RRepoGEO

REPOGEO REPORT · LITE

ClawRunr/JavaClaw

Default branch main · commit edc5e767 · scanned 6/23/2026, 6:43:13 PM

GitHub: 695 stars · 150 forks

AI VISIBILITY SCORE
33 /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
2 / 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 ClawRunr/JavaClaw, 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
    Remove the 'demo' note from the README

    Why:

    CURRENT
    NOTE: this project was originally created as a demo to show the use of JobRunr, JavaClaw is now an open invitation to the Java community, let’s build the future of Java-based AI agents together ☕.
    COPY-PASTE FIX
    (Remove this entire paragraph from the README.)
  • mediumtopics#2
    Add comprehensive topics for AI assistant functionality

    Why:

    CURRENT
    java, jobrunr, openclaw
    COPY-PASTE FIX
    java, jobrunr, openclaw, ai, ai-assistant, ai-agent, spring-ai, spring-boot, self-hosted, local-llm, ollama, telegram, discord, task-management, personal-ai
  • lowreadme#3
    Rephrase 'control plane (gateway)' for clarity

    Why:

    CURRENT
    It acts as a control plane (gateway) for an AI agent that can interact across multiple communication channels, manage tasks, execute shell commands, browse the web, and more — all while keeping your data local.
    COPY-PASTE FIX
    It acts as a central hub for an AI agent, enabling interaction across multiple communication channels, managing tasks, executing shell commands, browsing the web, and more — all while keeping your data local.

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 ClawRunr/JavaClaw
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Spring Boot
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Spring Boot · recommended 1×
  2. RASA · recommended 1×
  3. Apache Kafka · recommended 1×
  4. JIRA · recommended 1×
  5. Trello · recommended 1×
  • CATEGORY QUERY
    How can I build a local AI assistant with task management and multi-channel communication in Java?
    you: not recommended
    AI recommended (in order):
    1. Spring Boot
    2. RASA
    3. Apache Kafka
    4. JIRA
    5. Trello
    6. Slack API
    7. Discord API
    8. JDA
    9. Deeplearning4j
    10. Apache Camel
    11. H2 Database
    12. OpenNLP
    13. Stanford CoreNLP
    14. Spring Integration
    15. PostgreSQL
    16. Quarkus
    17. Apache ActiveMQ
    18. Micronaut
    19. RabbitMQ
    20. SQLite

    AI recommended 20 alternatives but never named ClawRunr/JavaClaw. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a Spring Boot framework to develop an extensible, self-hosted AI agent with local LLM support.
    you: not recommended
    AI recommended (in order):
    1. Spring AI
    2. LangChain4j
    3. Hugging Face Transformers
    4. DJL (Deep Java Library)
    5. ONNX Runtime Java API
    6. llama.cpp
    7. Ollama
    8. Deeplearning4j (DL4J)

    AI recommended 8 alternatives but never named ClawRunr/JavaClaw. 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 ClawRunr/JavaClaw?
    pass
    AI did not name ClawRunr/JavaClaw — 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 ClawRunr/JavaClaw in production, what risks or prerequisites should they evaluate first?
    pass
    AI named ClawRunr/JavaClaw 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 ClawRunr/JavaClaw solve, and who is the primary audience?
    pass
    AI named ClawRunr/JavaClaw 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 ClawRunr/JavaClaw. 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)
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HTML
<a href="https://repogeo.com/en/r/ClawRunr/JavaClaw"><img src="https://repogeo.com/badge/ClawRunr/JavaClaw.svg" alt="RepoGEO" /></a>
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ClawRunr/JavaClaw — 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