RRepoGEO

REPOGEO REPORT · LITE

sml2h3/ddddocr-fastapi

Default branch main · commit a40a6b96 · scanned 5/14/2026, 9:47:23 PM

GitHub: 1,108 stars · 492 forks

AI VISIBILITY SCORE
22 /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
1 / 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 sml2h3/ddddocr-fastapi, 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 README H1 and opening paragraph to clarify project scope

    Why:

    CURRENT
    # 🚀 DdddOcr API

> 基于 FastAPI 和 DdddOcr 的高性能 OCR API 服务，提供图像文字识别、滑动验证码匹配和目标检测功能。
>
> 自营各类GPT聚合平台
    COPY-PASTE FIX
    # 🚀 DdddOcr FastAPI API - Self-Hostable Captcha & Image OCR Service

> 基于 FastAPI 和 DdddOcr 的高性能开源 OCR API 服务，专注于图像文字识别、滑动验证码匹配和目标检测功能，支持 Docker 部署。
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with the text of your chosen open-source license (e.g., MIT, Apache-2.0, GPL-3.0).
  • mediumtopics#3
    Expand repository topics to improve category visibility

    Why:

    CURRENT
    captcha, ddddocr
    COPY-PASTE FIX
    captcha, ddddocr, fastapi, docker, ocr-api, python, image-recognition, self-hosted

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 sml2h3/ddddocr-fastapi
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
2Captcha
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. 2Captcha · recommended 1×
  2. Anti-Captcha · recommended 1×
  3. CapMonster Cloud · recommended 1×
  4. DeathByCaptcha · recommended 1×
  5. BypassCaptcha · recommended 1×
  • CATEGORY QUERY
    How can I integrate an API for automated captcha image recognition into my service?
    you: not recommended
    AI recommended (in order):
    1. 2Captcha
    2. Anti-Captcha
    3. CapMonster Cloud
    4. DeathByCaptcha
    5. BypassCaptcha
    6. AZCaptcha

    AI recommended 6 alternatives but never named sml2h3/ddddocr-fastapi. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a Python-based OCR solution deployable as a Dockerized API service.
    you: not recommended
    AI recommended (in order):
    1. Tesseract (tesseract-ocr/tesseract)
    2. PaddleOCR (PaddlePaddle/PaddleOCR)
    3. EasyOCR (JaidedAI/EasyOCR)
    4. Google Cloud Vision API (googleapis/python-vision)
    5. Amazon Textract (boto/boto3)

    AI recommended 5 alternatives but never named sml2h3/ddddocr-fastapi. 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 sml2h3/ddddocr-fastapi?
    pass
    AI did not name sml2h3/ddddocr-fastapi — 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 sml2h3/ddddocr-fastapi in production, what risks or prerequisites should they evaluate first?
    pass
    AI named sml2h3/ddddocr-fastapi 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 sml2h3/ddddocr-fastapi solve, and who is the primary audience?
    pass
    AI did not name sml2h3/ddddocr-fastapi — 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

Drop this badge into the README of sml2h3/ddddocr-fastapi. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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sml2h3/ddddocr-fastapi — 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