RRepoGEO

REPOGEO REPORT · LITE

Eric-Guo/wechat

Default branch main · commit 9454373c · scanned 6/30/2026, 2:31:56 PM

GitHub: 1,345 stars · 366 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
69 /100
Needs work
Category recall
1 / 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 clarify Rails gem purpose

    Why:

    CURRENT
    Wechat is a Chinese multi-purpose messaging, social media and mobile payment app developed by Tencent. It was first released in 2011, and by 2018 it was one of the world's largest standalone mobile apps by monthly active users, with over 1 billion monthly active users (902 million daily active users). (According to wiki)

WeChat gem helps Rails developers integrate WeChat Official Accounts Platform or Wechat mini program easily, including features:
    COPY-PASTE FIX
    WeChat is a Ruby gem that helps Rails developers easily integrate with the WeChat Official Accounts Platform and WeChat Mini Programs. It provides comprehensive API, command, and message handling for the popular Chinese messaging, social media, and mobile payment app developed by Tencent. Features include:
  • mediumtopics#2
    Add specific Ruby/Rails topics

    Why:

    CURRENT
    wechat, wechat-framework, wechat-oauth, wechat-sdk
    COPY-PASTE FIX
    wechat, wechat-framework, wechat-oauth, wechat-sdk, ruby, rails, ruby-gem, api-integration
  • lowhomepage#3
    Add a homepage URL to the About section

    Why:

    COPY-PASTE FIX
    https://rubygems.org/gems/wechat

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
1 / 2
50% of queries surface Eric-Guo/wechat
Avg rank
#1.0
Lower is better. #1 = top recommendation.
Share of voice
12%
Of all named tools, what % are you?
Top rival
QQ
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. QQ · recommended 1×
  2. Douyin · recommended 1×
  3. Eric-Guo/wechat-rails · recommended 1×
  4. Eric-Guo/wechat_pay · recommended 1×
  5. omniauth/omniauth-qq · recommended 1×
  • CATEGORY QUERY
    What's the best way to integrate a popular Chinese messaging platform API into a Rails application?
    you: #1
    AI recommended (in order):
    1. WeChat ← you
    2. QQ
    3. Douyin
    4. wechat (Eric-Guo/wechat) ← you
    5. wechat-rails (Eric-Guo/wechat-rails)
    6. wechat_pay (Eric-Guo/wechat_pay)
    7. omniauth-qq (omniauth/omniauth-qq)
    Show full AI answer
  • CATEGORY QUERY
    Ruby library for handling incoming messages and OAuth authentication from a Chinese social platform.
    you: not recommended
    AI recommended (in order):
    1. wechat-ruby
    2. wechat-rails
    3. weibo_oauth2
    4. omniauth-oauth2
    5. omniauth-wechat-oauth2
    6. omniauth-weibo-oauth2
    7. faraday
    8. httparty
    9. json
    10. nokogiri

    AI recommended 10 alternatives but never named Eric-Guo/wechat. 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 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