RRepoGEO

REPOGEO REPORT · LITE

adamcohenhillel/ADeus

Default branch main · commit 4cac1b20 · scanned 6/19/2026, 6:33:11 PM

GitHub: 3,412 stars · 328 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
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
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 adamcohenhillel/ADeus, 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
    Clarify the README's opening to emphasize Adeus as a complete wearable device and personal AI system

    Why:

    CURRENT
    <div align="center">

ℹ️ 🔴 Active development of Open Source AI Wearable can be found @ Friend Repo, and Discord Community

# **Adeus**

Open-Source AI Wearable Device, the future depends on it!

<h3>

Homepage | Documentation | Discord

</h3>

[](https://github.com/adamcohenhillel/ADeus)

Adeus is a wearable device that captures what you say and hear in the real world and then transcribes and stores it on your own server. You can then chat with Adeus using the app, and it will have all the right context about what you want or need to talk about a truly personalized, personal AI.**

</div>
    COPY-PASTE FIX
    <div align="center">

# **Adeus: The Open-Source Personal AI Wearable Device**

The future of personal AI is here, and it's open-source.

<h3>

Homepage | Documentation | Discord

</h3>

Adeus is a complete open-source wearable device and personal AI system that captures what you say and hear in the real world, transcribes and stores it on your own server, and allows you to chat with your AI with full context. Unlike generic AI frameworks or speech-to-text libraries, Adeus provides a truly personalized, private, and integrated personal AI experience.

</div>
  • mediumtopics#2
    Expand repository topics to include more specific keywords for personal AI and data ownership

    Why:

    CURRENT
    ai, open, open-source-ai, wear, wearable, wearable-devices
    COPY-PASTE FIX
    ai, open, open-source-ai, wear, wearable, wearable-devices, personal-ai, ambient-computing, data-ownership, privacy, hardware-software-integration
  • mediumreadme#3
    Add a clear statement about the project's license in the README

    Why:

    COPY-PASTE FIX
    ## License
This project is released under [insert specific license name(s) here, e.g., "a custom license based on X and Y"]. Please see the [LICENSE](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
0 / 2
0% of queries surface adamcohenhillel/ADeus
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Mozilla DeepSpeech
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Mozilla DeepSpeech · recommended 2×
  2. OpenAI API · recommended 1×
  3. GPT-4 · recommended 1×
  4. GPT-3.5 Turbo · recommended 1×
  5. Whisper API · recommended 1×
  • CATEGORY QUERY
    How to build a personal AI assistant that captures and uses real-world conversations?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. GPT-4
    3. GPT-3.5 Turbo
    4. Whisper API
    5. Google Cloud Speech-to-Text
    6. Google Dialogflow ES
    7. Google Dialogflow CX
    8. AssemblyAI
    9. LangChain
    10. OpenAI GPT
    11. Anthropic Claude
    12. Llama 2
    13. Mozilla DeepSpeech
    14. NVIDIA Riva
    15. RASA
    16. Picovoice
    17. Rhino Speech-to-Intent
    18. Porcupine Wake Word
    19. GPT-3.5

    AI recommended 19 alternatives but never named adamcohenhillel/ADeus. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for open-source wearable projects for transcribing ambient audio and personal data ownership.
    you: not recommended
    AI recommended (in order):
    1. Open Speech Platform
    2. Mozilla DeepSpeech
    3. Whisper
    4. Raspberry Pi Zero W
    5. ESP32
    6. M5Stack Core2
    7. M5Stack CoreS3
    8. M5StickC PLUS
    9. M5Stack PDM Microphone Unit
    10. M5Stack Unit MIC
    11. Adafruit Circuit Playground Express
    12. Circuit Playground Bluefruit
    13. Adafruit Electret Microphone Amplifier MAX9814
    14. Raspberry Pi Pico W
    15. Adafruit PDM Microphone Breakout
    16. OpenBCI
    17. INMP441
    18. SPH0645LM4H
    19. ggerganov/whisper.cpp (ggerganov/whisper.cpp)

    AI recommended 19 alternatives but never named adamcohenhillel/ADeus. 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 adamcohenhillel/ADeus?
    pass
    AI named adamcohenhillel/ADeus explicitly

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

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

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

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adamcohenhillel/ADeus — 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