RRepoGEO

REPOGEO REPORT · LITE

sugyan/claude-code-webui

Default branch main · commit 91092638 · scanned 6/21/2026, 7:27:06 AM

GitHub: 1,132 stars · 245 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
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
  • highabout#1
    Reposition the 'About' description to emphasize it's a standalone application

    Why:

    CURRENT
    Web-based interface for Claude CLI with streaming chat responses
    COPY-PASTE FIX
    A self-hostable web application providing an intuitive chat interface for Claude CLI, designed for streaming AI code generation and refactoring.
  • mediumtopics#2
    Expand repository topics to include broader AI and application terms

    Why:

    CURRENT
    claude, claude-cli, web-ui
    COPY-PASTE FIX
    claude, claude-cli, web-ui, llm-app, ai-tool, code-generation, local-ai-ui
  • lowhomepage#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
vercel/next.js
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. vercel/next.js · recommended 1×
  2. facebook/react · recommended 1×
  3. pallets/flask · recommended 1×
  4. tiangolo/fastapi · recommended 1×
  5. socketio/socket.io · recommended 1×
  • CATEGORY QUERY
    How to build a web-based chat interface for a command-line AI coding tool?
    you: not recommended
    AI recommended (in order):
    1. Next.js (vercel/next.js)
    2. React (facebook/react)
    3. Python Flask (pallets/flask)
    4. FastAPI (tiangolo/fastapi)
    5. Socket.IO (socketio/socket.io)
    6. websockets library (python-websockets/websockets)
    7. Streamlit (streamlit/streamlit)
    8. Vue.js (vuejs/core)
    9. Nuxt.js (nuxt/nuxt)
    10. Node.js (nodejs/node)
    11. Express.js (expressjs/express)
    12. Django Channels (django/channels)
    13. Gradio (gradio-app/gradio)

    AI recommended 13 alternatives but never named sugyan/claude-code-webui. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an intuitive web UI for interacting with a local AI code generator with streaming chat.
    you: not recommended
    AI recommended (in order):
    1. LM Studio
    2. Open WebUI (open-webui/open-webui)
    3. LocalAI (mudler/LocalAI)
    4. Jan (janhq/jan)
    5. KoboldCpp (LostRuins/koboldcpp)
    6. Text Generation WebUI (oobabooga/text-generation-webui)

    AI recommended 6 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