RRepoGEO

REPOGEO REPORT · LITE

Tencent-Hunyuan/HunyuanOCR

Default branch main · commit 93cb61a2 · scanned 6/29/2026, 9:23:18 AM

GitHub: 1,664 stars · 129 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
30 /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
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 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

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highabout#1
    Add a concise project description

    Why:

    COPY-PASTE FIX
    HunyuanOCR provides robust, multi-language OCR, specializing in complex real-world scenarios like chart parsing (ChartArena) and ancient text recognition (Chronicles-OCR), alongside document parsing and text-image machine translation.
  • hightopics#2
    Add relevant topics to improve discoverability

    Why:

    COPY-PASTE FIX
    ocr, text-recognition, chart-parsing, ancient-text, historical-documents, document-parsing, machine-translation, deep-learning, computer-vision, tencent
  • highreadme#3
    Add a clear introductory sentence under the H1

    Why:

    COPY-PASTE FIX
    Under the H1, add: "HunyuanOCR is Tencent's state-of-the-art Optical Character Recognition (OCR) solution, offering robust multi-language text extraction with specialized capabilities for challenging scenarios such as chart parsing and ancient document analysis."

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. Google Cloud Vision AI · recommended 1×
  3. Amazon Textract · recommended 1×
  4. Microsoft Azure Cognitive Services (Computer Vision API) · recommended 1×
  5. ABBYY FineReader Engine · recommended 1×
  • CATEGORY QUERY
    Which OCR libraries offer robust text extraction from diverse document types, including charts?
    you: not recommended
    AI recommended (in order):
    1. Google Cloud Vision AI
    2. Amazon Textract
    3. Microsoft Azure Cognitive Services (Computer Vision API)
    4. Tesseract OCR
    5. ABBYY FineReader Engine
    6. Kofax OmniPage Capture SDK

    AI recommended 6 alternatives but never named Tencent-Hunyuan/HunyuanOCR. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an open-source OCR solution to accurately recognize ancient or historical text.
    you: not recommended
    AI recommended (in order):
    1. Tesseract OCR
    2. OCR-D
    3. Calamari OCR
    4. Kraken
    5. Ocropy

    AI recommended 5 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 named Tencent-Hunyuan/HunyuanOCR explicitly

    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