RRepoGEO

REPOGEO REPORT · LITE

chrysb/alphaclaw

Default branch main · commit 27a548e9 · scanned 5/8/2026, 2:57:22 PM

GitHub: 1,271 stars · 169 forks

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 chrysb/alphaclaw, 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 the README H1 and tagline to specify AI agent deployment

    Why:

    CURRENT
    <h1 align="center">AlphaClaw</h1>
<p align="center">
  <strong>The ultimate OpenClaw harness. Deploy in minutes. Stay running for months.</strong><br>
  <strong>Observability. Reliability. Agent discipline. Zero SSH rescue missions.</strong>
</p>
    COPY-PASTE FIX
    <h1 align="center">AlphaClaw: AI Agent Deployment & Management Platform</h1>
<p align="center">
  <strong>The ultimate OpenClaw harness for reliable, self-healing AI agent deployments.</strong><br>
  <strong>Observability. Reliability. Agent discipline. Zero SSH rescue missions.</strong>
</p>
  • mediumhomepage#2
    Add a homepage URL to the 'About' section

    Why:

    COPY-PASTE FIX
    Add the official project homepage URL to the repository's 'About' section.
  • lowtopics#3
    Expand topics to include deployment, management, and reliability terms

    Why:

    CURRENT
    ai-agent, gateway, nodejs, openclaw, setup-ui, watchdog
    COPY-PASTE FIX
    ai-agent, gateway, nodejs, openclaw, setup-ui, watchdog, ai-deployment, agent-management, observability, reliability

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 chrysb/alphaclaw
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Streamlit
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Streamlit · recommended 2×
  2. Gradio · recommended 2×
  3. Kubernetes · recommended 2×
  4. OpenRAG.ai · recommended 1×
  5. LangChain · recommended 1×
  • CATEGORY QUERY
    How can I easily deploy and manage multiple AI agents with built-in reliability and a web UI?
    you: not recommended
    AI recommended (in order):
    1. OpenRAG.ai
    2. LangChain
    3. LangServe
    4. FastAPI
    5. Streamlit
    6. Hugging Face Inference Endpoints
    7. Streamlit
    8. Gradio
    9. Kubernetes
    10. KubeFlow
    11. Argo Workflows
    12. AWS SageMaker
    13. Azure Machine Learning
    14. Google Cloud Vertex AI
    15. Gradio

    AI recommended 15 alternatives but never named chrysb/alphaclaw. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools provide self-healing, observability, and anti-drift for long-running AI agent deployments?
    you: not recommended
    AI recommended (in order):
    1. Kubernetes
    2. Prometheus
    3. Grafana
    4. Kopf
    5. Operator SDK
    6. MLflow
    7. Seldon Core
    8. Cortex
    9. Datadog
    10. Weights & Biases (W&B)
    11. W&B Prompts
    12. Ray
    13. Ray Serve
    14. Ray Tune

    AI recommended 14 alternatives but never named chrysb/alphaclaw. 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 chrysb/alphaclaw?
    pass
    AI named chrysb/alphaclaw explicitly

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

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

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

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chrysb/alphaclaw — 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