RRepoGEO

REPOGEO REPORT · LITE

zhaoxinyi02/ClawPanel

Default branch main · commit 08a6771b · scanned 6/6/2026, 8:51:45 PM

GitHub: 852 stars · 145 forks

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 zhaoxinyi02/ClawPanel, 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
    Add English translation to GitHub repository description

    Why:

    CURRENT
    🐾 ClawPanel — OpenClaw AI 助手可视化管理面板。Go 单二进制部署，支持 20+ 通道统一管理，跨平台，实时日志监控。
    COPY-PASTE FIX
    🐾 ClawPanel — OpenClaw AI 助手可视化管理面板。Go 单二进制部署，支持 20+ 通道统一管理，跨平台，实时日志监控。An AI assistant visual management panel for OpenClaw, supporting 20+ channels, cross-platform, with real-time log monitoring.
  • hightopics#2
    Expand topics with more specific management and platform keywords

    Why:

    CURRENT
    ai, bot, chatbot, docker, im, napcat, onebot, openclaw, qq, wechat
    COPY-PASTE FIX
    ai, bot, chatbot, docker, im, napcat, onebot, openclaw, qq, wechat, management-panel, dashboard, runtime-management, multi-platform, go-application
  • mediumreadme#3
    Add a clear 'Current Version' line to the README

    Why:

    COPY-PASTE FIX
    Current Version: v5.5.1

Go 单二进制 · React 18 · TailwindCSS · SQLite · WebSocket 实时推送 · 跨平台

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 zhaoxinyi02/ClawPanel
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
botpress/botpress
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. botpress/botpress · recommended 1×
  2. RasaHQ/rasa · recommended 1×
  3. microsoft/BotFramework-Composer · recommended 1×
  4. Google Dialogflow · recommended 1×
  5. Twilio Autopilot · recommended 1×
  • CATEGORY QUERY
    How to manage multiple AI chatbot instances across various messaging platforms efficiently?
    you: not recommended
    AI recommended (in order):
    1. Botpress (botpress/botpress)
    2. Rasa (RasaHQ/rasa)
    3. Microsoft Bot Framework Composer (microsoft/BotFramework-Composer)
    4. Google Dialogflow
    5. Twilio Autopilot
    6. Zendesk Sunshine Conversations
    7. Zapier
    8. Make

    AI recommended 8 alternatives but never named zhaoxinyi02/ClawPanel. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a cross-platform Go application to monitor and manage AI bot runtimes.
    you: not recommended
    AI recommended (in order):
    1. Grafana
    2. Prometheus
    3. Alertmanager
    4. Datadog
    5. New Relic
    6. OpenTelemetry
    7. Jaeger
    8. Zipkin
    9. Loki
    10. Elasticsearch
    11. Logstash
    12. Kibana
    13. expvar
    14. pprof
    15. Kubernetes
    16. Docker Swarm
    17. systemd
    18. Supervisor

    AI recommended 18 alternatives but never named zhaoxinyi02/ClawPanel. 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 zhaoxinyi02/ClawPanel?
    pass
    AI named zhaoxinyi02/ClawPanel explicitly

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

  • If a team adopts zhaoxinyi02/ClawPanel in production, what risks or prerequisites should they evaluate first?
    pass
    AI named zhaoxinyi02/ClawPanel 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 zhaoxinyi02/ClawPanel solve, and who is the primary audience?
    pass
    AI named zhaoxinyi02/ClawPanel 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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MARKDOWN (README)
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zhaoxinyi02/ClawPanel — 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