RRepoGEO

REPOGEO REPORT · LITE

SkyworkAI/UniPic

Default branch main · commit 098cff3d · scanned 6/5/2026, 7:58:12 AM

GitHub: 868 stars · 43 forks

AI VISIBILITY SCORE
33 /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
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 SkyworkAI/UniPic, 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
    Clarify `about` description to emphasize "generative AI model"

    Why:

    CURRENT
    Open-source SOTA multi-image editing model
    COPY-PASTE FIX
    Skywork-UniPic: A state-of-the-art open-source generative AI model for unified multi-image editing, generation, and understanding.
  • highreadme#2
    Reposition README opening to highlight direct model application

    Why:

    CURRENT
    Welcome to the **Skywork-UniPic** repository! This repository hosts the **model weights** and **official implementations** of unipic unified multimodal series, featuring three distinct modeling paradigms:
    COPY-PASTE FIX
    Welcome to the **Skywork-UniPic** repository, home to our state-of-the-art unified multimodal model for image editing, generation, and understanding. This repository provides the **model weights** and **official implementations** for direct application in tasks like single and multi-image editing, multi-image composition, and text-to-image generation.
  • mediumreadme#3
    Add a "Comparison to Alternatives" section in README

    Why:

    COPY-PASTE FIX
    ## 💡 Comparison to Alternatives

UniPic differentiates itself from models like Stable Diffusion and ControlNet by offering a unified framework for single and multi-image editing, generation, and understanding. Key advantages include support for 1–6 input images with flexible resolutions, and significantly faster 8-step inference with 12.5× speedup via CM + DMD distillation, making it highly efficient for complex multimodal tasks.

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 SkyworkAI/UniPic
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Stable Diffusion
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Stable Diffusion · recommended 1×
  2. ControlNet · recommended 1×
  3. InstructPix2Pix · recommended 1×
  4. GLIDE · recommended 1×
  5. DeepFill v2 · recommended 1×
  • CATEGORY QUERY
    What open-source models can unify multi-image editing and generation tasks efficiently?
    you: not recommended
    AI recommended (in order):
    1. Stable Diffusion
    2. ControlNet
    3. InstructPix2Pix
    4. GLIDE
    5. DeepFill v2
    6. StyleGAN

    AI recommended 6 alternatives but never named SkyworkAI/UniPic. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a fast open-source model for editing and composing multiple images with high quality.
    you: not recommended
    AI recommended (in order):
    1. GIMP
    2. Krita
    3. Darktable
    4. ImageMagick / GraphicsMagick
    5. Inkscape

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

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

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SkyworkAI/UniPic — 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