RRepoGEO

REPOGEO REPORT · LITE

Arindam200/cc-lens

Default branch main · commit d70d3c18 · scanned 6/4/2026, 7:31:59 PM

GitHub: 517 stars · 67 forks

AI VISIBILITY SCORE
33 /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
2 / 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 Arindam200/cc-lens, 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's opening to highlight privacy, local usage, and cost monitoring

    Why:

    CURRENT
    # Claude Code Lens (cc-lens)

Local analytics dashboard for Claude Code. No cloud, no telemetry, no API key, just your `~/.claude/` data, visualized.
    COPY-PASTE FIX
    # Claude Code Lens (cc-lens)

**cc-lens is a privacy-focused, local analytics dashboard for monitoring your Claude Code AI assistant usage, token consumption, and estimated costs.** It visualizes data directly from your `~/.claude/` directory, ensuring no cloud uploads, telemetry, or API keys are involved. Get real-time insights into your personal AI coding activity without compromising privacy.
  • mediumtopics#2
    Expand topics to include broader AI assistant monitoring and privacy keywords

    Why:

    CURRENT
    claude-code, claude-skills
    COPY-PASTE FIX
    claude-code, claude-skills, ai-assistant-monitoring, local-llm-usage, privacy-focused, developer-tools, dashboard, cost-monitoring
  • mediumabout#3
    Refine the repository description to emphasize local, private usage and cost monitoring

    Why:

    CURRENT
    A real-time monitoring dashboard for Claude Code
    COPY-PASTE FIX
    A privacy-focused, local real-time monitoring dashboard for Claude Code AI assistant usage, token consumption, and estimated costs.

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 Arindam200/cc-lens
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Grafana
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Grafana · recommended 2×
  2. Prometheus · recommended 1×
  3. Netdata · recommended 1×
  4. SQLite · recommended 1×
  5. Pandas · recommended 1×
  • CATEGORY QUERY
    How can I monitor my local AI coding assistant usage and costs privately?
    you: not recommended
    AI recommended (in order):
    1. Prometheus
    2. Grafana
    3. Netdata
    4. SQLite
    5. Pandas
    6. Matplotlib
    7. nvidia-smi
    8. radeontop
    9. Ollama
    10. grep
    11. awk
    12. jq

    AI recommended 12 alternatives but never named Arindam200/cc-lens. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a dashboard to visualize my personal AI assistant coding activity and token consumption.
    you: not recommended
    AI recommended (in order):
    1. Grafana
    2. Metabase
    3. Apache Superset
    4. Tableau
    5. Power BI
    6. Streamlit
    7. Plotly Dash

    AI recommended 7 alternatives but never named Arindam200/cc-lens. 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 Arindam200/cc-lens?
    pass
    AI named Arindam200/cc-lens explicitly

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

  • If a team adopts Arindam200/cc-lens in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Arindam200/cc-lens 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 Arindam200/cc-lens solve, and who is the primary audience?
    pass
    AI did not name Arindam200/cc-lens — likely talking about a different project

    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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Arindam200/cc-lens — 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