RRepoGEO

REPOGEO REPORT · LITE

lencx/GPTHub

Default branch main · commit 47abc07a · scanned 6/12/2026, 2:18:12 AM

GitHub: 566 stars · 60 forks

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 lencx/GPTHub, 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 main heading to clarify its role as an OpenAI GPT Store discovery tool

    Why:

    CURRENT
    <h3 align="center">

</h3>
    COPY-PASTE FIX
    <h3 align="center">GPTHub: Your Premier Discovery Platform for OpenAI's Custom GPT Store</h3>
  • mediumtopics#2
    Add more specific topics related to OpenAI GPT Store discovery

    Why:

    CURRENT
    ai, chatgpt, gpts, gptstore, openai, store
    COPY-PASTE FIX
    ai, chatgpt, gpts, gptstore, openai, store, gpt-discovery, custom-gpt, gpt-directory, openai-gpt-store
  • lowreadme#3
    Integrate 'desktop application' into the README's introductory sentence

    Why:

    CURRENT
    🔍 Discover the Best in Custom GPT at OpenAI's GPT Store – Your Adventure Begins Here!
    COPY-PASTE FIX
    GPTHub is a cross-platform desktop application to help you 🔍 Discover the Best in Custom GPT at OpenAI's GPT Store – Your Adventure Begins Here!

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 lencx/GPTHub
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Hugging Face Hub
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Hugging Face Hub · recommended 2×
  2. Papers With Code · recommended 2×
  3. Kaggle Models · recommended 2×
  4. TensorFlow Hub · recommended 2×
  5. GitHub Trending/Explore · recommended 1×
  • CATEGORY QUERY
    Where can I find a curated list of specialized custom AI models?
    you: not recommended
    AI recommended (in order):
    1. Hugging Face Hub
    2. Papers With Code
    3. GitHub Trending/Explore
    4. Kaggle Models
    5. PyTorch Hub
    6. TensorFlow Hub
    7. Awesome-X Lists

    AI recommended 7 alternatives but never named lencx/GPTHub. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What's the best way to explore and discover pre-built AI agents for specific tasks?
    you: not recommended
    AI recommended (in order):
    1. Hugging Face Hub
    2. OpenAI GPT Store
    3. GitHub Marketplace
    4. GitHub Trending Repositories
    5. Kaggle Models
    6. Google AI Hub
    7. TensorFlow Hub
    8. Papers With Code
    9. Awesome AI/ML Lists

    AI recommended 9 alternatives but never named lencx/GPTHub. 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 lencx/GPTHub?
    pass
    AI named lencx/GPTHub explicitly

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

  • If a team adopts lencx/GPTHub in production, what risks or prerequisites should they evaluate first?
    pass
    AI named lencx/GPTHub 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 lencx/GPTHub solve, and who is the primary audience?
    pass
    AI named lencx/GPTHub explicitly

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

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lencx/GPTHub — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite