REPOGEO REPORT · LITE

ansxuman/Clauge

Default branch main · commit faf88f58 · scanned 6/1/2026, 5:26:58 AM

GitHub: 699 stars · 56 forks

AI VISIBILITY SCORE

40 /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

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 ansxuman/Clauge, 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

Clarify Clauge's core identity as a unified desktop dev environment in the README

Why:

CURRENT

<p align="center">
  <strong>One window. Every dev tool.</strong>
</p>

<p align="center">
  Coding agents · workspace · REST · SQL · NoSQL · SSH · file explorer<br/>
  — every tool, one shell, an AI tuned to each.
</p>

COPY-PASTE FIX

<p align="center">
  <strong>Clauge is a unified desktop application that brings every dev tool into one window.</strong>
</p>

<p align="center">
  Coding agents · workspace · REST · SQL · NoSQL · SSH · file explorer<br/>
  — every tool, one shell, an AI tuned to each.
</p>

hightopics#2

Add high-level topics for unified dev environments and AI tools

Why:

CURRENT

agent, claude-code, clickhouse, codex, d1, d1-database, gemini-cli, mongodb, mysql, nosql, opencode, postgres, redis, rust, sql, sqlite, superapp, svelte, tauri

COPY-PASTE FIX

unified-development-environment, ide, ai-powered-tools, developer-tools, desktop-application, multi-tool, workspace, remote-development, api-client, database-client, ssh-client, code-agent, clauge, superapp, svelte, tauri, rust, agent, claude-code, clickhouse, codex, d1, d1-database, gemini-cli, mongodb, mysql, nosql, opencode, postgres, redis, sql, sqlite

mediumlicense#3

Clarify the project's license(s) in the README

Why:

COPY-PASTE FIX

Clauge is licensed under [Specify License Name(s) here, e.g., a custom license, or a combination of X and Y]. Please see the [LICENSE](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 ansxuman/Clauge

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

JetBrains Gateway

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

JetBrains Gateway · recommended 1×
VS Code Remote Development · recommended 1×
Rancher Desktop · recommended 1×
Multipass · recommended 1×
OrbStack · recommended 1×

CATEGORY QUERY
Looking for a unified desktop application to manage multiple development tools and workflows?
you: not recommended
AI recommended (in order):
1. JetBrains Gateway
2. VS Code Remote Development
3. Rancher Desktop
4. Multipass
5. OrbStack
6. DevKinsta
AI recommended 6 alternatives but never named ansxuman/Clauge. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What are the best AI-powered development environments for managing databases, APIs, and SSH connections?
you: not recommended
AI recommended (in order):
1. JetBrains AI Assistant
2. IntelliJ IDEA Ultimate
3. PyCharm Professional
4. DataGrip
5. WebStorm
6. VS Code
7. GitHub Copilot
8. SQLTools
9. PostgreSQL
10. MySQL
11. Thunder Client
12. REST Client
13. Remote - SSH
14. Cursor
15. GPT-4
16. JupyterLab
17. Jupyter AI
18. nbdev
19. psycopg2
20. SQLAlchemy
21. pandas
22. AWS Cloud9
23. RDS
24. DynamoDB
25. API Gateway
26. Lambda
27. CodeWhisperer
AI recommended 27 alternatives but never named ansxuman/Clauge. 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 ansxuman/Clauge?
pass
AI named ansxuman/Clauge explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts ansxuman/Clauge in production, what risks or prerequisites should they evaluate first?
pass
AI named ansxuman/Clauge 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 ansxuman/Clauge solve, and who is the primary audience?
pass
AI named ansxuman/Clauge 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 ansxuman/Clauge. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

Live preview

MARKDOWN (README)

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

HTML

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

Pro

Subscribe to Pro for deep diagnoses

ansxuman/Clauge — 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