RRepoGEO

REPOGEO REPORT · LITE

EvoLinkAI/awesome-openclaw-usecases-moltbook

Default branch main · commit e289ac49 · scanned 6/12/2026, 1:57:46 PM

GitHub: 994 stars · 110 forks

AI VISIBILITY SCORE
20 /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
0 / 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 EvoLinkAI/awesome-openclaw-usecases-moltbook, 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 clarify "awesome list" nature and target audience

    Why:

    CURRENT
    A curated collection of **74 concrete, non-repeating use cases** for OpenClaw AI agents, sourced from real-world implementations on Moltbook.
    COPY-PASTE FIX
    This is an **awesome list** of **74 concrete, non-repeating, real-world use cases** for OpenClaw AI agents, sourced from practical implementations on Moltbook. It's designed for developers and researchers seeking inspiration and practical examples for intelligent workflow automation.
  • mediumtopics#2
    Add more specific topics for practical AI agent examples and workflow automation

    Why:

    CURRENT
    agentic-ai, ai-agents, automation, awesome, awesome-list, awesome-lists, best-practices, case-studies, curation, developer-tools, evolink, knowledge-work, open-source, openclaw, openclaw-use-cases, operations, productivity, research-tools, templates, workflow-automation
    COPY-PASTE FIX
    agentic-ai, ai-agents, automation, awesome, awesome-list, awesome-lists, best-practices, case-studies, curation, developer-tools, evolink, knowledge-work, open-source, openclaw, openclaw-use-cases, operations, productivity, research-tools, templates, workflow-automation, ai-agent-examples, practical-ai-agents, intelligent-automation, workflow-templates
  • lowlicense#3
    Clarify the project's license in the README

    Why:

    COPY-PASTE FIX
    ## License

This project is licensed under [Specify License Name(s) and terms, e.g., 'a custom license based on X and Y' or 'multiple licenses as detailed in the LICENSE file']. Please refer to the `LICENSE` file for full details.

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 EvoLinkAI/awesome-openclaw-usecases-moltbook
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Hugging Face Transformers
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Hugging Face Transformers · recommended 2×
  2. LangChain · recommended 1×
  3. Google Search · recommended 1×
  4. DuckDuckGo · recommended 1×
  5. LlamaIndex · recommended 1×
  • CATEGORY QUERY
    Where can I find practical examples of AI agent automation workflows?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. Google Search
    3. DuckDuckGo
    4. LlamaIndex
    5. Hugging Face Transformers
    6. OpenAI Cookbook
    7. GPT-3.5
    8. GPT-4
    9. AutoGPT
    10. BabyAGI
    11. Medium
    12. Towards Data Science

    AI recommended 12 alternatives but never named EvoLinkAI/awesome-openclaw-usecases-moltbook. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking best practices and templates for intelligent workflow automation agents.
    you: not recommended
    AI recommended (in order):
    1. Zapier
    2. Make
    3. Microsoft Power Automate
    4. n8n
    5. OpenAI API
    6. Google Cloud AI Platform / Vertex AI
    7. AWS AI Services
    8. Hugging Face Transformers

    AI recommended 8 alternatives but never named EvoLinkAI/awesome-openclaw-usecases-moltbook. 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 EvoLinkAI/awesome-openclaw-usecases-moltbook?
    pass
    AI did not name EvoLinkAI/awesome-openclaw-usecases-moltbook — 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 EvoLinkAI/awesome-openclaw-usecases-moltbook in production, what risks or prerequisites should they evaluate first?
    pass
    AI did not name EvoLinkAI/awesome-openclaw-usecases-moltbook — 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?

  • In one sentence, what problem does the repo EvoLinkAI/awesome-openclaw-usecases-moltbook solve, and who is the primary audience?
    pass
    AI did not name EvoLinkAI/awesome-openclaw-usecases-moltbook — 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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  • Brand-free category queries5 vs 2 in Lite
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