RRepoGEO

REPOGEO REPORT · LITE

zc-zhangchen/any-auto-register

Default branch main · commit b6108658 · scanned 5/29/2026, 3:57:51 AM

GitHub: 3,443 stars · 1,197 forks

AI VISIBILITY SCORE
23 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 zc-zhangchen/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
  • highabout#1
    Add a concise repository description

    Why:

    COPY-PASTE FIX
    A multi-platform account auto-registration and management system with Web UI, plugin support, batch operations, and local Turnstile Solver.
  • hightopics#2
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    ["account-registration", "multi-platform", "automation", "web-automation", "captcha-solver", "proxy-management", "batch-processing", "web-ui", "plugin-architecture"]
  • highlicense#3
    Add a LICENSE file to the repository

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root, choosing an appropriate open-source license (e.g., MIT, Apache-2.0, GPL-3.0) that aligns with the project's intent.

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 zc-zhangchen/any-auto-register
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
puppeteer/puppeteer
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. puppeteer/puppeteer · recommended 1×
  2. SeleniumHQ/selenium · recommended 1×
  3. microsoft/playwright · recommended 1×
  4. BrowserStack Automate · recommended 1×
  5. Sauce Labs · recommended 1×
  • CATEGORY QUERY
    Need a system to automate batch registration and management for various online accounts.
    you: not recommended
    AI recommended (in order):
    1. Puppeteer (puppeteer/puppeteer)
    2. Selenium (SeleniumHQ/selenium)
    3. Playwright (microsoft/playwright)
    4. BrowserStack Automate
    5. Sauce Labs
    6. UiPath
    7. Automation Anywhere
    8. Requests (psf/requests)
    9. BeautifulSoup (crummy/BeautifulSoup4)
    10. Scrapy (scrapy/scrapy)

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

    Show full AI answer
  • CATEGORY QUERY
    What tools help automate web account sign-ups, including captcha solving and proxy management?
    you: not recommended
    AI recommended (in order):
    1. Puppeteer
    2. Selenium WebDriver
    3. Playwright
    4. 2Captcha
    5. Anti-Captcha
    6. CapMonster Cloud
    7. Bright Data
    8. Oxylabs
    9. Smartproxy
    10. ProxyMesh

    AI recommended 10 alternatives but never named zc-zhangchen/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
    fail

    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 zc-zhangchen/any-auto-register?
    pass
    AI named zc-zhangchen/any-auto-register explicitly

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

  • If a team adopts zc-zhangchen/any-auto-register in production, what risks or prerequisites should they evaluate first?
    pass
    AI named zc-zhangchen/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 zc-zhangchen/any-auto-register solve, and who is the primary audience?
    pass
    AI did not name zc-zhangchen/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?

Embed your GEO score

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zc-zhangchen/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