RRepoGEO

REPOGEO REPORT · LITE

perrypixel/10x-Tool-Calls

Default branch main · commit 55d14636 · scanned 5/29/2026, 10:47:54 AM

GitHub: 862 stars · 138 forks

AI VISIBILITY SCORE
22 /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
1 / 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 perrypixel/10x-Tool-Calls, 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 opening to clarify purpose and category

    Why:

    CURRENT
    # 🚀 10x-Tool-Calls

**10x-Tool-Calls** is a simple rules setup designed for the **Cursor IDE**, **Windsurf**, or any other agent-based coding assistant that supports tool calls. It helps you get the **maximum value out of your monthly tool call allowance** by running your tasks in a loop with user input—without restarting the chat every time.
    COPY-PASTE FIX
    # 🚀 10x-Tool-Calls: Maximize Your AI Coding Assistant Quota

**10x-Tool-Calls** is a lightweight configuration and script designed to help you get the **maximum value out of your monthly AI coding assistant tool call allowance** (e.g., in **Cursor IDE**, **Windsurf**, or similar agent-based tools). It enables iterative development by running multiple follow-up tasks within a single request, without restarting the chat every time.
  • highlicense#2
    Add a LICENSE file to clarify usage terms

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with the MIT License text.
  • mediumhomepage#3
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    Set the homepage URL in the repository's 'About' section to `https://github.com/perrypixel/10x-Tool-Calls`.

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 perrypixel/10x-Tool-Calls
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GitHub Copilot
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Copilot · recommended 1×
  2. Codeium · recommended 1×
  3. Tabnine · recommended 1×
  4. Amazon CodeWhisperer · recommended 1×
  5. Google Gemini · recommended 1×
  • CATEGORY QUERY
    How can I maximize my monthly AI coding assistant tool call allowance for iterative development?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. Codeium
    3. Tabnine
    4. Amazon CodeWhisperer
    5. Google Gemini
    6. OpenAI API

    AI recommended 6 alternatives but never named perrypixel/10x-Tool-Calls. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help reduce AI coding assistant requests when doing multiple follow-up tasks?
    you: not recommended
    AI recommended (in order):
    1. Cursor
    2. Continue
    3. Jupyter Notebooks
    4. VS Code Interactive Windows
    5. GitHub Copilot Chat
    6. Phind
    7. PromptPerfect
    8. TextExpander
    9. Alfred Snippets

    AI recommended 9 alternatives but never named perrypixel/10x-Tool-Calls. 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 perrypixel/10x-Tool-Calls?
    pass
    AI did not name perrypixel/10x-Tool-Calls — 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?

  • If a team adopts perrypixel/10x-Tool-Calls in production, what risks or prerequisites should they evaluate first?
    pass
    AI named perrypixel/10x-Tool-Calls 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 perrypixel/10x-Tool-Calls solve, and who is the primary audience?
    pass
    AI did not name perrypixel/10x-Tool-Calls — 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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  • Brand-free category queries5 vs 2 in Lite
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