RRepoGEO

REPOGEO REPORT · LITE

motioneye-project/motioneye

Default branch main · commit 358fb6df · scanned 6/20/2026, 10:42:25 AM

GitHub: 4,612 stars · 705 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
59 /100
Needs work
Category recall
1 / 2
Avg rank #2.0 when recommended
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 motioneye-project/motioneye, 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
  • highhomepage#1
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    https://github.com/motioneye-project/motioneye/wiki
  • highreadme#2
    Emphasize motionEye as a Python-based application in the README introduction

    Why:

    CURRENT
    # What is motionEye?

**motionEye** is an online interface for the software _motion_, a video surveillance program with motion detection.
    COPY-PASTE FIX
    # What is motionEye?

**motionEye** is a Python-based web application that provides an online interface for the software _motion_, enabling user-friendly video surveillance with motion detection.
  • mediumtopics#3
    Add more specific Python application topics

    Why:

    CURRENT
    camera, motion-detection, python, python3, raspberrypi
    COPY-PASTE FIX
    camera, motion-detection, python, python3, raspberrypi, python-application, web-application, video-surveillance

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 motioneye-project/motioneye
Avg rank
#2.0
Lower is better. #1 = top recommendation.
Share of voice
9%
Of all named tools, what % are you?
Top rival
ccrisan/motioneyeos
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. ccrisan/motioneyeos · recommended 1×
  2. Motion-Project/motion · recommended 1×
  3. ShinobiCCTV/Shinobi · recommended 1×
  4. ZoneMinder/zoneminder · recommended 1×
  5. OpenCV · recommended 1×
  • CATEGORY QUERY
    How to set up a web-based surveillance system with motion detection on Raspberry Pi?
    you: #2
    AI recommended (in order):
    1. MotionEyeOS (ccrisan/motioneyeos)
    2. MotionEye (ccrisan/motioneye) ← you
    3. Motion (Motion-Project/motion)
    4. Shinobi (ShinobiCCTV/Shinobi)
    5. ZoneMinder (ZoneMinder/zoneminder)
    Show full AI answer
  • CATEGORY QUERY
    Looking for a Python-based solution to monitor camera feeds and detect movement.
    you: not recommended
    AI recommended (in order):
    1. OpenCV
    2. scikit-image
    3. imutils
    4. PyTorch
    5. TensorFlow
    6. Motion

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