RRepoGEO

REPOGEO REPORT · LITE

aydinnyunus/ai-captcha-bypass

Default branch main · commit 8edfe68d · scanned 5/21/2026, 4:23:13 PM

GitHub: 1,101 stars · 118 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
28 /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
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 aydinnyunus/ai-captcha-bypass, 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 README's opening paragraph to clarify its unique value

    Why:

    CURRENT
    This project is a Python-based command-line tool that uses large multimodal models (LMMs) like OpenAI's GPT-4o and Google's Gemini to automatically solve various types of CAPTCHAs. It leverages Selenium for web browser automation to interact with web pages and solve CAPTCHAs in real-time.
    COPY-PASTE FIX
    This project is an **open-source, self-hosted AI-powered CAPTCHA solver** designed as a flexible alternative to commercial CAPTCHA-solving services. It's a Python-based command-line tool that uses large multimodal models (LMMs) like OpenAI's GPT-4o and Google's Gemini to automatically solve various types of CAPTCHAs, leveraging Selenium for web browser automation to interact with web pages and solve CAPTCHAs in real-time.
  • mediumhomepage#2
    Add the project's blog post as the homepage URL

    Why:

    COPY-PASTE FIX
    https://aydinnyunus.github.io/2025/12/08/ai-captcha-bypass/
  • lowreadme#3
    Clarify the project's license in the README

    Why:

    COPY-PASTE FIX
    ## License
This project uses a custom license. Please refer to the [LICENSE](LICENSE) file for full details.

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 aydinnyunus/ai-captcha-bypass
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
2Captcha
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. 2Captcha · recommended 2×
  2. CapMonster Cloud · recommended 2×
  3. Selenium · recommended 2×
  4. undetected-chromedriver · recommended 2×
  5. OpenCV · recommended 2×
  • CATEGORY QUERY
    How can I automatically solve various CAPTCHA challenges using AI models and browser automation?
    you: not recommended
    AI recommended (in order):
    1. 2Captcha
    2. Anti-Captcha.com
    3. CapMonster Cloud
    4. Puppeteer
    5. puppeteer-extra-plugin-stealth
    6. Selenium
    7. undetected-chromedriver
    8. YOLOv5
    9. ResNet
    10. TensorFlow
    11. PyTorch
    12. OpenCV
    13. Playwright

    AI recommended 13 alternatives but never named aydinnyunus/ai-captcha-bypass. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What Python libraries help bypass web CAPTCHAs for automated testing or data scraping?
    you: not recommended
    AI recommended (in order):
    1. 2Captcha
    2. python-2captcha-client
    3. Anti-Captcha
    4. anticaptcha-client
    5. CapMonster Cloud
    6. capmonstercloud-client
    7. DeathByCaptcha
    8. deathbycaptcha
    9. Selenium
    10. undetected-chromedriver
    11. Playwright
    12. playwright-stealth
    13. OpenCV
    14. Pillow
    15. pytesseract

    AI recommended 15 alternatives but never named aydinnyunus/ai-captcha-bypass. 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 aydinnyunus/ai-captcha-bypass?
    pass
    AI named aydinnyunus/ai-captcha-bypass explicitly

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

  • If a team adopts aydinnyunus/ai-captcha-bypass in production, what risks or prerequisites should they evaluate first?
    pass
    AI named aydinnyunus/ai-captcha-bypass 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 aydinnyunus/ai-captcha-bypass solve, and who is the primary audience?
    pass
    AI did not name aydinnyunus/ai-captcha-bypass — 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?

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aydinnyunus/ai-captcha-bypass — 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