RRepoGEO

REPOGEO REPORT · LITE

openai/roboschool

Default branch master · commit d32bcb2b · scanned 5/21/2026, 8:53:05 PM

GitHub: 2,169 stars · 489 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
28 /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
2 / 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 openai/roboschool, 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
  • mediumreadme#1
    Clarify the existing license in the README

    Why:

    COPY-PASTE FIX
    Add the following sentence to the README, ideally near the top or in a dedicated 'License' section: 'This project is released under the terms specified in the LICENSE file, which is a custom license.'
  • lowhomepage#2
    Add the original blog post URL as the homepage

    Why:

    COPY-PASTE FIX
    https://blog.openai.com/roboschool/

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 openai/roboschool
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
PyBullet
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. PyBullet · recommended 2×
  2. Gazebo · recommended 2×
  3. MuJoCo · recommended 2×
  4. Webots · recommended 2×
  5. CoppeliaSim · recommended 1×
  • CATEGORY QUERY
    What open-source tools are available for robot simulation with OpenAI Gym integration?
    you: not recommended
    AI recommended (in order):
    1. PyBullet
    2. Gazebo
    3. MuJoCo
    4. CoppeliaSim
    5. Webots

    AI recommended 5 alternatives but never named openai/roboschool. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a physics engine to simulate robotic environments for reinforcement learning research.
    you: not recommended
    AI recommended (in order):
    1. MuJoCo
    2. PyBullet
    3. Isaac Sim
    4. Gazebo
    5. Webots

    AI recommended 5 alternatives but never named openai/roboschool. 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 openai/roboschool?
    pass
    AI did not name openai/roboschool — 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 openai/roboschool in production, what risks or prerequisites should they evaluate first?
    pass
    AI named openai/roboschool 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 openai/roboschool solve, and who is the primary audience?
    pass
    AI named openai/roboschool explicitly

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

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openai/roboschool — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite