RRepoGEO

REPOGEO REPORT · LITE

yangjian102621/geekai

Default branch main · commit 71dc082e · scanned 5/16/2026, 9:11:56 AM

GitHub: 4,638 stars · 1,073 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 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 opening to emphasize "complete, commercial-ready AI platform"

    Why:

    CURRENT
    # 🚀 GeekAI-PLUS：一站式 AI 创意生产力平台

**重新定义 AI 创作体验，让每个人都能成为内容创作大师**
    COPY-PASTE FIX
    # 🚀 GeekAI：一站式开源 AI 创意生产力平台

**GeekAI 是一个开箱即用的全套开源 AI 助手解决方案，自带运营管理后台，专为构建商业级多模型 AI 内容生成平台而设计。它集成了 ChatGPT、Azure、ChatGLM、讯飞星火、文心一言等多个大语言模型，并支持 MidJourney、Stable Diffusion 等 AI 绘画工具。采用 Go + Vue3 + Element Plus 实现，是开发者和企业快速部署 AI 服务的理想选择。**
  • mediumtopics#2
    Add more specific topics for AI platforms and commercial solutions

    Why:

    CURRENT
    azure, chatgpt, dalle3, element-plus, go, midjourney, stable-diffusion
    COPY-PASTE FIX
    azure, chatgpt, dalle3, element-plus, go, midjourney, stable-diffusion, ai-platform, generative-ai, ai-solution, commercial-solution, fullstack, backend, ai-assistant
  • lowreadme#3
    Clarify the relationship between GeekAI and GeekAI-PLUS for developers

    Why:

    CURRENT
    基于 GeekAI 项目开发的高级版，增加了很多高级功能，比如思维导图，Dalle 绘画等。**高级版源码不会一次性开放，只提供镜像给大家免费使用**，源码会逐步逐步按照版同步迁移到社区版（GeekAI）。所以如果大家想要二次开发，请移步去社区版。
    COPY-PASTE FIX
    基于 GeekAI 项目开发的高级版（GeekAI-PLUS）增加了更多高级功能。**本仓库 (GeekAI) 是社区版，提供完整的开源代码供开发者二次开发和私有化部署。** GeekAI-PLUS 的部分高级功能会逐步迁移到社区版。如果您需要二次开发，请直接使用本社区版仓库。

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
Hugging Face Transformers
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Hugging Face Transformers · recommended 1×
  2. FastAPI · recommended 1×
  3. Gradio · recommended 1×
  4. LangChain · recommended 1×
  5. OpenAI API · recommended 1×
  • CATEGORY QUERY
    How to build a complete AI content generation platform with multiple models?
    you: not recommended
    AI recommended (in order):
    1. Hugging Face Transformers
    2. FastAPI
    3. Gradio
    4. LangChain
    5. OpenAI API
    6. Anthropic Claude
    7. Hugging Face Hub
    8. Express.js
    9. React
    10. Vue.js
    11. Google Cloud Vertex AI
    12. Generative AI Studio
    13. Model Garden
    14. Replicate
    15. Angular
    16. PostgreSQL
    17. MongoDB
    18. Redis
    19. Celery
    20. RabbitMQ
    21. Kafka
    22. Docker
    23. Kubernetes
    24. AWS
    25. Google Cloud
    26. Azure

    AI recommended 26 alternatives but never named yangjian102621/geekai. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an open-source Go and Vue solution for a commercial AI assistant platform.
    you: not recommended
    AI recommended (in order):
    1. Gitness (harness/gitness)
    2. Casdoor (casdoor/casdoor)
    3. Chatwoot (chatwoot/chatwoot)
    4. Go-Admin (GoAdminGroup/go-admin)
    5. Caddy (caddyserver/caddy)

    AI recommended 5 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?

Embed your GEO score

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yangjian102621/geekai — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
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yangjian102621/geekai — RepoGEO report