RRepoGEO

REPOGEO REPORT · LITE

nvidia-isaac/nvblox

Default branch public · commit 62ff8b4f · scanned 5/11/2026, 7:41:55 AM

GitHub: 1,178 stars · 146 forks

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 nvidia-isaac/nvblox, 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
  • highhomepage#1
    Set the repository homepage URL in the 'About' section

    Why:

    COPY-PASTE FIX
    Set the repository's 'About' section homepage field to the official documentation site URL (e.g., `https://nvidia-isaac.github.io/nvblox/`).
  • mediumreadme#2
    Clarify the project's license in the README

    Why:

    COPY-PASTE FIX
    Add a 'License' section to the README, stating: '`nvblox` is distributed under the terms specified in the [LICENSE](LICENSE) file. Please refer to this file for full details on the applicable license(s).'

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 nvidia-isaac/nvblox
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Open3D
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Open3D · recommended 2×
  2. ElasticFusion · recommended 2×
  3. RTAB-Map · recommended 1×
  4. KinectFusion · recommended 1×
  5. PCL · recommended 1×
  • CATEGORY QUERY
    What's a good library for real-time 3D reconstruction using RGB-D camera data?
    you: not recommended
    AI recommended (in order):
    1. Open3D
    2. RTAB-Map
    3. ElasticFusion
    4. KinectFusion
    5. PCL
    6. ORB-SLAM3

    AI recommended 6 alternatives but never named nvidia-isaac/nvblox. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a GPU-accelerated library for TSDF and ESDF mapping in robotic applications.
    you: not recommended
    AI recommended (in order):
    1. Open3D
    2. ElasticFusion
    3. voxblox
    4. NVIDIA Kaolin
    5. NanoVDB

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