RRepoGEO

REPOGEO REPORT · LITE

yangjian102621/geekai

Default branch main · commit 64832a2a · scanned 6/27/2026, 4:36:58 AM

GitHub: 4,666 stars · 1,074 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)

3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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 yangjian102621/geekai, 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 clearly state it's a full-stack web platform

    Why:

    CURRENT
    **GeekAI** 基于 AI 大语言模型 API 实现的 AI 助手全套开源解决方案，自带运营管理后台，开箱即用。
    COPY-PASTE FIX
    **GeekAI** 是一个基于 AI 大语言模型 API 实现的**全栈开源 AI 助手平台**，自带运营管理后台，开箱即用。它提供了一个完整的、可直接部署的解决方案，集成了多种大语言模型和AI绘画功能。
  • hightopics#2
    Add platform and solution-oriented topics

    Why:

    CURRENT
    azure, chatgpt, dalle3, element-plus, go, midjourney, stable-diffusion
    COPY-PASTE FIX
    ai-platform, ai-solution, full-stack, admin-panel, llm-platform, azure, chatgpt, dalle3, element-plus, go, midjourney, stable-diffusion
  • mediumreadme#3
    Add a 'Why GeekAI?' section to clarify its value proposition as a complete platform

    Why:

    COPY-PASTE FIX
    ## 为什么选择 GeekAI？
GeekAI 提供了一个完整的、开箱即用的 AI 助手平台，无需从零开始集成各种模型和构建管理后台。它专为希望快速部署和运营自己的 AI 应用的开发者和企业设计，省去了复杂的开发和集成工作，让您专注于业务本身。

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 yangjian102621/geekai
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI API
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI API · recommended 2×
  2. LangChain · recommended 1×
  3. LlamaIndex · recommended 1×
  4. FastAPI · recommended 1×
  5. Next.js · recommended 1×
  • CATEGORY QUERY
    How to build a full-featured AI assistant platform with multiple LLM integrations and an admin panel?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. FastAPI
    4. Next.js
    5. Chakra UI
    6. Material UI
    7. Spring Boot
    8. React
    9. OpenAI API
    10. Anthropic API
    11. Django
    12. Ruby on Rails
    13. Hotwire
    14. NestJS
    15. Angular
    16. React Admin
    17. Django Admin

    AI recommended 17 alternatives but never named yangjian102621/geekai. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an open-source AI platform integrating diverse language models and image generation with payment features.
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. Hugging Face Transformers (huggingface/transformers)
    3. LocalAI (go-skynet/LocalAI)
    4. InvokeAI (invoke-ai/InvokeAI)
    5. LangChain (langchain-ai/langchain)
    6. LlamaIndex (run-llama/llama_index)

    AI recommended 6 alternatives but never named yangjian102621/geekai. 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 yangjian102621/geekai?
    pass
    AI named yangjian102621/geekai explicitly

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

  • If a team adopts yangjian102621/geekai in production, what risks or prerequisites should they evaluate first?
    pass
    AI named yangjian102621/geekai 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 yangjian102621/geekai solve, and who is the primary audience?
    pass
    AI named yangjian102621/geekai explicitly

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

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yangjian102621/geekai — 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