RRepoGEO

REPOGEO REPORT · LITE

tiantianGPU/reg-factory

Default branch main · commit b6c858b6 · scanned 6/16/2026, 12:08:25 PM

GitHub: 833 stars · 404 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 tiantianGPU/reg-factory, 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
  • highabout#1
    Update the repository's About description

    Why:

    CURRENT
    谷歌邮箱注册
    COPY-PASTE FIX
    全自动注册 Outlook/Gmail 邮箱，并批量注册/授权 ChatGPT, Grok, Claude, Gemini, GitHub, Google One 等平台账号。支持指纹隔离、节点切换、接码/打码平台。
  • highlicense#2
    Add a LICENSE file or clarify licensing in README

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with your chosen open-source license (e.g., MIT, Apache-2.0, GPL-3.0). Alternatively, add a section to the README explicitly stating the project's license terms.

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 tiantianGPU/reg-factory
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. Puppeteer · recommended 2×
  3. Selenium WebDriver · recommended 1×
  4. pyautogui · recommended 1×
  5. 2Captcha · recommended 1×
  • CATEGORY QUERY
    How can I programmatically create multiple online service accounts while bypassing common anti-bot measures?
    you: not recommended
    AI recommended (in order):
    1. Playwright
    2. Puppeteer
    3. Selenium WebDriver
    4. pyautogui
    5. 2Captcha
    6. Anti-Captcha
    7. CapMonster
    8. Bright Data
    9. Oxylabs
    10. Smartproxy
    11. GoLogin
    12. Multilogin
    13. Incogniton
    14. Twilio
    15. Mailinator
    16. Temp-Mail

    AI recommended 16 alternatives but never named tiantianGPU/reg-factory. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool to automate creating email accounts and registering for various online platforms?
    you: not recommended
    AI recommended (in order):
    1. Puppeteer
    2. Selenium
    3. Playwright
    4. UiPath
    5. Automation Anywhere
    6. imaplib
    7. poplib
    8. node-imap

    AI recommended 8 alternatives but never named tiantianGPU/reg-factory. 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 tiantianGPU/reg-factory?
    pass
    AI named tiantianGPU/reg-factory explicitly

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

  • If a team adopts tiantianGPU/reg-factory in production, what risks or prerequisites should they evaluate first?
    pass
    AI named tiantianGPU/reg-factory 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 tiantianGPU/reg-factory solve, and who is the primary audience?
    pass
    AI named tiantianGPU/reg-factory explicitly

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

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tiantianGPU/reg-factory — 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