RRepoGEO

REPOGEO REPORT · LITE

tmgthb/Autonomous-Agents

Default branch main · commit 5ce5b5d3 · scanned 5/18/2026, 9:53:50 PM

GitHub: 1,281 stars · 96 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
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 tmgthb/Autonomous-Agents, 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 the README's primary statement of purpose

    Why:

    CURRENT
    # Autonomous Agents
Autonomous Agents-research papers. Updated daily. Resources-section-section.
    COPY-PASTE FIX
    # Autonomous Agents Research Papers Collection
This repository is a daily updated, curated collection of research papers on Autonomous Agents (LLMs).
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/tmgthb/Autonomous-Agents
  • mediumreadme#3
    Add a 'Key Features' section to the README

    Why:

    COPY-PASTE FIX
    ## Key Features
*   **Daily Updates:** Continuously updated with the latest research papers on autonomous agents.
*   **Curated Collection:** A focused repository specifically for LLM-based autonomous agent research.
*   **Chronological Order:** Papers are organized by year for easy navigation.

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 tmgthb/Autonomous-Agents
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
arXiv.org
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. arXiv.org · recommended 1×
  2. Papers With Code · recommended 1×
  3. Hugging Face · recommended 1×
  4. Google Scholar · recommended 1×
  5. The Batch by DeepLearning.AI · recommended 1×
  • CATEGORY QUERY
    Where can I find a daily updated collection of autonomous AI agent research papers?
    you: not recommended
    AI recommended (in order):
    1. arXiv.org
    2. Papers With Code
    3. Hugging Face
    4. Google Scholar
    5. The Batch by DeepLearning.AI
    6. Import AI by Jack Clark
    7. Twitter/X

    AI recommended 7 alternatives but never named tmgthb/Autonomous-Agents. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the most impactful recent research papers on large language model agents?
    you: not recommended
    AI recommended (in order):
    1. ReAct
    2. AutoGPT
    3. Generative Agents
    4. Reflexion
    5. Voyager
    6. Tree of Thoughts
    7. MetaGPT

    AI recommended 7 alternatives but never named tmgthb/Autonomous-Agents. 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 tmgthb/Autonomous-Agents?
    pass
    AI did not name tmgthb/Autonomous-Agents — 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 tmgthb/Autonomous-Agents in production, what risks or prerequisites should they evaluate first?
    pass
    AI did not name tmgthb/Autonomous-Agents — 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 tmgthb/Autonomous-Agents solve, and who is the primary audience?
    pass
    AI did not name tmgthb/Autonomous-Agents — 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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tmgthb/Autonomous-Agents — 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