RRepoGEO

REPOGEO REPORT · LITE

steveseguin/vdo.ninja

Default branch develop · commit d5a8b566 · scanned 5/16/2026, 5:57:06 AM

GitHub: 3,838 stars · 1,160 forks

AI VISIBILITY SCORE
58 /100
Needs work
Category recall
1 / 2
Avg rank #20.0 when recommended
Rule findings
2 pass · 0 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 steveseguin/vdo.ninja, 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
  • hightopics#1
    Add specific WebRTC and smartphone-related topics

    Why:

    CURRENT
    live, low-latency, ninja, obs, obsninja, studio, vdo, vdo-ninja, vdoninja, video, vmix
    COPY-PASTE FIX
    live, low-latency, ninja, obs, obsninja, studio, vdo, vdo-ninja, vdoninja, video, vmix, webrtc, peer-to-peer, smartphone, webcam
  • mediumreadme#2
    Integrate 'WebRTC' into the README's main positioning statement

    Why:

    CURRENT
    VDO.Ninja brings peer-to-peer technology to OBS and other studio software, enabling remote camera integration with:
    COPY-PASTE FIX
    VDO.Ninja brings peer-to-peer WebRTC technology to OBS and other studio software, enabling remote camera integration with:
  • lowlicense#3
    Add a clear statement about the project's license(s) to the README

    Why:

    COPY-PASTE FIX
    This project is licensed under [Specify License(s) here, e.g., a custom license, or a combination of licenses like MIT and Apache-2.0]. Please see the LICENSE file for full details.

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
1 / 2
50% of queries surface steveseguin/vdo.ninja
Avg rank
#20.0
Lower is better. #1 = top recommendation.
Share of voice
2%
Of all named tools, what % are you?
Top rival
obsproject/obs-studio
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. obsproject/obs-studio · recommended 2×
  2. NDI Tools · recommended 2×
  3. SRT · recommended 1×
  4. AJA Bridge Live · recommended 1×
  5. Haivision Makito X Series · recommended 1×
  • CATEGORY QUERY
    How to integrate live remote video feeds into OBS with minimal delay?
    you: #20
    AI recommended (in order):
    1. SRT
    2. AJA Bridge Live
    3. Haivision Makito X Series
    4. Kiloview NDI/SRT Encoders/Decoders
    5. OBS Studio (obsproject/obs-studio)
    6. LiveU Studio
    7. VideoFlow
    8. NDI
    9. NDI Tools
    10. NDI Bridge
    11. NDI Webcam Input
    12. NDI Screen Capture
    13. OBS NDI Plugin (Palakis/obs-ndi)
    14. NewTek Spark
    15. BirdDog NDI Encoders/Decoders
    16. RTMP
    17. Nginx-RTMP (arut/nginx-rtmp-module)
    18. FFmpeg (FFmpeg/FFmpeg)
    19. WebRTC
    20. VDO.Ninja ← you
    21. SimpleWebRTC (simplewebrtc/simplewebrtc)
    22. PeerJS (peerjs/peerjs)
    23. Teradek Cube
    24. Teradek Bond
    25. LiveU Solo
    26. TVU Networks One
    27. Zoom
    28. Microsoft Teams
    29. Google Meet
    30. OBS Virtual Camera (obsproject/obs-studio)
    31. VB-Audio Cable
    Show full AI answer
  • CATEGORY QUERY
    Looking for a peer-to-peer solution to bring smartphone cameras into live studio productions.
    you: not recommended
    AI recommended (in order):
    1. NDI HX Camera
    2. NDI Tools
    3. OBS Studio
    4. vMix
    5. TriCaster
    6. Teradek Live:Air Action
    7. Live:Air Solo
    8. Filmic Pro
    9. Elgato Cam Link
    10. Blackmagic UltraStudio Recorder
    11. OBS Camera
    12. EpocCam
    13. Camo
    14. Slovo.live

    AI recommended 14 alternatives but never named steveseguin/vdo.ninja. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • 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 steveseguin/vdo.ninja?
    pass
    AI named steveseguin/vdo.ninja explicitly

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

  • If a team adopts steveseguin/vdo.ninja in production, what risks or prerequisites should they evaluate first?
    pass
    AI named steveseguin/vdo.ninja 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 steveseguin/vdo.ninja solve, and who is the primary audience?
    pass
    AI named steveseguin/vdo.ninja explicitly

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

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steveseguin/vdo.ninja — 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