RRepoGEO

REPOGEO REPORT · LITE

Octoday-Hub/Embodied-AI

Default branch main · commit 8ecc9a59 · scanned 6/13/2026, 1:22:30 AM

GitHub: 1,152 stars · 119 forks

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 Octoday-Hub/Embodied-AI, 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
  • highabout#1
    Refine the repository's 'About' description to emphasize its nature as a knowledge hub

    Why:

    CURRENT
    星期八 Octoday 「具身智能知识索引与产业地图」
    COPY-PASTE FIX
    A comprehensive, community-driven knowledge hub and industry map for Embodied AI, integrating research papers, tools, courses, and career opportunities. 具身智能知识索引与产业地图。
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a LICENSE file in the repository root, choosing an appropriate open-source license (e.g., MIT, Apache-2.0, or CC-BY-4.0 for content-heavy repos like this one).
  • mediumtopics#3
    Add more specific topics to improve relevance for 'industry trends' and 'career opportunities' queries

    Why:

    CURRENT
    awesome-list, community, embodied-ai, jobs, papers, research, robot, robot-learning, robotics, tools
    COPY-PASTE FIX
    awesome-list, community, embodied-ai, jobs, papers, research, robot, robot-learning, robotics, tools, industry-trends, career-guide, knowledge-base

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 Octoday-Hub/Embodied-AI
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
allenai/ai2thor
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. allenai/ai2thor · recommended 1×
  2. facebookresearch/habitat-lab · recommended 1×
  3. openai/roboschool · recommended 1×
  4. deepmind/lab · recommended 1×
  5. bulletphysics/bullet3 · recommended 1×
  • CATEGORY QUERY
    Where can I find comprehensive learning resources and tools for embodied AI research?
    you: not recommended
    AI recommended (in order):
    1. AI2-THOR (allenai/ai2thor)
    2. Habitat (facebookresearch/habitat-lab)
    3. RoboSchool (openai/roboschool)
    4. DeepMind Lab (deepmind/lab)
    5. PyBullet (bulletphysics/bullet3)
    6. Unity ML-Agents (Unity-Technologies/ml-agents)
    7. ROS

    AI recommended 7 alternatives but never named Octoday-Hub/Embodied-AI. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best platforms for tracking embodied AI industry trends and career opportunities?
    you: not recommended
    AI recommended (in order):
    1. Robotics Business Review (RBR)
    2. The Robot Report
    3. AI.gov (National AI Initiative)
    4. IEEE Spectrum Robotics
    5. LinkedIn
    6. Crunchbase
    7. TechCrunch Robotics Category

    AI recommended 7 alternatives but never named Octoday-Hub/Embodied-AI. 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 Octoday-Hub/Embodied-AI?
    pass
    AI named Octoday-Hub/Embodied-AI explicitly

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

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

    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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MARKDOWN (README)
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Octoday-Hub/Embodied-AI — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
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