RRepoGEO

REPOGEO REPORT · LITE

bytedance/Dolphin

Default branch master · commit befa5dad · scanned 5/24/2026, 11:47:33 PM

GitHub: 9,002 stars · 765 forks

AI VISIBILITY SCORE
35 /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
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 bytedance/Dolphin, 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
    Emphasize the project's core identity immediately after the main title

    Why:

    CURRENT
    Dolphin-v2 is an enhanced universal document parsing model that substantially improves upon the original Dolphin.
    COPY-PASTE FIX
    # Dolphin: Document Image Parsing via Heterogeneous Anchor Prompting

**Dolphin-v2 is an advanced open-source model for universal document image parsing and layout analysis.** It seamlessly handles any document type—whether digital-born or photographed—through a document-type-aware two-stage architecture with scalable anchor prompting.
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://huggingface.co/ByteDance/Dolphin-v2
  • lowlicense#3
    Clarify the existing license in the README

    Why:

    COPY-PASTE FIX
    ## License
This project is licensed under the MIT License. For full details, please refer to the [LICENSE file](LICENSE).

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 bytedance/Dolphin
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
madmaze/pytesseract
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. madmaze/pytesseract · recommended 1×
  2. googleapis/python-vision · recommended 1×
  3. Azure/azure-sdk-for-python · recommended 1×
  4. boto/boto3 · recommended 1×
  5. PaddlePaddle/PaddleOCR · recommended 1×
  • CATEGORY QUERY
    Need a Python library for universal document parsing and OCR on digital and photographed documents.
    you: not recommended
    AI recommended (in order):
    1. Tesseract OCR (madmaze/pytesseract)
    2. Google Cloud Vision API (googleapis/python-vision)
    3. Azure AI Vision (Azure/azure-sdk-for-python)
    4. Amazon Textract (boto/boto3)
    5. PaddleOCR (PaddlePaddle/PaddleOCR)
    6. EasyOCR (JaidedAI/EasyOCR)

    AI recommended 6 alternatives but never named bytedance/Dolphin. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best open-source models for advanced document layout analysis and structured data extraction?
    you: not recommended
    AI recommended (in order):
    1. LayoutLMv3
    2. Donut
    3. PaddleOCR
    4. DocFormer
    5. DeepDoctection
    6. Table Transformer (TableTr)

    AI recommended 6 alternatives but never named bytedance/Dolphin. 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 bytedance/Dolphin?
    pass
    AI named bytedance/Dolphin explicitly

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

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

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

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bytedance/Dolphin — 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