RRepoGEO

REPOGEO REPORT · LITE

investbrainapp/investbrain

Default branch main · commit 2c245308 · scanned 6/23/2026, 12:06:35 AM

GitHub: 860 stars · 60 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 investbrainapp/investbrain, 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 the README's opening paragraph to highlight AI and multi-brokerage consolidation

    Why:

    CURRENT
    Investbrain is a smart open-source investment tracker that helps you manage, track, and make informed decisions about your investments.
    COPY-PASTE FIX
    Investbrain is a smart, open-source, LLM-enabled investment tracker designed to help you manage, track, and make informed decisions by consolidating and monitoring market performance across your different brokerages.
  • hightopics#2
    Expand repository topics to include AI, LLM, and integration keywords

    Why:

    CURRENT
    portfolio, self-host, stocks
    COPY-PASTE FIX
    portfolio, self-host, stocks, ai, llm, investment-tracker, brokerage-integration, financial-data
  • mediumreadme#3
    Add a clear statement about the project's license in the README

    Why:

    COPY-PASTE FIX
    ## License
This project is released under a custom license. Please refer to the `LICENSE` file for complete terms and conditions.

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 investbrainapp/investbrain
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Actual Budget
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Actual Budget · recommended 1×
  2. Firefly III · recommended 1×
  3. Portfolio Performance · recommended 1×
  4. Ghostfolio · recommended 1×
  5. Fava · recommended 1×
  • CATEGORY QUERY
    What open-source tools can I use to self-host my personal stock portfolio tracker?
    you: not recommended
    AI recommended (in order):
    1. Actual Budget
    2. Firefly III
    3. Portfolio Performance
    4. Ghostfolio
    5. Fava
    6. HomeBank

    AI recommended 6 alternatives but never named investbrainapp/investbrain. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an AI-powered investment tracker to consolidate stock performance across multiple platforms.
    you: not recommended
    AI recommended (in order):
    1. Personal Capital (now Empower Personal Wealth)
    2. Quicken Simplifi
    3. Mint
    4. Morningstar Portfolio Manager
    5. Kubera
    6. Wealthfront

    AI recommended 6 alternatives but never named investbrainapp/investbrain. 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 investbrainapp/investbrain?
    pass
    AI named investbrainapp/investbrain explicitly

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

  • If a team adopts investbrainapp/investbrain in production, what risks or prerequisites should they evaluate first?
    pass
    AI named investbrainapp/investbrain 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 investbrainapp/investbrain solve, and who is the primary audience?
    pass
    AI named investbrainapp/investbrain 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 investbrainapp/investbrain. 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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MARKDOWN (README)
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HTML
<a href="https://repogeo.com/en/r/investbrainapp/investbrain"><img src="https://repogeo.com/badge/investbrainapp/investbrain.svg" alt="RepoGEO" /></a>
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investbrainapp/investbrain — 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