RRepoGEO

REPOGEO REPORT · LITE

mhss1/MyBrain

Default branch master · commit a49727cb · scanned 5/22/2026, 11:48:36 AM

GitHub: 1,997 stars · 158 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 mhss1/MyBrain, 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
    Add a clear, concise opening paragraph to the README

    Why:

    COPY-PASTE FIX
    MyBrain is a comprehensive, local-first Android application designed to be your all-in-one productivity hub and AI assistant. Built with Jetpack Compose, it offers integrated tasks, notes, calendar, diary, and bookmark management, all powered by an intelligent AI agent. This project is a native Android app and is not related to any web-based or desktop knowledge management systems.
  • mediumtopics#2
    Expand topics to improve category visibility for Android AI and productivity

    Why:

    CURRENT
    android, chatbot, clean-architecture, compose, gemini, gpt, jetpack-compose, koin, kotlin, ktor, material-ui, mvi, mvvm, productivity, room-database, ui, ux
    COPY-PASTE FIX
    android, android-app, ai-assistant, personal-assistant, productivity-app, task-management, note-taking, calendar-app, chatbot, clean-architecture, compose, gemini, gpt, jetpack-compose, koin, kotlin, ktor, material-ui, mvi, mvvm, productivity, room-database, ui, ux
  • mediumreadme#3
    Add a 'Why MyBrain?' or 'Key Differentiators' section to the README

    Why:

    COPY-PASTE FIX
    ## Why MyBrain Stands Out
Unlike fragmented productivity tools or generic AI chatbots, MyBrain offers a truly integrated, all-in-one experience for Android. It combines robust task management, rich note-taking, intuitive calendar views, a personal diary, and bookmark organization, all enhanced by a private, local AI assistant. This means your AI can understand context across your tasks, notes, and calendar to provide more relevant and proactive assistance, without compromising your data privacy.

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 mhss1/MyBrain
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Jarvis
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Jarvis · recommended 1×
  2. Mycroft AI · recommended 1×
  3. Rhasspy · recommended 1×
  4. Termux · recommended 1×
  5. Google Keep Notes · recommended 1×
  • CATEGORY QUERY
    Seeking an open-source Android personal assistant that integrates AI chat with productivity tools.
    you: not recommended
    AI recommended (in order):
    1. Jarvis
    2. Mycroft AI
    3. Rhasspy
    4. Termux

    AI recommended 4 alternatives but never named mhss1/MyBrain. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Show me Android productivity apps built with Jetpack Compose featuring tasks, notes, and calendar.
    you: not recommended
    AI recommended (in order):
    1. Google Keep Notes
    2. Tasks.org
    3. Journey
    4. Simple Calendar
    5. Simple Notes
    6. TickTick
    7. Any.do

    AI recommended 7 alternatives but never named mhss1/MyBrain. 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 mhss1/MyBrain?
    pass
    AI named mhss1/MyBrain explicitly

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

  • If a team adopts mhss1/MyBrain in production, what risks or prerequisites should they evaluate first?
    pass
    AI named mhss1/MyBrain 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 mhss1/MyBrain solve, and who is the primary audience?
    pass
    AI named mhss1/MyBrain explicitly

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

Embed your GEO score

Drop this badge into the README of mhss1/MyBrain. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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mhss1/MyBrain — 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