RRepoGEO

REPOGEO REPORT · LITE

ananddtyagi/cc-marketplace

Default branch main · commit b6433051 · scanned 6/8/2026, 8:33:02 AM

GitHub: 684 stars · 80 forks

AI VISIBILITY SCORE
23 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 ananddtyagi/cc-marketplace, 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
    Clarify README's opening sentence to emphasize "AI plugins" and "coding assistant"

    Why:

    CURRENT
    Community-driven marketplace for Claude Code commands and plugins.
    COPY-PASTE FIX
    A community-driven marketplace for AI plugins and commands specifically designed to enhance Claude Code, your AI coding assistant.
  • hightopics#2
    Add specific topics to improve categorization

    Why:

    COPY-PASTE FIX
    claude-code, ai-plugins, marketplace, coding-assistant, ai-agents, developer-tools
  • mediumlicense#3
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a LICENSE file in the repository root with your chosen open-source license (e.g., MIT, Apache-2.0, GPL-3.0).

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 ananddtyagi/cc-marketplace
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GitHub Marketplace
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Marketplace · recommended 2×
  2. Hugging Face Hub · recommended 2×
  3. VS Code Marketplace · recommended 1×
  4. JetBrains Plugin Marketplace · recommended 1×
  5. Awesome Lists on GitHub · recommended 1×
  • CATEGORY QUERY
    Where can I find community-driven AI plugins to enhance my coding assistant?
    you: not recommended
    AI recommended (in order):
    1. VS Code Marketplace
    2. JetBrains Plugin Marketplace
    3. GitHub Marketplace
    4. Hugging Face Hub
    5. Awesome Lists on GitHub
    6. OpenAI API Community Forums/Showcases

    AI recommended 6 alternatives but never named ananddtyagi/cc-marketplace. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to discover specialized AI agents for code analysis, documentation, and task automation?
    you: not recommended
    AI recommended (in order):
    1. GitHub Marketplace
    2. Awesome Lists
    3. Product Hunt
    4. AlternativeTo
    5. The Register
    6. InfoWorld
    7. TechCrunch
    8. Google AI
    9. OpenAI
    10. Microsoft AI
    11. Hugging Face
    12. Hugging Face Hub
    13. OpenAI API Playground
    14. KubeCon
    15. AWS re:Invent
    16. Google I/O
    17. Microsoft Build
    18. NeurIPS
    19. ICML
    20. CVPR
    21. Reddit
    22. Stack Overflow

    AI recommended 22 alternatives but never named ananddtyagi/cc-marketplace. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    fail

    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 ananddtyagi/cc-marketplace?
    pass
    AI did not name ananddtyagi/cc-marketplace — 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 ananddtyagi/cc-marketplace in production, what risks or prerequisites should they evaluate first?
    pass
    AI named ananddtyagi/cc-marketplace 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 ananddtyagi/cc-marketplace solve, and who is the primary audience?
    pass
    AI named ananddtyagi/cc-marketplace explicitly

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

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MARKDOWN (README)
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ananddtyagi/cc-marketplace — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
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