REPOGEO REPORT · LITE

zeenolife/ai-baby-monitor

Default branch master · commit c88e7a38 · scanned 6/1/2026, 3:08:20 PM

GitHub: 504 stars · 47 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 zeenolife/ai-baby-monitor, 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

highreadme#1

Enhance README's problem/solution statement with specific baby monitor features

Why:

CURRENT

The AI Baby Monitor watches a video stream (webcam, RTSP camera, …) and a simple list of safety rules. If a rule is broken it issues a *single* gentle beep so you can quickly glance over and check on your baby.

COPY-PASTE FIX

The **AI Baby Monitor** watches a video stream (webcam, RTSP camera, …) and a simple list of safety rules. It can detect specific events like **baby crying, movement, or unsafe positions**. If a rule is broken it issues a *single* gentle beep so you can quickly glance over and check on your baby.

mediumabout#2
Add a homepage URL to the repository's About section
Why:
COPY-PASTE FIX
```
https://deepwiki.com/zeenolife/ai-baby-monitor
```
mediumtopics#3
Expand topics with specific features and differentiators
Why:
CURRENT
```
baby-monitor, video-llm
```
COPY-PASTE FIX
```
baby-monitor, video-llm, cry-detection, movement-detection, privacy, home-security
```

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 zeenolife/ai-baby-monitor

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

home-assistant/core

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

home-assistant/core · recommended 1×
blakeblackshear/frigate · recommended 1×
Google Coral TPUs · recommended 1×
deepstack/deepstack · recommended 1×
Blue Iris · recommended 1×

CATEGORY QUERY
How to monitor baby activity using local AI models for enhanced privacy?
you: not recommended
AI recommended (in order):
1. Home Assistant (home-assistant/core)
2. Frigate (blakeblackshear/frigate)
3. Google Coral TPUs
4. DeepStack AI (deepstack/deepstack)
5. Blue Iris
6. OpenCV (opencv/opencv)
7. TensorFlow Lite (tensorflow/tensorflow)
8. PyTorch (pytorch/pytorch)
9. Luxonis OAK-D Cameras (luxonis/depthai-python)
10. Myriad X VPU
11. Wyze Cam
12. Dafang Hacks (dafang-hacks/dafang-hacks)
13. OpenIPC (OpenIPC/firmware)
AI recommended 13 alternatives but never named zeenolife/ai-baby-monitor. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What are some open-source solutions for video stream analysis with LLMs for home safety?
you: not recommended
AI recommended (in order):
1. Frigate
2. Double-Take
3. CompreFace
4. TensorFlow Lite
5. Coral TPUs
6. Llama.cpp
7. OpenAI
8. Anthropic
9. Home Assistant
10. Deepstack
11. llama_cpp_python
12. MotionEye
13. YOLOv5
14. YOLOv8
15. PyTorch
16. ONNX Runtime
17. ZoneMinder
18. OpenCV's DNN module
19. MobileNet SSD
20. YOLO
21. Ollama
22. Llama 3
23. Shinobi CCTV
24. LM Studio
AI recommended 24 alternatives but never named zeenolife/ai-baby-monitor. 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 zeenolife/ai-baby-monitor?
pass
AI did not name zeenolife/ai-baby-monitor — 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 zeenolife/ai-baby-monitor in production, what risks or prerequisites should they evaluate first?
pass
AI named zeenolife/ai-baby-monitor 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 zeenolife/ai-baby-monitor solve, and who is the primary audience?
pass
AI named zeenolife/ai-baby-monitor 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)

[![RepoGEO](https://repogeo.com/badge/zeenolife/ai-baby-monitor.svg)](https://repogeo.com/en/r/zeenolife/ai-baby-monitor)

HTML

<a href="https://repogeo.com/en/r/zeenolife/ai-baby-monitor"><img src="https://repogeo.com/badge/zeenolife/ai-baby-monitor.svg" alt="RepoGEO" /></a>

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zeenolife/ai-baby-monitor — 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