RRepoGEO

REPOGEO REPORT · LITE

ellite/Wallos

Default branch main · commit e0ac8346 · scanned 5/12/2026, 6:06:24 PM

GitHub: 7,883 stars · 363 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 ellite/Wallos, 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 Introduction to emphasize subscription tracking

    Why:

    CURRENT
    Wallos is a powerful, open-source, and self-hostable web application designed to empower you in managing your finances with ease. Say goodbye to complicated spreadsheets and expensive financial software – Wallos simplifies the process of tracking expenses and helps you gain better c
    COPY-PASTE FIX
    Wallos is a powerful, open-source, and self-hostable web application specifically designed to help you manage and track all your recurring subscription expenses with ease. Say goodbye to forgotten renewals and complicated spreadsheets – Wallos simplifies the process of monitoring your subscriptions and helps you gain better control over your budget.
  • mediumtopics#2
    Add more specific subscription-related topics

    Why:

    CURRENT
    budgeting, docker, finance, php, self-hosted, subscription-tracker
    COPY-PASTE FIX
    budgeting, docker, finance, php, self-hosted, subscription-tracker, recurring-expenses, subscription-management, expense-management
  • lowcomparison#3
    Add a 'Why Wallos?' section to clarify its niche against broader tools

    Why:

    COPY-PASTE FIX
    ## Why Wallos? (Compared to other finance tools)

Wallos focuses specifically on tracking and managing your recurring subscription expenses. Unlike broader personal finance tools like Actual Budget or Firefly III, Wallos is streamlined to give you clear insights into your subscriptions, helping you avoid forgotten renewals and optimize your recurring spending without the complexity of a full accounting suite.

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 ellite/Wallos
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
actualbudget/actual
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. actualbudget/actual · recommended 1×
  2. firefly-iii/firefly-iii · recommended 1×
  3. HomeBank/HomeBank · recommended 1×
  4. Gnucash/gnucash · recommended 1×
  5. budgetbakers/wallet-self-hosted · recommended 1×
  • CATEGORY QUERY
    What open-source tools help me track and visualize my recurring subscription expenses?
    you: not recommended
    AI recommended (in order):
    1. Actual Budget (actualbudget/actual)
    2. Firefly III (firefly-iii/firefly-iii)
    3. HomeBank (HomeBank/HomeBank)
    4. GnuCash (Gnucash/gnucash)
    5. BudgetBakers Wallet (budgetbakers/wallet-self-hosted)
    6. Ledger (ledger/ledger)
    7. hledger (simonmichael/hledger)
    8. beancount (beancount/beancount)

    AI recommended 8 alternatives but never named ellite/Wallos. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a self-hostable PHP-based solution to manage personal finance subscriptions with Docker support.
    you: not recommended
    AI recommended (in order):
    1. Actual Budget
    2. Firefly III
    3. Invoice Ninja
    4. Monica
    5. BudgetBakers Wallet

    AI recommended 5 alternatives but never named ellite/Wallos. 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 ellite/Wallos?
    pass
    AI named ellite/Wallos explicitly

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

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

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

Embed your GEO score

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