RRepoGEO

REPOGEO REPORT · LITE

lxf746/any-auto-register

Default branch main · commit 2d2cc09e · scanned 5/18/2026, 4:37:09 PM

GitHub: 2,258 stars · 814 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
33 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 warn · 0 fail
Objective metadata checks
AI knows your name
2 / 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 lxf746/any-auto-register, 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 the core value proposition in the README's opening

    Why:

    CURRENT
    # Any Auto Register
    
    <p align="center">
      <b>中文</b> |
      <a href="README_en.md">English</a> |
    COPY-PASTE FIX
    # Any Auto Register
    
    **Automate account registration and management for ChatGPT, Cursor, Kiro, Grok, Windsurf, Trae, and 13+ other AI platforms. Features protocol/browser dual-mode and a one-click desktop app for Mac/Windows.**
    
    <p align="center">
      <b>中文</b> |
      <a href="README_en.md">English</a> |
  • mediumabout#2
    Refine the 'About' description to emphasize 'user accounts'

    Why:

    CURRENT
    Auto-register & manage accounts for ChatGPT, Cursor, Kiro, Grok, Windsurf, Trae & 13+ AI platforms · Protocol/browser dual-mode · Plugin-based · One-click Mac/Windows desktop app
    COPY-PASTE FIX
    Automate the creation and lifecycle management of *user accounts* for ChatGPT, Cursor, Kiro, Grok, Windsurf, Trae, and 13+ other AI platforms. Features protocol/browser dual-mode, plugin extensibility, and a one-click desktop app for Mac/Windows.
  • mediumreadme#3
    Add a 'Comparison' section to differentiate from generic tools

    Why:

    COPY-PASTE FIX
    ## Why Any Auto Register? (Compared to generic tools)
    
    Unlike general web automation frameworks (e.g., Selenium, Playwright) or password managers (e.g., LastPass), Any Auto Register is specifically designed for the *automated creation and management of user accounts* across a curated list of popular AI platforms. It provides built-in solutions for CAPTCHA solving, proxy management, and email/SMS verification, tailored for the unique challenges of AI service registrations, rather than requiring you to build these components from scratch.

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 lxf746/any-auto-register
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Playwright
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Playwright · recommended 2×
  2. Selenium WebDriver · recommended 1×
  3. Puppeteer · recommended 1×
  4. requests library · recommended 1×
  5. Zapier · recommended 1×
  • CATEGORY QUERY
    How to automate account registration and management across various AI platforms?
    you: not recommended
    AI recommended (in order):
    1. Selenium WebDriver
    2. Puppeteer
    3. Playwright
    4. requests library
    5. Zapier
    6. Make
    7. Terraform

    AI recommended 7 alternatives but never named lxf746/any-auto-register. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool to manage and auto-register accounts for multiple online services from a desktop app?
    you: not recommended
    AI recommended (in order):
    1. LastPass
    2. 1Password
    3. Bitwarden
    4. RoboForm
    5. Selenium IDE
    6. Playwright
    7. KeePassXC
    8. KeePassXC-Browser
    9. Chrome Autofill
    10. Firefox Autofill

    AI recommended 10 alternatives but never named lxf746/any-auto-register. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • 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 lxf746/any-auto-register?
    pass
    AI did not name lxf746/any-auto-register — 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 lxf746/any-auto-register in production, what risks or prerequisites should they evaluate first?
    pass
    AI named lxf746/any-auto-register 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 lxf746/any-auto-register solve, and who is the primary audience?
    pass
    AI named lxf746/any-auto-register explicitly

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

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lxf746/any-auto-register — 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