RRepoGEO

REPOGEO REPORT · LITE

yqchilde/wxbot

Default branch hook · commit de1c0900 · scanned 5/30/2026, 6:36:56 PM

GitHub: 660 stars · 127 forks

AI VISIBILITY SCORE
35 /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
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 yqchilde/wxbot, 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 H1 to specify core function

    Why:

    CURRENT
    # WxBot
    COPY-PASTE FIX
    # WxBot: A Go-based Personal WeChat Bot with AI Chat & Automation
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    Add the project's official homepage URL (e.g., a dedicated website, documentation, or a prominent video/blog post if no site exists) to the repository's "About" section.
  • mediumtopics#3
    Add more specific topics to highlight combined functionality

    Why:

    CURRENT
    chatgpt, go, golang, gpt-35-turbo, openai, wechat, wechat-bot, wxbot
    COPY-PASTE FIX
    chatgpt, go, golang, gpt-35-turbo, openai, wechat, wechat-bot, wxbot, wechat-automation, ai-chatbot, personal-assistant

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 yqchilde/wxbot
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
wechaty/wechaty
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. wechaty/wechaty · recommended 1×
  2. OpenAI API · recommended 1×
  3. langchain-ai/langchain · recommended 1×
  4. huggingface/transformers · recommended 1×
  5. Google Gemini API · recommended 1×
  • CATEGORY QUERY
    How can I build a personal WeChat bot with AI chat capabilities?
    you: not recommended
    AI recommended (in order):
    1. WeChaty (wechaty/wechaty)
    2. OpenAI API
    3. LangChain (langchain-ai/langchain)
    4. Hugging Face Transformers (huggingface/transformers)
    5. Google Gemini API
    6. Node.js (nodejs/node)
    7. Python (python/cpython)

    AI recommended 7 alternatives but never named yqchilde/wxbot. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What Go tools exist for automating WeChat messages and scheduling tasks?
    you: not recommended
    AI recommended (in order):
    1. wechaty/go-wechaty (wechaty/go-wechaty)
    2. PadLocal
    3. robfig/cron (robfig/cron)
    4. go-co-op/gocron (go-co-op/gocron)
    5. gin-gonic/gin (gin-gonic/gin)
    6. golang.org/x/net/html (golang.org/x/net/html)
    7. PuerkitoBio/goquery (PuerkitoBio/goquery)

    AI recommended 7 alternatives but never named yqchilde/wxbot. 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 yqchilde/wxbot?
    pass
    AI named yqchilde/wxbot explicitly

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

  • If a team adopts yqchilde/wxbot in production, what risks or prerequisites should they evaluate first?
    pass
    AI named yqchilde/wxbot 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 yqchilde/wxbot solve, and who is the primary audience?
    pass
    AI named yqchilde/wxbot 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 yqchilde/wxbot. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/yqchilde/wxbot.svg)](https://repogeo.com/en/r/yqchilde/wxbot)
HTML
<a href="https://repogeo.com/en/r/yqchilde/wxbot"><img src="https://repogeo.com/badge/yqchilde/wxbot.svg" alt="RepoGEO" /></a>
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yqchilde/wxbot — 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