RRepoGEO

REPOGEO REPORT · LITE

mhattingpete/claude-skills-marketplace

Default branch main · commit 3fa16a94 · scanned 6/7/2026, 4:03:43 PM

GitHub: 597 stars · 80 forks

AI VISIBILITY SCORE
15 /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
0 / 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 mhattingpete/claude-skills-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
    Reposition README's opening sentence to emphasize "marketplace"

    Why:

    CURRENT
    A curated marketplace of Claude Code plugins for software engineering workflows.
    COPY-PASTE FIX
    The Claude Skills Marketplace is the central hub for discovering and integrating specialized AI plugins and skills, purpose-built for Anthropic's Claude, to automate and enhance software engineering workflows like Git automation, testing, and code review.
  • hightopics#2
    Add more specific "marketplace" and "Claude" related topics

    Why:

    CURRENT
    ai-agents, ai-tools, anthropic, automation, claude-code, claude-skills, developer-tools, plugins, productivity
    COPY-PASTE FIX
    ai-agents, ai-tools, anthropic, automation, claude-code, claude-skills, developer-tools, plugins, productivity, claude-ai, ai-marketplace, ai-skills-hub, plugin-marketplace
  • mediumhomepage#3
    Add a homepage URL

    Why:

    COPY-PASTE FIX
    https://github.com/mhattingpete/claude-skills-marketplace

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 mhattingpete/claude-skills-marketplace
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 2 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Copilot · recommended 2×
  2. CodiumAI · recommended 2×
  3. Cursor · recommended 1×
  4. OpenAI Assistants API · recommended 1×
  5. LangChain · recommended 1×
  • CATEGORY QUERY
    How can I leverage AI agents to automate routine software engineering tasks and improve productivity?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. Cursor
    3. OpenAI Assistants API
    4. LangChain
    5. Auto-GPT
    6. Smol-developer
    7. CodiumAI

    AI recommended 7 alternatives but never named mhattingpete/claude-skills-marketplace. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What AI-powered tools assist with code review, Git automation, and fixing test failures?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. CodiumAI
    3. CodeRabbit
    4. DeepSource
    5. Tabnine
    6. GitLab Duo Code Suggestions
    7. SonarQube (SonarSource/SonarQube)

    AI recommended 7 alternatives but never named mhattingpete/claude-skills-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
    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 mhattingpete/claude-skills-marketplace?
    pass
    AI did not name mhattingpete/claude-skills-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 mhattingpete/claude-skills-marketplace in production, what risks or prerequisites should they evaluate first?
    pass
    AI did not name mhattingpete/claude-skills-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?

  • In one sentence, what problem does the repo mhattingpete/claude-skills-marketplace solve, and who is the primary audience?
    pass
    AI did not name mhattingpete/claude-skills-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?

Embed your GEO score

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