RRepoGEO

REPOGEO REPORT · LITE

QLHazyCoder/codex-oauth-automation-extension

Default branch master · commit ec3c3808 · scanned 5/13/2026, 12:32:36 PM

GitHub: 3,520 stars · 722 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 QLHazyCoder/codex-oauth-automation-extension, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • hightopics#1
    Add specific topics for better categorization

    Why:

    COPY-PASTE FIX
    openai, chatgpt, oauth, automation, chrome-extension, web-automation, account-registration, email-verification, captcha-solver
  • mediumreadme#2
    Enhance the README's introductory sentence

    Why:

    CURRENT
    一个用于批量跑通 ChatGPT OAuth 注册/登录流程的 Chrome 扩展。
    COPY-PASTE FIX
    这是一个专为批量自动化 ChatGPT/OpenAI OAuth 注册与登录流程设计的 Chrome 扩展，支持自动开通plus账号、验证码获取、CPA/sub/cpdex2api回调验证与自动恢复。

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 QLHazyCoder/codex-oauth-automation-extension
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Puppeteer
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Puppeteer · recommended 1×
  2. Selenium WebDriver · recommended 1×
  3. Playwright · recommended 1×
  4. Requests · recommended 1×
  5. BeautifulSoup · recommended 1×
  • CATEGORY QUERY
    Tool to automate OpenAI account registration and login steps, including email verification?
    you: not recommended
    AI recommended (in order):
    1. Puppeteer
    2. Selenium WebDriver
    3. Playwright
    4. Requests
    5. BeautifulSoup
    6. IMAPClient
    7. MailKit
    8. Nodemailer
    9. 2Captcha
    10. Anti-Captcha

    AI recommended 10 alternatives but never named QLHazyCoder/codex-oauth-automation-extension. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Browser extension for automating multi-page web registration flows and handling captchas?
    you: not recommended
    AI recommended (in order):
    1. UI.Vision RPA
    2. iMacros
    3. Puppeteer Recorder
    4. Selenium IDE
    5. Tampermonkey
    6. Greasemonkey

    AI recommended 6 alternatives but never named QLHazyCoder/codex-oauth-automation-extension. 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 QLHazyCoder/codex-oauth-automation-extension?
    pass
    AI named QLHazyCoder/codex-oauth-automation-extension explicitly

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

  • If a team adopts QLHazyCoder/codex-oauth-automation-extension in production, what risks or prerequisites should they evaluate first?
    pass
    AI named QLHazyCoder/codex-oauth-automation-extension 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 QLHazyCoder/codex-oauth-automation-extension solve, and who is the primary audience?
    pass
    AI named QLHazyCoder/codex-oauth-automation-extension 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 QLHazyCoder/codex-oauth-automation-extension. 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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QLHazyCoder/codex-oauth-automation-extension — 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