RRepoGEO

REPOGEO REPORT · LITE

securo-finance/securo

Default branch main · commit 5fafa1bd · scanned 6/7/2026, 6:32:26 PM

GitHub: 1,008 stars · 134 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 securo-finance/securo, 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, descriptive subtitle to the README's opening

    Why:

    CURRENT
    The current H3 is "Finance apps want your data. This one doesn't."
    COPY-PASTE FIX
    Add a new H2 or H3 immediately after the main `Securo` title: `Your Self-Hosted, Privacy-First Personal Finance Manager & Expense Tracker`
  • mediumtopics#2
    Expand repository topics to include more specific and common personal finance terms

    Why:

    CURRENT
    expense-tracker, finance-management, python
    COPY-PASTE FIX
    personal-finance, expense-tracker, finance-management, self-hosted, privacy, python, budget-app, money-management
  • lowreadme#3
    Add a dedicated 'Why Securo?' section to highlight its unique value proposition

    Why:

    CURRENT
    The current explanation of the unique value proposition is embedded in the introductory paragraph.
    COPY-PASTE FIX
    Add a new section, e.g., `## Why Securo?` followed by: `Unlike typical finance apps that collect and monetize your data, Securo is a self-hosted, open-source personal finance manager designed for ultimate privacy and control. Your financial data stays on your infrastructure, giving you full visibility without surrendering a single byte to third parties. Take back control of your personal finances.`

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 securo-finance/securo
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
HomeBank
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. HomeBank · recommended 2×
  2. actualbudget/actual · recommended 1×
  3. firefly-iii/firefly-iii · recommended 1×
  4. GnuCash · recommended 1×
  5. ledger/ledger · recommended 1×
  • CATEGORY QUERY
    What are good self-hosted personal finance tools that prioritize data privacy and control?
    you: not recommended
    AI recommended (in order):
    1. Actual Budget (actualbudget/actual)
    2. Firefly III (firefly-iii/firefly-iii)
    3. HomeBank
    4. GnuCash
    5. Ledger (ledger/ledger)
    6. hledger (simonmichael/hledger)
    7. beancount (beancount/beancount)
    8. BudgetZero (BudgetZero/BudgetZero)

    AI recommended 8 alternatives but never named securo-finance/securo. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an open-source expense tracker built with Python for managing finances locally.
    you: not recommended
    AI recommended (in order):
    1. Actual Budget
    2. Firefly III
    3. HomeBank
    4. BudgetPy
    5. Ledger
    6. hledger
    7. beancount

    AI recommended 7 alternatives but never named securo-finance/securo. 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 securo-finance/securo?
    pass
    AI named securo-finance/securo explicitly

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

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