RRepoGEO

REPOGEO REPORT · LITE

HKUDS/ClawWork

Default branch main · commit 9c73ac05 · scanned 6/28/2026, 3:12:50 AM

GitHub: 8,225 stars · 1,061 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
35 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 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 HKUDS/ClawWork, 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
  • hightopics#1
    Add relevant topics to the repository

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    ai-agents, llm-agents, ai-coworker, automation, income-generation, professional-tasks, financial-automation
  • highreadme#2
    Add a concise introductory paragraph to the README

    Why:

    CURRENT
    The README excerpt shows the first actual text after the H1 is a series of links, then H3, H4, H3 with a link, then a table. There's no clear introductory paragraph.
    COPY-PASTE FIX
    ClawWork is an innovative framework that leverages OpenClaw to create AI coworkers capable of automating professional tasks across 44+ professions, demonstrating significant income generation potential from real-life scenarios.
  • mediumhomepage#3
    Add the project's homepage URL to the repository metadata

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    https://hkuds.github.io/ClawWork/

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 HKUDS/ClawWork
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Zapier Interfaces / Zapier Central
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Zapier Interfaces / Zapier Central · recommended 1×
  2. Make · recommended 1×
  3. Axiom.ai · recommended 1×
  4. AutoGPT / BabyAGI · recommended 1×
  5. ChatGPT Team / Enterprise with Custom Instructions and GPTs · recommended 1×
  • CATEGORY QUERY
    How can I use AI agents to automate professional tasks and generate income?
    you: not recommended
    AI recommended (in order):
    1. Zapier Interfaces / Zapier Central
    2. Make
    3. Axiom.ai
    4. AutoGPT / BabyAGI
    5. ChatGPT Team / Enterprise with Custom Instructions and GPTs
    6. UiPath / Automation Anywhere

    AI recommended 6 alternatives but never named HKUDS/ClawWork. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best frameworks for evaluating AI agent performance on real-world business tasks?
    you: not recommended
    AI recommended (in order):
    1. LangChain Evaluation (LangSmith)
    2. Ragas
    3. DeepEval
    4. MLflow
    5. Scale AI
    6. Appen
    7. Surge AI
    8. scikit-learn
    9. pandas
    10. NLTK
    11. spaCy
    12. Galileo

    AI recommended 12 alternatives but never named HKUDS/ClawWork. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • 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 HKUDS/ClawWork?
    pass
    AI named HKUDS/ClawWork explicitly

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

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

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

Embed your GEO score

Drop this badge into the README of HKUDS/ClawWork. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/HKUDS/ClawWork.svg)](https://repogeo.com/en/r/HKUDS/ClawWork)
HTML
<a href="https://repogeo.com/en/r/HKUDS/ClawWork"><img src="https://repogeo.com/badge/HKUDS/ClawWork.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

HKUDS/ClawWork — 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