RRepoGEO

REPOGEO REPORT · LITE

sugyan/claude-code-webui

Default branch main · commit 2590bd53 · scanned 5/11/2026, 4:26:56 AM

GitHub: 1,088 stars · 243 forks

AI VISIBILITY SCORE
22 /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
1 / 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 sugyan/claude-code-webui, 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's opening tagline to emphasize 'application' and 'AI coding assistant'

    Why:

    CURRENT
    > **A modern web interface for Claude Code CLITransform your command-line coding experience into an intuitive web-based chat interface
    COPY-PASTE FIX
    > **A ready-to-use web application providing a modern, intuitive chat interface for Claude Code CLI.** Transform your command-line coding experience into an AI-powered code generation and assistance tool.
  • hightopics#2
    Add more specific topics to clarify the project's category

    Why:

    CURRENT
    claude, claude-cli, web-ui
    COPY-PASTE FIX
    claude, claude-cli, web-ui, ai-coding-assistant, llm-web-ui, anthropic, code-generation, developer-tools
  • mediumabout#3
    Add a homepage URL to the repository's 'About' section

    Why:

    COPY-PASTE FIX
    https://github.com/sugyan/claude-code-webui

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 sugyan/claude-code-webui
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Streamlit
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Streamlit · recommended 1×
  2. Gradio · recommended 1×
  3. Panel · recommended 1×
  4. Flask · recommended 1×
  5. Jinja2 · recommended 1×
  • CATEGORY QUERY
    How to build a web UI for a command-line AI coding assistant?
    you: not recommended
    AI recommended (in order):
    1. Streamlit
    2. Gradio
    3. Panel
    4. Flask
    5. Jinja2
    6. HTMX
    7. Next.js
    8. React
    9. FastAPI
    10. Django REST Framework

    AI recommended 10 alternatives but never named sugyan/claude-code-webui. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a streaming chat interface to interact with local large language models.
    you: not recommended
    AI recommended (in order):
    1. LM Studio
    2. Ollama
    3. Jan
    4. LocalAI
    5. Text Generation WebUI (oobabooga/text-generation-webui)
    6. KoboldCpp
    7. PrivateGPT

    AI recommended 7 alternatives but never named sugyan/claude-code-webui. 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 sugyan/claude-code-webui?
    pass
    AI did not name sugyan/claude-code-webui — 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 sugyan/claude-code-webui in production, what risks or prerequisites should they evaluate first?
    pass
    AI named sugyan/claude-code-webui 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 sugyan/claude-code-webui solve, and who is the primary audience?
    pass
    AI did not name sugyan/claude-code-webui — 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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sugyan/claude-code-webui — 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