RRepoGEO

REPOGEO REPORT · LITE

Devo919/Gewechat

Default branch main · commit 1921d4fb · scanned 5/28/2026, 4:08:47 PM

GitHub: 3,454 stars · 680 forks

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 Devo919/Gewechat, 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 specific topics for WeChat bot frameworks

    Why:

    COPY-PASTE FIX
    wechat, wechat-bot, wechat-api, restful-api, automation, bot-framework, chat-bot, personal-wechat
  • highreadme#2
    Clarify project's language agnosticism and core purpose in README

    Why:

    CURRENT
    个人微信开源框架，支持二次开发、任意语言都可接入，Restful API接入。
    COPY-PASTE FIX
    Gewechat 是一个**个人微信开源框架**，提供**Restful API**，支持**任意编程语言**进行**二次开发**，实现微信消息自动化、群管理及AI集成等功能。
  • mediumhomepage#3
    Add a homepage URL

    Why:

    COPY-PASTE FIX
    https://your-project-docs.example.com

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 Devo919/Gewechat
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
botpress/botpress
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. botpress/botpress · recommended 1×
  2. Microsoft Bot Framework · recommended 1×
  3. RasaHQ/rasa · recommended 1×
  4. Dialogflow · recommended 1×
  5. Bot Framework Composer · recommended 1×
  • CATEGORY QUERY
    Looking for a simple social messaging bot framework with RESTful API for automation.
    you: not recommended
    AI recommended (in order):
    1. Botpress (botpress/botpress)
    2. Microsoft Bot Framework
    3. Rasa (RasaHQ/rasa)
    4. Dialogflow
    5. Bot Framework Composer
    6. Wit.ai

    AI recommended 6 alternatives but never named Devo919/Gewechat. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to integrate AI and manage contacts using a personal chat automation framework?
    you: not recommended
    AI recommended (in order):
    1. Zapier
    2. OpenAI
    3. ChatGPT API
    4. Google Contacts
    5. HubSpot CRM
    6. Make
    7. Google AI
    8. Vertex AI
    9. Gemini API
    10. Pipedrive
    11. Salesforce
    12. Microsoft Power Automate
    13. Azure AI Services
    14. Azure OpenAI Service
    15. Language Service
    16. Microsoft Dynamics 365
    17. Outlook Contacts
    18. n8n
    19. Llama 2
    20. Ollama
    21. Airtable
    22. Notion
    23. ActiveCampaign
    24. ManyChat

    AI recommended 24 alternatives but never named Devo919/Gewechat. 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 Devo919/Gewechat?
    pass
    AI did not name Devo919/Gewechat — 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 Devo919/Gewechat in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Devo919/Gewechat 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 Devo919/Gewechat solve, and who is the primary audience?
    pass
    AI named Devo919/Gewechat explicitly

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

Embed your GEO score

Drop this badge into the README of Devo919/Gewechat. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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HTML
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Devo919/Gewechat — 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