RRepoGEO

REPOGEO REPORT · LITE

babaohuang/GeminiProChat

Default branch main · commit 8d91364b · scanned 5/27/2026, 5:28:23 PM

GitHub: 4,855 stars · 12,560 forks

AI VISIBILITY SCORE
27 /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
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 babaohuang/GeminiProChat, 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 README's opening to clarify it's a deployable chat application

    Why:

    CURRENT
    Minimal web UI for Gemini Pro Chat.
    COPY-PASTE FIX
    GeminiProChat is a minimal, self-hostable web UI designed specifically for chatting with Google's Gemini Pro API. Quickly deploy your own personal AI chatbot interface.
  • mediumtopics#2
    Add more specific topics to improve categorization

    Why:

    CURRENT
    astro, gemini, gemini-api, gemini-client, gemini-pro, gemini-server, google, google-api
    COPY-PASTE FIX
    astro, gemini, gemini-api, gemini-client, gemini-pro, gemini-server, google, google-api, chatbot, ai-chatbot, web-app, self-hosted
  • lowreadme#3
    Relocate the disclaimer for better immediate clarity

    Why:

    COPY-PASTE FIX
    Move the `> [!WARNING] Disclaimer:` block to appear after the initial project description (e.g., after the new repositioned opening sentence) and before the 'Deploy' section.

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 babaohuang/GeminiProChat
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Gradio
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Gradio · recommended 1×
  2. Streamlit · recommended 1×
  3. Hugging Face Spaces · recommended 1×
  4. Flask · recommended 1×
  5. Jinja2 · recommended 1×
  • CATEGORY QUERY
    How can I quickly deploy a simple web UI for interacting with a large language model?
    you: not recommended
    AI recommended (in order):
    1. Gradio
    2. Streamlit
    3. Hugging Face Spaces
    4. Flask
    5. Jinja2
    6. Next.js
    7. Vercel

    AI recommended 7 alternatives but never named babaohuang/GeminiProChat. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for minimal open-source chat interfaces to connect with powerful AI APIs.
    you: not recommended
    AI recommended (in order):
    1. Chatbot UI
    2. Open WebUI
    3. LobeChat
    4. Simple Chatbot UI
    5. AI Chatbot
    6. Next.js AI Chatbot (vercel/ai-chatbot)

    AI recommended 6 alternatives but never named babaohuang/GeminiProChat. 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 babaohuang/GeminiProChat?
    pass
    AI did not name babaohuang/GeminiProChat — 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 babaohuang/GeminiProChat in production, what risks or prerequisites should they evaluate first?
    pass
    AI named babaohuang/GeminiProChat 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 babaohuang/GeminiProChat solve, and who is the primary audience?
    pass
    AI did not name babaohuang/GeminiProChat — 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?

Embed your GEO score

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MARKDOWN (README)
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babaohuang/GeminiProChat — 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