RRepoGEO

REPOGEO REPORT · LITE

easychen/chatchan-dist

Default branch master · commit bdbffaa2 · scanned 6/10/2026, 1:12:59 AM

GitHub: 732 stars · 102 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
28 /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
2 / 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 easychen/chatchan-dist, 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
  • hightopics#1
    Add descriptive topics to the repository

    Why:

    COPY-PASTE FIX
    ["ai-chatbot", "llm-frontend", "docker", "self-hosted", "openai-proxy", "chat-ui", "generative-ai"]
  • highreadme#2
    Reposition the README's opening to immediately state its core purpose

    Why:

    COPY-PASTE FIX
    Add this sentence immediately after the main title `# Chat酱独立部署版`: "这是一个轻量级的、基于Docker的AI聊天前端，支持独立部署，并自带代理功能，方便用户私有化部署和管理多个大型语言模型。"
  • highreadme#3
    Add a clear license statement to the README

    Why:

    COPY-PASTE FIX
    Add a new section to the README, e.g., `## 许可证` (License): "本项目采用 MIT 许可证发布。"

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 easychen/chatchan-dist
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Open WebUI
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Open WebUI · recommended 2×
  2. Chatbot UI · recommended 2×
  3. LobeChat · recommended 2×
  4. LocalAI · recommended 1×
  5. AnythingLLM · recommended 1×
  • CATEGORY QUERY
    Looking for a self-hostable chat interface to manage multiple large language models.
    you: not recommended
    AI recommended (in order):
    1. Open WebUI
    2. Chatbot UI
    3. LocalAI
    4. LobeChat
    5. AnythingLLM
    6. FastChat

    AI recommended 6 alternatives but never named easychen/chatchan-dist. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are good Docker-based solutions for a customizable AI assistant frontend with proxy support?
    you: not recommended
    AI recommended (in order):
    1. Chatbot UI
    2. Open WebUI
    3. LobeChat
    4. Botpress
    5. Rasa Webchat

    AI recommended 5 alternatives but never named easychen/chatchan-dist. 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 easychen/chatchan-dist?
    pass
    AI named easychen/chatchan-dist explicitly

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

  • If a team adopts easychen/chatchan-dist in production, what risks or prerequisites should they evaluate first?
    pass
    AI named easychen/chatchan-dist 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 easychen/chatchan-dist solve, and who is the primary audience?
    pass
    AI did not name easychen/chatchan-dist — 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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easychen/chatchan-dist — 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