RRepoGEO

REPOGEO REPORT · LITE

Eric-Guo/wechat

Default branch main · commit 96f2041e · scanned 5/19/2026, 6:57:23 AM

GitHub: 1,339 stars · 367 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)

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

AI VISIBILITY SCORE
87 /100
Healthy
Category recall
2 / 2
Avg rank #1.0 when recommended
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 Eric-Guo/wechat, 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 explicitly state Ruby/Rails and official API

    Why:

    CURRENT
    WeChat gem helps Rails developers integrate WeChat Official Accounts Platform or Wechat mini program easily, including features:
    COPY-PASTE FIX
    This is the `wechat` Ruby gem, designed for Rails developers to easily integrate with the official WeChat Official Accounts Platform and WeChat Mini Programs, providing robust API access and message handling.
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://rubygems.org/gems/wechat
  • lowtopics#3
    Add 'ruby' and 'rails' to repository topics

    Why:

    CURRENT
    wechat, wechat-framework, wechat-oauth, wechat-sdk
    COPY-PASTE FIX
    wechat, wechat-framework, wechat-oauth, wechat-sdk, ruby, rails

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
2 / 2
100% of queries surface Eric-Guo/wechat
Avg rank
#1.0
Lower is better. #1 = top recommendation.
Share of voice
15%
Of all named tools, what % are you?
Top rival
Eric-Guo/wechat-pay
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Eric-Guo/wechat-pay · recommended 1×
  2. xingxing/qq_connect · recommended 1×
  3. huacnlee/omniauth-weibo-oauth2 · recommended 1×
  4. huacnlee/weibo_2 · recommended 1×
  5. chloerei/alipay · recommended 1×
  • CATEGORY QUERY
    What Ruby on Rails gems help integrate with a popular Chinese social messaging service?
    you: #1
    AI recommended (in order):
    1. wechat (Eric-Guo/wechat) ← you
    2. wechat-pay (Eric-Guo/wechat-pay)
    3. qq_connect (xingxing/qq_connect)
    4. omniauth-weibo-oauth2 (huacnlee/omniauth-weibo-oauth2)
    5. weibo_2 (huacnlee/weibo_2)
    6. alipay (chloerei/alipay)
    Show full AI answer
  • CATEGORY QUERY
    Seeking a Ruby API client for a Chinese super app's messaging and authentication features.
    you: #1
    AI recommended (in order):
    1. WeChat ← you
    2. WeChat Gem (wechat)
    3. WeChat Pay Gem (wechat-pay)
    4. WeChat Mini Program Gem (wechat-mini_program)
    5. OmniAuth WeChat (omniauth-wechat)
    6. Alipay
    7. Alipay Gem (alipay)
    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 Eric-Guo/wechat?
    pass
    AI named Eric-Guo/wechat explicitly

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

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

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

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Eric-Guo/wechat — 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