RRepoGEO

REPOGEO REPORT · LITE

Tencent-Hunyuan/HunyuanOCR

Default branch main · commit 0353c7e9 · scanned 5/18/2026, 3:48:01 AM

GitHub: 1,621 stars · 130 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
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 Tencent-Hunyuan/HunyuanOCR, 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
    Add a descriptive 'About' section description

    Why:

    COPY-PASTE FIX
    HunyuanOCR is an advanced open-source solution for optical character recognition, specializing in complex document parsing, structured information extraction, and text-image machine translation, powered by Tencent's deep learning research.
  • mediumreadme#2
    Add license clarification and homepage link to README

    Why:

    COPY-PASTE FIX
    This project is released under the terms specified in the LICENSE file. For a live demo, visit: https://hunyuan.tencent.com/chat/HunyuanDefault?modelId=HY-OCR-1.0&mid=308&from=vision-zh

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 Tencent-Hunyuan/HunyuanOCR
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Tesseract OCR
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Tesseract OCR · recommended 2×
  2. PaddleOCR · recommended 1×
  3. OCRmyPDF · recommended 1×
  4. Surya · recommended 1×
  5. DocTR · recommended 1×
  • CATEGORY QUERY
    What open-source solutions provide accurate optical character recognition for complex document layouts?
    you: not recommended
    AI recommended (in order):
    1. Tesseract OCR
    2. PaddleOCR
    3. OCRmyPDF
    4. Surya
    5. DocTR

    AI recommended 5 alternatives but never named Tencent-Hunyuan/HunyuanOCR. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a robust library for extracting structured information from various types of document images.
    you: not recommended
    AI recommended (in order):
    1. Google Cloud Document AI
    2. Microsoft Azure Form Recognizer
    3. Amazon Textract
    4. Tesseract OCR
    5. OpenCV
    6. PyMuPDF
    7. pdfminer.six

    AI recommended 7 alternatives but never named Tencent-Hunyuan/HunyuanOCR. 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 Tencent-Hunyuan/HunyuanOCR?
    pass
    AI named Tencent-Hunyuan/HunyuanOCR explicitly

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

  • If a team adopts Tencent-Hunyuan/HunyuanOCR in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Tencent-Hunyuan/HunyuanOCR 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 Tencent-Hunyuan/HunyuanOCR solve, and who is the primary audience?
    pass
    AI did not name Tencent-Hunyuan/HunyuanOCR — 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 Tencent-Hunyuan/HunyuanOCR. 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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MARKDOWN (README)
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Tencent-Hunyuan/HunyuanOCR — 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