RRepoGEO

REPOGEO REPORT · LITE

hoangsonww/Claude-Code-Agent-Monitor

Default branch master · commit 074975c0 · scanned 6/25/2026, 1:41:46 AM

GitHub: 598 stars · 136 forks

AI VISIBILITY SCORE
27 /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
1 / 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 hoangsonww/Claude-Code-Agent-Monitor, 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 README opening to emphasize Claude Code specialization

    Why:

    CURRENT
    # Agent Dashboard for Claude Code

### Real-time monitoring platform for Claude Code agent activity 🚀

A professional dashboard to track and visualize your Claude Code agent sessions...
    COPY-PASTE FIX
    # Claude Code Agent Monitor: The Dedicated Real-time Dashboard for Claude Code Agents

### Unlock unparalleled insights into your Claude Code agent activity, tool usage, and subagent orchestration. Unlike generic AI observability platforms, this specialized dashboard integrates directly with Claude Code via its native hook system, providing real-time, granular analytics tailored specifically for Claude Code developers and AI engineers.
  • mediumreadme#2
    Add a 'Why Choose This?' or 'Comparison' section

    Why:

    COPY-PASTE FIX
    Add a new section, perhaps titled `## Why Choose Claude Code Agent Monitor?` or `## Specialized for Claude Code: Beyond Generic Observability`. Content should explain: "While general AI observability platforms like LangSmith or Weights & Biases offer broad monitoring capabilities, Claude Code Agent Monitor is purpose-built for the unique needs of Claude Code agents. It provides deep, real-time insights into session tracking, tool usage, and subagent orchestration, leveraging Claude Code's native hook system for unparalleled accuracy and relevance to your Claude Code development workflow."
  • lowtopics#3
    Add more specific monitoring/observability topics

    Why:

    CURRENT
    ai-agents, claude-agents, claude-code, claude-skills, express, expressjs, macos-app, node, nodejs, python, react, rest-api, rfc-6455, sqlite, sqlite3, tailwind, tailwindcss, typescript, vite, websocket
    COPY-PASTE FIX
    ai-agents, claude-agents, claude-code, claude-skills, claude-monitoring, agent-observability, express, expressjs, macos-app, node, nodejs, python, react, rest-api, rfc-6455, sqlite, sqlite3, tailwind, tailwindcss, typescript, vite, websocket

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 hoangsonww/Claude-Code-Agent-Monitor
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain Plus (now LangSmith)
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain Plus (now LangSmith) · recommended 2×
  2. Datadog · recommended 2×
  3. Grafana · recommended 2×
  4. Weights & Biases (W&B) Prompts · recommended 2×
  5. OpenTelemetry · recommended 1×
  • CATEGORY QUERY
    How to get real-time insights into AI agent activity and tool usage?
    you: not recommended
    AI recommended (in order):
    1. LangChain Plus (now LangSmith)
    2. OpenTelemetry
    3. Datadog
    4. New Relic
    5. Honeycomb
    6. Grafana
    7. Prometheus
    8. Loki
    9. Weights & Biases (W&B) Prompts
    10. Logstash
    11. Elasticsearch
    12. Kibana

    AI recommended 12 alternatives but never named hoangsonww/Claude-Code-Agent-Monitor. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a dashboard to visualize AI agent sessions and subagent orchestration.
    you: not recommended
    AI recommended (in order):
    1. LangChain Plus (now LangSmith)
    2. Arize AI
    3. Weights & Biases (W&B) Prompts
    4. OpenReplay
    5. Grafana
    6. Datadog

    AI recommended 6 alternatives but never named hoangsonww/Claude-Code-Agent-Monitor. 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 hoangsonww/Claude-Code-Agent-Monitor?
    pass
    AI did not name hoangsonww/Claude-Code-Agent-Monitor — 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?

  • If a team adopts hoangsonww/Claude-Code-Agent-Monitor in production, what risks or prerequisites should they evaluate first?
    pass
    AI named hoangsonww/Claude-Code-Agent-Monitor 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 hoangsonww/Claude-Code-Agent-Monitor solve, and who is the primary audience?
    pass
    AI did not name hoangsonww/Claude-Code-Agent-Monitor — 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?

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hoangsonww/Claude-Code-Agent-Monitor — RepoGEO report