REPOGEO REPORT · LITE

chrysb/alphaclaw

Default branch main · commit ba2d2a7d · scanned 6/18/2026, 6:36:51 AM

GitHub: 1,402 stars · 204 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 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 README opening to clarify AI agent management focus

Why:

CURRENT

The ultimate OpenClaw harness. Deploy in minutes. Stay running for months.

COPY-PASTE FIX

AlphaClaw is the ultimate setup harness for OpenClaw, providing a convenient web UI for deploying and managing multiple AI agents. It offers self-healing watchdogs, Git-backed rollbacks, and full browser-based observability, ensuring your AI agents stay disciplined and running for months without CLI or SSH.

mediumhomepage#2
Add a homepage URL to the repository settings
Why:
CURRENT
```
(none)
```
COPY-PASTE FIX
```
https://alphaclaw.md
```

mediumtopics#3

Expand repository topics to include AI agent orchestration and management

Why:

CURRENT

ai-agent, gateway, nodejs, openclaw, setup-ui, watchdog

COPY-PASTE FIX

ai-agent, ai-orchestration, agent-management, deployment-ui, openclaw, self-healing, watchdog, nodejs

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

Of all named tools, what % are you?

Top rival

Hugging Face Spaces

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

Hugging Face Spaces · recommended 1×
Gradio · recommended 1×
Streamlit · recommended 1×
Google Cloud Vertex AI Workbench (Managed Notebooks) · recommended 1×
Google Cloud Run · recommended 1×

CATEGORY QUERY
How to quickly deploy and manage multiple AI agents using a web UI?
you: not recommended
AI recommended (in order):
1. Hugging Face Spaces
2. Gradio
3. Streamlit
4. Google Cloud Vertex AI Workbench (Managed Notebooks)
5. Google Cloud Run
6. Google App Engine
7. AWS SageMaker Studio
8. AWS App Runner
9. AWS Elastic Beanstalk
10. Azure Machine Learning Studio
11. Azure App Service
12. Azure Container Instances
13. OpenAI Assistants API
AI recommended 13 alternatives but never named chrysb/alphaclaw. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Seeking a robust platform for reliable, self-healing AI agent deployments with browser-based monitoring.
you: not recommended
AI recommended (in order):
1. Kubernetes
2. Docker
3. Prometheus
4. Grafana
5. OpenShift
6. AWS Elastic Kubernetes Service (EKS)
7. Google Kubernetes Engine (GKE)
8. Azure Kubernetes Service (AKS)
9. Amazon CloudWatch
10. Google Cloud Monitoring
11. Azure Monitor
12. HashiCorp Nomad
13. Consul
14. Docker Swarm
15. Portainer
16. cAdvisor
17. Heroku
18. Librato
19. New Relic
AI recommended 19 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?

Embed your GEO score

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

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MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/chrysb/alphaclaw.svg)](https://repogeo.com/en/r/chrysb/alphaclaw)

HTML

<a href="https://repogeo.com/en/r/chrysb/alphaclaw"><img src="https://repogeo.com/badge/chrysb/alphaclaw.svg" alt="RepoGEO" /></a>

Pro

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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