RRepoGEO

REPOGEO REPORT · LITE

QLHazyCoder/codex-oauth-automation-extension

Default branch master · commit 8a900783 · scanned 6/23/2026, 11:31:46 PM

GitHub: 4,921 stars · 1,014 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
22 /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
1 / 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

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

OVERALL DIRECTION
  • highreadme#1
    Clarify the README's opening statement to emphasize its core function

    Why:

    CURRENT
    # FlowPilot

`FlowPilot` 是一个 Chrome 侧边栏扩展，用来批量处理 ChatGPT / OpenAI 账号注册、授权、Plus 支付和平台接入流程。
    COPY-PASTE FIX
    # FlowPilot

`FlowPilot` 是一个专为批量管理 ChatGPT 和 OpenAI 账号而设计的 Chrome 侧边栏扩展，它自动化了账号注册、授权、Plus 支付和平台接入的整个流程。
  • hightopics#2
    Add relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    chrome-extension, openai, chatgpt, account-automation, oauth, payment-automation, registration-automation, ai-platform, bulk-account-management, browser-automation
  • mediumabout#3
    Refine the repository description

    Why:

    CURRENT
    Chrome扩展：支持Codex(自动开通plus账号) / kiro 注册、验证码获取、CPA/sub回调验证与自动恢复
    COPY-PASTE FIX
    Chrome扩展：自动化批量处理 ChatGPT / OpenAI 账号注册、Plus 支付、验证码获取及CPA/sub回调验证与恢复。

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. Playwright · recommended 1×
  3. Selenium · recommended 1×
  4. Stripe Billing · recommended 1×
  5. Paddle · recommended 1×
  • CATEGORY QUERY
    How can I automate bulk account creation and subscription payments for AI platforms?
    you: not recommended
    AI recommended (in order):
    1. Puppeteer
    2. Playwright
    3. Selenium
    4. Stripe Billing
    5. Paddle
    6. Chargebee
    7. BrowserStack Automate
    8. Sauce Labs
    9. 2Captcha
    10. Anti-Captcha.com

    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 to simplify managing multiple AI service registrations and authorizations.
    you: not recommended
    AI recommended (in order):
    1. Auth0
    2. Firebase Authentication
    3. Passport.js
    4. Keycloak
    5. Okta
    6. LastPass
    7. 1Password

    AI recommended 7 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 did not name QLHazyCoder/codex-oauth-automation-extension — 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 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 did not name QLHazyCoder/codex-oauth-automation-extension — 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?

Embed your GEO score

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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