RRepoGEO

REPOGEO REPORT · LITE

AgenticHealthAI/Awesome-AI-Agents-for-Healthcare

Default branch main · commit 8c35d2ea · scanned 6/27/2026, 10:18:16 AM

GitHub: 1,100 stars · 117 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)

3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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 AgenticHealthAI/Awesome-AI-Agents-for-Healthcare, 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 repository type in the README's opening sentence

    Why:

    CURRENT
    This repository is a curated list of research papers, projects, and resources related to the application of **Agentic AI / AI agents for healthcare**, including medical image analysis, EHR manipulation, counseling, drug discovery, patient dialogue, and healthcare administration.
    COPY-PASTE FIX
    This repository is an **Awesome List** and a comprehensive, curated collection of research papers, projects, and resources focused on Agentic AI and AI agents for healthcare, including medical image analysis, EHR manipulation, counseling, drug discovery, patient dialogue, and healthcare administration.
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with a standard open-source license (e.g., MIT, Apache-2.0) to clearly define usage terms.
  • mediumtopics#3
    Expand repository topics to include its 'awesome list' nature

    Why:

    CURRENT
    agentic-ai, ai-agents, healthcare-agents, medical-agents
    COPY-PASTE FIX
    agentic-ai, ai-agents, healthcare-agents, medical-agents, awesome-list, curated-list, research-papers, resources, survey

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 AgenticHealthAI/Awesome-AI-Agents-for-Healthcare
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 2×
  2. Microsoft Azure AI Health Bot · recommended 1×
  3. Google Cloud Healthcare API · recommended 1×
  4. Vertex AI · recommended 1×
  5. OpenAI API · recommended 1×
  • CATEGORY QUERY
    What are the best AI agent frameworks for medical data analysis and patient care?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. Microsoft Azure AI Health Bot
    3. Google Cloud Healthcare API
    4. Vertex AI
    5. OpenAI API
    6. Hugging Face Transformers
    7. Rasa

    AI recommended 7 alternatives but never named AgenticHealthAI/Awesome-AI-Agents-for-Healthcare. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking resources on implementing agentic AI systems for healthcare administration and drug discovery.
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. AutoGPT
    3. BabyAGI
    4. LlamaIndex
    5. Microsoft Semantic Kernel
    6. BioGPT
    7. Med-PaLM 2
    8. Hugging Face Transformers Library
    9. Google Cloud Vertex AI
    10. Amazon SageMaker
    11. Microsoft Azure Machine Learning

    AI recommended 11 alternatives but never named AgenticHealthAI/Awesome-AI-Agents-for-Healthcare. 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 AgenticHealthAI/Awesome-AI-Agents-for-Healthcare?
    pass
    AI did not name AgenticHealthAI/Awesome-AI-Agents-for-Healthcare — 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 AgenticHealthAI/Awesome-AI-Agents-for-Healthcare in production, what risks or prerequisites should they evaluate first?
    pass
    AI named AgenticHealthAI/Awesome-AI-Agents-for-Healthcare 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 AgenticHealthAI/Awesome-AI-Agents-for-Healthcare solve, and who is the primary audience?
    pass
    AI did not name AgenticHealthAI/Awesome-AI-Agents-for-Healthcare — 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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AgenticHealthAI/Awesome-AI-Agents-for-Healthcare — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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