RRepoGEO

REPOGEO REPORT · LITE

TencentARC/BrushEdit

Default branch main · commit 0f415c52 · scanned 6/11/2026, 10:22:59 AM

GitHub: 588 stars · 30 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 TencentARC/BrushEdit, 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 the README's opening to clearly state the project's purpose

    Why:

    CURRENT
    # BrushEdit

> 📢 Please check out our latest DiT-based image customization project IC-Custom, which provides powerful ID-Consistent editing capabilities!

😃 This repository contains the implementation of "BrushEdit: All-In-One Image Inpainting and Editing".
    COPY-PASTE FIX
    # BrushEdit: All-In-One Image Inpainting and Editing

😃 This repository contains the official implementation of our paper "BrushEdit: All-In-One Image Inpainting and Editing". BrushEdit is an advanced, unified AI agent for image inpainting and editing, offering both fully automated and interactive capabilities.

> 📢 Please check out our latest DiT-based image customization project IC-Custom, which provides powerful ID-Consistent editing capabilities!
  • highreadme#2
    Add a dedicated 'License' section to the README

    Why:

    COPY-PASTE FIX
    ## License
This project is released under the terms specified in the LICENSE file. Please note that this project is for research purposes only and is not intended for commercial use.
  • mediumtopics#3
    Expand repository topics to include research-oriented keywords

    Why:

    CURRENT
    diffusion-models, image-editing, image-inpainting
    COPY-PASTE FIX
    diffusion-models, image-editing, image-inpainting, research-project, paper-implementation, computer-vision

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 TencentARC/BrushEdit
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Adobe Photoshop
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Adobe Photoshop · recommended 2×
  2. Affinity Photo · recommended 2×
  3. GNOME/gimp · recommended 1×
  4. Luminar Neo · recommended 1×
  5. photopea/photopea · recommended 1×
  • CATEGORY QUERY
    What AI tools can I use for both image inpainting and comprehensive editing tasks?
    you: not recommended
    AI recommended (in order):
    1. Adobe Photoshop
    2. Affinity Photo
    3. GIMP (GNOME/gimp)
    4. Luminar Neo
    5. Photopea (photopea/photopea)

    AI recommended 5 alternatives but never named TencentARC/BrushEdit. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a unified AI solution for interactive image editing and generative content creation.
    you: not recommended
    AI recommended (in order):
    1. Adobe Firefly
    2. Midjourney
    3. Adobe Photoshop
    4. Affinity Photo
    5. Stable Diffusion
    6. Automatic1111's WebUI
    7. ComfyUI
    8. RunwayML
    9. Leonardo.Ai
    10. Canva

    AI recommended 10 alternatives but never named TencentARC/BrushEdit. 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 TencentARC/BrushEdit?
    pass
    AI named TencentARC/BrushEdit explicitly

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

  • If a team adopts TencentARC/BrushEdit in production, what risks or prerequisites should they evaluate first?
    pass
    AI did not name TencentARC/BrushEdit — 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?

  • In one sentence, what problem does the repo TencentARC/BrushEdit solve, and who is the primary audience?
    pass
    AI named TencentARC/BrushEdit explicitly

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

Embed your GEO score

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TencentARC/BrushEdit — 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