RRepoGEO

REPOGEO REPORT · LITE

DonTizi/ReMind

Default branch main · commit bb652b30 · scanned 6/1/2026, 2:48:01 PM

GitHub: 511 stars · 30 forks

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 DonTizi/ReMind, 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
    Reposition README opening to clarify "AI Memory Agent"

    Why:

    CURRENT
    Welcome to reMind! This application captures and indexes your digital activities, transcribing and summarizing them for easy recall. reMind uses advanced AI models to provide detailed summaries of your daily activities and to answer questions based on your digital history.
    COPY-PASTE FIX
    Welcome to reMind, your personal AI Memory Agent! This application captures and indexes your digital activities—screenshots, audio, and more—transcribing and summarizing them for easy recall. Unlike simple reminder apps, reMind uses advanced AI models to provide detailed summaries of your daily activities and to answer questions based on your digital history, acting as your local artificial memory.
  • hightopics#2
    Add specific topics for "personal AI assistant" and "digital memory"

    Why:

    CURRENT
    ai, artificial, chromadb, electronjs, embeddings, javascript, langchain, llama, memory, ocr, ollama, python, sqlite3, threejs, vector-database
    COPY-PASTE FIX
    ai, artificial, chromadb, electronjs, embeddings, javascript, langchain, llama, memory, ocr, ollama, python, sqlite3, threejs, vector-database, personal-ai, digital-memory, ai-assistant, local-llm-app, screen-capture, activity-logging
  • mediumabout#3
    Refine repository description for clarity

    Why:

    CURRENT
    Your Local Artificial Memory on your Device.
    COPY-PASTE FIX
    ReMind is your personal AI Memory Agent, capturing and indexing your digital activities to create a local artificial memory on your device.

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 DonTizi/ReMind
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Ollama
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Ollama · recommended 2×
  2. LM Studio · recommended 2×
  3. LangChain · recommended 2×
  4. LlamaIndex · recommended 2×
  5. Llama 3 · recommended 1×
  • CATEGORY QUERY
    How to build a personal AI assistant that remembers my daily digital interactions locally?
    you: not recommended
    AI recommended (in order):
    1. Llama 3
    2. Mistral
    3. Gemma
    4. Ollama
    5. LM Studio
    6. Chroma
    7. FAISS
    8. LangChain
    9. LlamaIndex
    10. Hugging Face Transformers
    11. Mycroft AI
    12. SQLite
    13. Home Assistant
    14. DuckDB
    15. Sentence-BERT
    16. Obsidian
    17. Dataview

    AI recommended 17 alternatives but never named DonTizi/ReMind. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools can I use to capture screen activity, transcribe text, and index it with local LLMs?
    you: not recommended
    AI recommended (in order):
    1. OBS Studio
    2. Whisper
    3. LlamaIndex
    4. Ollama
    5. ShareX
    6. Vosk
    7. LangChain
    8. LM Studio
    9. ScreenFlow
    10. Camtasia
    11. FFmpeg

    AI recommended 11 alternatives but never named DonTizi/ReMind. 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 DonTizi/ReMind?
    pass
    AI named DonTizi/ReMind explicitly

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

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

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

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite