RRepoGEO

REPOGEO REPORT · LITE

LeapLabTHU/cooragent

Default branch main · commit d3b7b550 · scanned 5/23/2026, 9:36:49 AM

GitHub: 1,723 stars · 147 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
35 /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
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 LeapLabTHU/cooragent, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highabout#1
    Update the repository description

    Why:

    CURRENT
    Official Repository of Cooragent.
    COPY-PASTE FIX
    An AI agent collaboration community and online studio for building, sharing, and combining intelligent agents to automate complex tasks.
  • mediumhomepage#2
    Add a homepage URL to the repository

    Why:

    COPY-PASTE FIX
    Add the official URL for the Cooragent Agent Studio or project homepage (e.g., 'https://cooragent.ai' or similar).

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 LeapLabTHU/cooragent
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 1×
  2. LlamaIndex · recommended 1×
  3. Haystack · recommended 1×
  4. AutoGPT / BabyAGI · recommended 1×
  5. Microsoft Semantic Kernel · recommended 1×
  • CATEGORY QUERY
    How to quickly build and deploy AI agents for complex task automation?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. Haystack
    4. AutoGPT / BabyAGI
    5. Microsoft Semantic Kernel
    6. CrewAI

    AI recommended 6 alternatives but never named LeapLabTHU/cooragent. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What platforms allow collaborative development and sharing of custom AI agents?
    you: not recommended
    AI recommended (in order):
    1. Hugging Face Hub
    2. GitHub
    3. Weights & Biases
    4. MLflow
    5. Google Cloud Vertex AI
    6. Amazon SageMaker
    7. Azure Machine Learning

    AI recommended 7 alternatives but never named LeapLabTHU/cooragent. 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 LeapLabTHU/cooragent?
    pass
    AI named LeapLabTHU/cooragent explicitly

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

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

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

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LeapLabTHU/cooragent — 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