REPOGEO REPORT · LITE

ellite/Wallos

Default branch main · commit 02826761 · scanned 6/23/2026, 2:51:21 AM

GitHub: 8,095 stars · 378 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 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

Strengthen the README's introductory paragraph to emphasize subscription and recurring expense 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 your open-source, self-hostable solution for effortlessly tracking personal subscriptions and visualizing recurring expenses. Designed to empower you in managing your finances, Wallos simplifies budgeting and helps you save money by providing clear insights into your ongoing costs.

mediumtopics#2

Add more specific topics related to expense and personal finance management

Why:

CURRENT

budgeting, docker, finance, php, self-hosted, subscription-tracker

COPY-PASTE FIX

budgeting, docker, expense-management, finance, personal-finance, php, recurring-expenses, self-hosted, subscription-tracker

lowreadme#3

Add a 'Why Wallos?' or 'Comparison' section to the README

Why:

COPY-PASTE FIX

Add a new section to the README, for example, 'Why Wallos? (Subscription Tracking vs. General Finance)' or 'Comparison', that explicitly highlights Wallos's specialized focus on subscriptions and recurring expenses, differentiating it from broader personal finance management tools like Actual Budget or Firefly III.

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

Of all named tools, what % are you?

Top rival

HomeBank

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

HomeBank · recommended 2×
Actual Budget · recommended 1×
Firefly III · recommended 1×
GnuCash · recommended 1×
BudgetBakers Wallet (Self-Hosted) · recommended 1×

CATEGORY QUERY
What open-source tools can help me track recurring expenses and manage my personal budget?
you: not recommended
AI recommended (in order):
1. Actual Budget
2. Firefly III
3. HomeBank
4. GnuCash
5. BudgetBakers Wallet (Self-Hosted)
AI recommended 5 alternatives but never named ellite/Wallos. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Looking for a self-hostable solution to visualize and manage my subscription costs with Docker.
you: not recommended
AI recommended (in order):
1. Actual Budget (actualbudget/actual)
2. Firefly III (firefly-iii/firefly-iii)
3. Hledger-web (hledger/hledger-web)
4. Hledger (hledger/hledger)
5. HomeBank
6. HomeBank-Web (marius-j/homebank-web)
7. kasmweb/homebank
8. Ledger (ledger/ledger)
9. Beancount (beancount/beancount)
10. Python
11. Flask (pallets/flask)
12. Django (django/django)
AI recommended 12 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

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

Live preview

MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/ellite/Wallos.svg)](https://repogeo.com/en/r/ellite/Wallos)

HTML

<a href="https://repogeo.com/en/r/ellite/Wallos"><img src="https://repogeo.com/badge/ellite/Wallos.svg" alt="RepoGEO" /></a>

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ellite/Wallos — 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