RRepoGEO

REPOGEO REPORT · LITE

yeahhe365/AMC-WebUI

Default branch main · commit 243885a8 · scanned 6/16/2026, 4:26:41 PM

GitHub: 876 stars · 186 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 yeahhe365/AMC-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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highabout#1
    Update the 'About' description to explicitly link 'AMC WebUI' to 'All-in-one Model Console'

    Why:

    CURRENT
    面向 Gemini 的 Local-First AI 工作流 WebUI，集成多模态聊天、Canvas、文件处理、实时搜索、代码执行与高级推理。
    COPY-PASTE FIX
    AMC WebUI: An All-in-one Model Console for Gemini-native & OpenAI-compatible local-first AI workflows, integrating multimodal chat, Canvas, file processing, real-time search, code execution, and advanced reasoning.
  • mediumtopics#2
    Add specific topics for 'AI workflow' and 'AI console'

    Why:

    CURRENT
    ai, chatbot, gemini, gemini-api, google, image-generation, local-first, pwa, react, tailwindcss, typescript, vite
    COPY-PASTE FIX
    ai, chatbot, gemini, gemini-api, google, image-generation, local-first, pwa, react, tailwindcss, typescript, vite, ai-workflow, ai-console

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 yeahhe365/AMC-WebUI
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Obsidian
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Obsidian · recommended 1×
  2. Logseq · recommended 1×
  3. JupyterLite · recommended 1×
  4. ipywidgets · recommended 1×
  5. Streamlit · recommended 1×
  • CATEGORY QUERY
    What are the best local-first web UIs for managing multimodal AI conversations and workflows?
    you: not recommended
    AI recommended (in order):
    1. Obsidian
    2. Logseq
    3. JupyterLite
    4. ipywidgets
    5. Streamlit
    6. Gradio
    7. Quarto
    8. Observable JS

    AI recommended 8 alternatives but never named yeahhe365/AMC-WebUI. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an all-in-one AI console for advanced reasoning, code execution, and file processing.
    you: not recommended
    AI recommended (in order):
    1. Cursor
    2. Continue (continue-team/continue)
    3. Open Interpreter (KillianLucas/open-interpreter)
    4. JupyterLab (jupyterlab/jupyterlab)
    5. Replit AI

    AI recommended 5 alternatives but never named yeahhe365/AMC-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
    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 yeahhe365/AMC-WebUI?
    pass
    AI named yeahhe365/AMC-WebUI explicitly

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

  • If a team adopts yeahhe365/AMC-WebUI in production, what risks or prerequisites should they evaluate first?
    pass
    AI named yeahhe365/AMC-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 yeahhe365/AMC-WebUI solve, and who is the primary audience?
    pass
    AI named yeahhe365/AMC-WebUI explicitly

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

Embed your GEO score

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MARKDOWN (README)
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HTML
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yeahhe365/AMC-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