RRepoGEO

REPOGEO REPORT · LITE

jrin771/Everything-LLMs-And-Robotics

Default branch main · commit 30451417 · scanned 6/3/2026, 2:12:46 AM

GitHub: 850 stars · 61 forks

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 jrin771/Everything-LLMs-And-Robotics, 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
  • highreadme#1
    Clarify repository type in the README's opening sentence

    Why:

    CURRENT
    The world's largest GitHub Repository for the intersection of LLMs (multimodal included!) + Robotics
    COPY-PASTE FIX
    This is a comprehensive, curated 'awesome list' style repository for the intersection of LLMs (multimodal included!) + Robotics, aiming to be the world's largest resource collection.
  • mediumhomepage#2
    Add the repository URL as the homepage

    Why:

    COPY-PASTE FIX
    https://github.com/jrin771/Everything-LLMs-And-Robotics

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 jrin771/Everything-LLMs-And-Robotics
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Robotics at Google
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Robotics at Google · recommended 1×
  2. OpenAI Robotics · recommended 1×
  3. Stanford University's Mobile Robot Systems Lab (Prof. Dorsa Sadigh) · recommended 1×
  4. Stanford AI Lab (SAIL) · recommended 1×
  5. UC Berkeley's Robot Learning Lab (Prof. Sergey Levine) · recommended 1×
  • CATEGORY QUERY
    Where can I find comprehensive resources on integrating large language models with robotic systems?
    you: not recommended
    AI recommended (in order):
    1. Robotics at Google
    2. OpenAI Robotics
    3. Stanford University's Mobile Robot Systems Lab (Prof. Dorsa Sadigh)
    4. Stanford AI Lab (SAIL)
    5. UC Berkeley's Robot Learning Lab (Prof. Sergey Levine)
    6. Microsoft Research Robotics
    7. Hugging Face Transformers Agents
    8. arXiv.org

    AI recommended 8 alternatives but never named jrin771/Everything-LLMs-And-Robotics. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the leading research papers and project demos for AI robotics using generative models?
    you: not recommended
    AI recommended (in order):
    1. GATO
    2. RT-1
    3. Diffusion Policy
    4. Perceiver IO
    5. DreamerV3
    6. SayCan

    AI recommended 6 alternatives but never named jrin771/Everything-LLMs-And-Robotics. 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 jrin771/Everything-LLMs-And-Robotics?
    pass
    AI did not name jrin771/Everything-LLMs-And-Robotics — 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 jrin771/Everything-LLMs-And-Robotics in production, what risks or prerequisites should they evaluate first?
    pass
    AI named jrin771/Everything-LLMs-And-Robotics 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 jrin771/Everything-LLMs-And-Robotics solve, and who is the primary audience?
    pass
    AI did not name jrin771/Everything-LLMs-And-Robotics — 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?

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jrin771/Everything-LLMs-And-Robotics — 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