RRepoGEO

REPOGEO REPORT · LITE

shfshanyue/wechat-chatgpt

Default branch master · commit c7d486a2 · scanned 6/7/2026, 10:32:00 PM

GitHub: 522 stars · 109 forks

AI VISIBILITY SCORE
23 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 shfshanyue/wechat-chatgpt, 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
    Add prominent deprecation notice to README

    Why:

    CURRENT
    # ChatGPT/Midjourney 微信机器人
    COPY-PASTE FIX
    **此项目已停止维护，不建议用于新项目。**

# ChatGPT/Midjourney 微信机器人
  • hightopics#2
    Add specific topics for AI chatbot integration

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    wechat-bot, chatgpt, midjourney, ai-chatbot, nodejs, wechat, enterprise-wechat, bot
  • highlicense#3
    Add license information to README

    Why:

    COPY-PASTE FIX
    ## License

此项目目前没有明确的开源许可证文件。在没有明确许可的情况下，请勿用于商业用途。如需使用，请联系作者。

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 shfshanyue/wechat-chatgpt
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
WeChat Official Account Platform
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. WeChat Official Account Platform · recommended 1×
  2. WeChat Mini Program · recommended 1×
  3. Tencent Cloud · recommended 1×
  4. ManyChat · recommended 1×
  5. Botpress · recommended 1×
  • CATEGORY QUERY
    How can I integrate an AI chatbot with WeChat for personal and group use?
    you: not recommended
    AI recommended (in order):
    1. WeChat Official Account Platform
    2. WeChat Mini Program
    3. Tencent Cloud
    4. ManyChat
    5. Botpress
    6. Rasa

    AI recommended 6 alternatives but never named shfshanyue/wechat-chatgpt. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help build a customizable AI bot for messaging with image generation capabilities?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. Google Cloud Vertex AI
    3. Hugging Face Transformers (huggingface/transformers)
    4. Diffusers (huggingface/diffusers)
    5. Gradio (gradio-app/gradio)
    6. Microsoft Azure AI
    7. LangChain (langchain-ai/langchain)
    8. Cohere
    9. Midjourney API
    10. Leonardo.ai
    11. Stability AI
    12. Replicate

    AI recommended 12 alternatives but never named shfshanyue/wechat-chatgpt. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    fail

    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 shfshanyue/wechat-chatgpt?
    pass
    AI did not name shfshanyue/wechat-chatgpt — 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 shfshanyue/wechat-chatgpt in production, what risks or prerequisites should they evaluate first?
    pass
    AI named shfshanyue/wechat-chatgpt 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 shfshanyue/wechat-chatgpt solve, and who is the primary audience?
    pass
    AI named shfshanyue/wechat-chatgpt 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 shfshanyue/wechat-chatgpt. 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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shfshanyue/wechat-chatgpt — 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