RRepoGEO

REPOGEO REPORT · LITE

robinebers/openusage

Default branch main · commit 3d3bc1dc · scanned 6/29/2026, 1:06:28 AM

GitHub: 3,038 stars · 309 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
    Clarify the repository description to specify it's a personal macOS app

    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 menu bar app to track your personal AI coding assistant usage, limits, and spending across providers like Claude, Copilot, and Cursor.
  • highreadme#2
    Add a direct statement in the README's opening to reinforce its personal, desktop nature

    Why:

    CURRENT
    # OpenUsage

Track your AI coding subscriptions from the macOS menu bar — native Swift edition.

OpenUsage shows how much of your AI coding plans you've used: session and weekly limits, credits, and spend, all in one popover.
    COPY-PASTE FIX
    # OpenUsage

Track your AI coding subscriptions from the macOS menu bar — native Swift edition.

This is a personal desktop app for macOS users, not an enterprise solution. OpenUsage shows how much of your AI coding plans you've used: session and weekly limits, credits, and spend, all in one popover.
  • mediumtopics#3
    Add specific topics to describe the app's platform and function

    Why:

    CURRENT
    claude, codex, copilot, cursor, subscription
    COPY-PASTE FIX
    macos, menu-bar-app, usage-tracker, ai-coding-assistant, cost-management, claude, codex, copilot, cursor, subscription

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
Apptio Cloudability
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Apptio Cloudability · recommended 2×
  2. Jira · recommended 2×
  3. GitHub Copilot Business Dashboard · recommended 1×
  4. Azure OpenAI Service Cost Analysis · recommended 1×
  5. Azure OpenAI Service · recommended 1×
  • CATEGORY QUERY
    How can I monitor my AI coding assistant usage and subscription costs effectively?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot Business Dashboard
    2. Azure OpenAI Service Cost Analysis
    3. Azure OpenAI Service
    4. Google Cloud AI Platform
    5. Azure Cost Management + Billing
    6. Google Cloud Billing
    7. CloudHealth by Broadcom
    8. Apptio Cloudability
    9. AWS Cost Explorer
    10. OpenAI API
    11. GitHub API
    12. requests
    13. Grafana
    14. Tableau
    15. Jira
    16. Asana

    AI recommended 16 alternatives but never named robinebers/openusage. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help track AI developer tool usage and spending on macOS?
    you: not recommended
    AI recommended (in order):
    1. CloudHealth by VMware
    2. Apptio Cloudability
    3. Flexera One (Cloud Cost Optimization module)
    4. Harness Cloud Cost Management (CCM)
    5. Weights & Biases (W&B)
    6. MLflow (mlflow/mlflow)
    7. Grafana (grafana/grafana)
    8. Prometheus (prometheus/prometheus)
    9. Node Exporter (prometheus/node_exporter)
    10. Activity Monitor
    11. Jira
    12. Toggl Track

    AI recommended 12 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?

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  • Brand-free category queries5 vs 2 in Lite
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