RRepoGEO

REPOGEO REPORT · LITE

srcbookdev/srcbook

Default branch main · commit d62124b2 · scanned 6/21/2026, 7:43:01 PM

GitHub: 3,441 stars · 312 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
40 /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
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 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 README's opening to clearly state core purpose

    Why:

    CURRENT
    Srcbook is a TypeScript notebook that runs locally on your machine.
    COPY-PASTE FIX
    Srcbook is a TypeScript-centric app development platform, functioning as a local notebook and AI app builder.
  • mediumreadme#2
    Expand README introduction to emphasize 'AI app builder' aspect

    Why:

    CURRENT
    Srcbook is a TypeScript notebook that runs locally on your machine. Srcbook is open-source (apache2) and runs locally on your machine. You'll need to bring your own API key for AI usage (we strongly recommend Anthropic with `claude-3-5-sonnet-latest`).
    COPY-PASTE FIX
    Srcbook is a TypeScript-centric app development platform, functioning as a local notebook and AI app builder. It allows you to create, run, and share TypeScript notebooks with integrated AI features for exploring and iterating on ideas. You'll need to bring your own API key for AI usage (we strongly recommend Anthropic with `claude-3-5-sonnet-latest`).
  • mediumtopics#3
    Add more specific topics to reinforce 'app development platform' identity

    Why:

    CURRENT
    ai, javascript, local, notebook, typescript
    COPY-PASTE FIX
    ai, javascript, local, notebook, typescript, app-development, development-platform

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
VS Code
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. VS Code · recommended 1×
  2. Jupyter Extension · recommended 1×
  3. GitHub Copilot · recommended 1×
  4. Codeium · recommended 1×
  5. JupyterLab · recommended 1×
  • CATEGORY QUERY
    Looking for a local TypeScript notebook environment with integrated AI capabilities for app development.
    you: not recommended
    AI recommended (in order):
    1. VS Code
    2. Jupyter Extension
    3. GitHub Copilot
    4. Codeium
    5. JupyterLab
    6. IJavascript
    7. Tabnine
    8. CodeWhisperer
    9. Observable Plot
    10. Deno
    11. Deno Notebooks
    12. Quokka.js

    AI recommended 12 alternatives but never named srcbookdev/srcbook. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are good open-source platforms for building AI applications using TypeScript locally?
    you: not recommended
    AI recommended (in order):
    1. LangChain.js
    2. Llama.cpp
    3. Transformers.js
    4. TensorFlow.js
    5. ONNX Runtime Web
    6. OpenAI Node.js Library

    AI recommended 6 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 named srcbookdev/srcbook explicitly

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

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  • Brand-free category queries5 vs 2 in Lite
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