RRepoGEO

REPOGEO REPORT · LITE

ValueCell-ai/ClawX

Default branch main · commit cb8c3cfd · scanned 6/26/2026, 10:41:22 PM

GitHub: 7,459 stars · 1,108 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)

3 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 ValueCell-ai/ClawX, 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
    Emphasize "standalone desktop application for AI agent management" in the README's opening

    Why:

    CURRENT
    **ClawX** bridges the gap between powerful AI agents and everyday users. Built on top of OpenClaw, it transforms command-line AI orchestration into an accessible, beautiful desktop experience—no terminal required.
    COPY-PASTE FIX
    **ClawX** is a standalone desktop application designed for visually managing and orchestrating OpenClaw AI agents. It transforms complex command-line AI operations into an intuitive, no-terminal desktop experience.
  • mediumtopics#2
    Add more specific topics related to desktop applications and AI agent orchestration

    Why:

    CURRENT
    agent, agentic-ai, agents, ai, clawdbot, moltbot, openclaw, skill
    COPY-PASTE FIX
    agent, agentic-ai, agents, ai, clawdbot, moltbot, openclaw, skill, desktop-app, gui, ai-orchestration, agent-management, no-terminal
  • lowreadme#3
    Add a link to the China-specific website in the README

    Why:

    COPY-PASTE FIX
    For our China-specific website and services, please visit [clawx.com.cn](https://clawx.com.cn).

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 ValueCell-ai/ClawX
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Microsoft Power Automate Desktop
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Microsoft Power Automate Desktop · recommended 2×
  2. n8n-io/n8n · recommended 2×
  3. Zapier · recommended 2×
  4. langchain-ai/langflow · recommended 1×
  5. node-red/node-red · recommended 1×
  • CATEGORY QUERY
    How can I visually manage and orchestrate AI agents from a desktop application?
    you: not recommended
    AI recommended (in order):
    1. LangChain UI (langchain-ai/langflow)
    2. Microsoft Power Automate Desktop
    3. n8n (n8n-io/n8n)
    4. Node-RED (node-red/node-red)
    5. Zapier
    6. Streamlit (streamlit/streamlit)

    AI recommended 6 alternatives but never named ValueCell-ai/ClawX. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best desktop tools for automating AI agent tasks without needing a terminal?
    you: not recommended
    AI recommended (in order):
    1. Zapier
    2. Microsoft Power Automate Desktop
    3. Keyboard Maestro
    4. AutoHotkey (AutoHotkey/AutoHotkey)
    5. UIPath Studio Community Edition
    6. n8n (n8n-io/n8n)

    AI recommended 6 alternatives but never named ValueCell-ai/ClawX. 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 ValueCell-ai/ClawX?
    pass
    AI named ValueCell-ai/ClawX explicitly

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

  • If a team adopts ValueCell-ai/ClawX in production, what risks or prerequisites should they evaluate first?
    pass
    AI named ValueCell-ai/ClawX 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 ValueCell-ai/ClawX solve, and who is the primary audience?
    pass
    AI named ValueCell-ai/ClawX explicitly

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

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ValueCell-ai/ClawX — 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