RRepoGEO

REPOGEO REPORT · LITE

shenhao-stu/ohmycaptcha

Default branch main · commit 0b543d54 · scanned 6/11/2026, 2:27:04 AM

GitHub: 758 stars · 237 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
40 /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
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 shenhao-stu/ohmycaptcha, 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 core function and differentiate from captcha generation in README

    Why:

    CURRENT
    OhMyCaptcha is a self-hosted captcha-solving service exposing a YesCaptcha-style async API with 19 supported task types. Designed as a third-party captcha solver for flow2api and systems that expect `createTask` / `getTaskResult` semantics.
    COPY-PASTE FIX
    OhMyCaptcha is a self-hosted **captcha-solving service**, *not* a captcha generation library. It provides a YesCaptcha-style async API with 19 supported task types, designed as a third-party captcha solver for `flow2api` and similar systems that expect `createTask` / `getTaskResult` semantics.
  • highreadme#2
    Add explicit problem/solution statement for key queries in README

    Why:

    COPY-PASTE FIX
    Add this sentence immediately after the first paragraph of the 'What Is This?' section: '**It's your go-to solution for automatically bypassing reCAPTCHA v2/v3, hCaptcha, and Cloudflare Turnstile challenges, leveraging multimodal AI models via an OpenAI-compatible API.**'
  • mediumtopics#3
    Refine topics for better query matching

    Why:

    CURRENT
    captcha, fastapi, multimodal, openai-compatible, playwright, recaptcha, self-hosted, vision-models, yescaptcha-compatible
    COPY-PASTE FIX
    captcha, fastapi, multimodal, openai-compatible, playwright, recaptcha, self-hosted, vision-models, yescaptcha-compatible, captcha-solver, captcha-bypass, hcaptcha-solver, recaptcha-solver, automated-captcha-solving, captcha-api

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 shenhao-stu/ohmycaptcha
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
2Captcha-Solver
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. 2Captcha-Solver · recommended 1×
  2. Buster: Captcha Solver for Humans · recommended 1×
  3. Mozilla DeepSpeech · recommended 1×
  4. Google Cloud Speech-to-Text API · recommended 1×
  5. captcha_solver · recommended 1×
  • CATEGORY QUERY
    How to implement a self-hosted solution for automatically solving reCAPTCHA and hCaptcha challenges?
    you: not recommended
    AI recommended (in order):
    1. 2Captcha-Solver
    2. Buster: Captcha Solver for Humans
    3. Mozilla DeepSpeech
    4. Google Cloud Speech-to-Text API
    5. captcha_solver
    6. OpenCV
    7. Tesseract OCR
    8. TensorFlow
    9. Keras
    10. PyTorch
    11. Puppeteer
    12. Selenium
    13. 2Captcha
    14. Anti-Captcha
    15. CapMonster

    AI recommended 15 alternatives but never named shenhao-stu/ohmycaptcha. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a local captcha bypass service leveraging multimodal AI models via an OpenAI-compatible API.
    you: not recommended
    AI recommended (in order):
    1. OpenAI's GPT-4o
    2. Llama 3
    3. LLaVA (haotian-liu/LLaVA)
    4. Fuyu-8B
    5. BakLLaVA
    6. Ollama (ollama/ollama)
    7. LocalAI (go-skynet/LocalAI)
    8. Microsoft Phi-3-Vision
    9. FastAPI (tiangolo/fastapi)
    10. Flask (pallets/flask)
    11. Hugging Face Transformers (huggingface/transformers)
    12. PyTorch (pytorch/pytorch)
    13. TensorFlow (tensorflow/tensorflow)
    14. PaddleOCR (PaddlePaddle/PaddleOCR)
    15. Tesseract (tesseract-ocr/tesseract)

    AI recommended 15 alternatives but never named shenhao-stu/ohmycaptcha. 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 shenhao-stu/ohmycaptcha?
    pass
    AI named shenhao-stu/ohmycaptcha explicitly

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

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

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

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shenhao-stu/ohmycaptcha — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite
shenhao-stu/ohmycaptcha — RepoGEO report