook' section (including 'Srcbook is a TypeScript notebook that runs locally on your machine.') to appear immediately after the initial badges and links, and before the '## Maintainers Note' section.
  • mediumreadme#2
    Expand the opening sentence of the core description

    Why:

    CURRENT
    Srcbook is a TypeScript notebook that runs locally on your machine.
    COPY-PASTE FIX
    Srcbook is a TypeScript notebook that runs locally on your machine, designed for developers building AI-powered applications and exploring ideas interactively.
  • lowreadme#3
    Rephrase the 'Maintainers Note' to clarify project status and utility

    Why:

    CURRENT
    ## Maintainers Note
Srcbook is not under active development.
    COPY-PASTE FIX
    ## Project Status
Srcbook is currently not under active development, but remains a functional open-source TypeScript notebook for local AI app development.

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 srcbookdev/srcbook
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
microsoft/vscode
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. microsoft/vscode · recommended 1×
  2. microsoft/vscode-polyglot-notebooks · recommended 1×
  3. jupyterlab/jupyterlab · recommended 1×
  4. n-riesco/ijavascript · recommended 1×
  5. observablehq/framework · recommended 1×
  • CATEGORY QUERY
    What are good local TypeScript notebook environments for AI-powered app development?
    you: not recommended
    AI recommended (in order):
    1. VS Code (microsoft/vscode)
    2. Polyglot Notebooks Extension (microsoft/vscode-polyglot-notebooks)
    3. JupyterLab (jupyterlab/jupyterlab)
    4. IJavascript Kernel (n-riesco/ijavascript)
    5. Observable Framework (observablehq/framework)
    6. Quarto (quarto-dev/quarto-cli)
    7. Observable JS (observablehq/observable-runtime)
    8. Next.js (vercel/next.js)
    9. React (facebook/react)
    10. MDX (mdx-js/mdx)

    AI recommended 10 alternatives but never named srcbookdev/srcbook. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tools for interactive TypeScript development with integrated AI assistance and local execution?
    you: not recommended
    AI recommended (in order):
    1. VS Code
    2. GitHub Copilot
    3. CodeGPT
    4. Ollama
    5. WebStorm
    6. Code With Me
    7. Cursor
    8. Neovim/Vim
    9. Copilot.vim
    10. Zed

    AI recommended 10 alternatives but never named srcbookdev/srcbook. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    pass

  • 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 srcbookdev/srcbook?
    pass
    AI named srcbookdev/srcbook explicitly

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

  • If a team adopts srcbookdev/srcbook in production, what risks or prerequisites should they evaluate first?
    pass
    AI named srcbookdev/srcbook 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 srcbookdev/srcbook solve, and who is the primary audience?
    pass
    AI did not name srcbookdev/srcbook — likely talking about a different project

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

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