RRepoGEO

REPOGEO REPORT · LITE

robinebers/openusage

Default branch main · commit de22ad65 · scanned 5/17/2026, 8:11:22 PM

GitHub: 2,489 stars · 229 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 robinebers/openusage, 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
  • highabout#1
    Update the repository description to explicitly state its focus on AI coding assistant subscriptions.

    Why:

    CURRENT
    Burning through your subscriptions too fast? Paying for stuff you never use? Stop guessing. OpenUsage is free and open source.
    COPY-PASTE FIX
    OpenUsage is a free, open-source macOS app that tracks your usage across all your AI coding assistant subscriptions (e.g., Claude, Copilot, Cursor) in one place, right from your menu bar.
  • mediumtopics#2
    Expand repository topics to include broader categories for AI tools and usage tracking.

    Why:

    CURRENT
    claude, codex, copilot, cursor, subscription
    COPY-PASTE FIX
    claude, codex, copilot, cursor, subscription, ai-tools, usage-tracker, developer-tools, macos-app, monitoring
  • lowreadme#3
    Add a clear, concise 'What is OpenUsage?' section at the top of the README.

    Why:

    COPY-PASTE FIX
    Add a paragraph immediately after the H1, such as: "OpenUsage is a lightweight macOS menu bar application designed to help developers monitor their consumption of various AI coding assistant subscriptions. It provides real-time usage statistics for services like Claude, Copilot, and Cursor, helping you manage costs and avoid unexpected overages."

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 robinebers/openusage
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Google Sheets
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Google Sheets · recommended 1×
  2. Microsoft Excel · recommended 1×
  3. YNAB · recommended 1×
  4. Mint · recommended 1×
  5. Personal Capital · recommended 1×
  • CATEGORY QUERY
    How can I easily track my usage across different AI coding assistant subscriptions?
    you: not recommended
    AI recommended (in order):
    1. Google Sheets
    2. Microsoft Excel
    3. YNAB
    4. Mint
    5. Personal Capital
    6. OneTab
    7. Workona
    8. Google Calendar
    9. Outlook Calendar
    10. Python
    11. Selenium
    12. Playwright

    AI recommended 12 alternatives but never named robinebers/openusage. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help visualize and manage consumption for multiple AI developer services?
    you: not recommended
    AI recommended (in order):
    1. Grafana
    2. Prometheus
    3. Datadog
    4. Splunk
    5. Azure Monitor
    6. AWS CloudWatch
    7. Google Cloud Monitoring
    8. Tableau
    9. Power BI
    10. Streamlit
    11. Dash

    AI recommended 11 alternatives but never named robinebers/openusage. 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 robinebers/openusage?
    pass
    AI named robinebers/openusage explicitly

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

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