RRepoGEO

REPOGEO REPORT · LITE

Acly/comfyui-inpaint-nodes

Default branch main · commit b32f293d · scanned 5/24/2026, 12:58:25 PM

GitHub: 1,197 stars · 71 forks

AI VISIBILITY SCORE
28 /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
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 Acly/comfyui-inpaint-nodes, 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 H1 to specify it's a custom node

    Why:

    CURRENT
    # ComfyUI Inpaint Nodes

Nodes for better inpainting with ComfyUI: Fooocus inpaint model for SDXL, LaMa, MAT, and various other tools for pre-filling inpaint & outpaint areas.
    COPY-PASTE FIX
    # ComfyUI Inpaint Nodes

**Custom nodes for ComfyUI** that provide better inpainting capabilities: Fooocus inpaint model for SDXL, LaMa, MAT, and various other tools for pre-filling inpaint & outpaint areas.
  • mediumhomepage#2
    Add a homepage URL to the repository's 'About' section

    Why:

    COPY-PASTE FIX
    https://github.com/Acly/comfyui-inpaint-nodes
  • lowtopics#3
    Add specific inpainting model names to repository topics

    Why:

    CURRENT
    comfyui, comfyui-nodes, inpainting, stable-diffusion
    COPY-PASTE FIX
    comfyui, comfyui-nodes, inpainting, stable-diffusion, sdxl, fooocus, lama, mat

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 Acly/comfyui-inpaint-nodes
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. ComfyUI · recommended 1×
  4. Automatic1111 WebUI · recommended 1×
  5. Lama Cleaner · recommended 1×
  • CATEGORY QUERY
    How to improve image inpainting quality within a node-based generative AI workflow?
    you: not recommended
    AI recommended (in order):
    1. Stable Diffusion
    2. ControlNet
    3. ComfyUI
    4. Automatic1111 WebUI
    5. Lama Cleaner
    6. Krita
    7. RunwayML Gen-1/Gen-2
    8. Photoshop
    9. SAM
    10. Real-ESRGAN
    11. SwinIR

    AI recommended 11 alternatives but never named Acly/comfyui-inpaint-nodes. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are effective methods for pre-filling masked regions in image generation?
    you: not recommended
    AI recommended (in order):
    1. Stable Diffusion Inpainting
    2. Automatic1111's Stable Diffusion web UI
    3. InvokeAI
    4. DALL-E 2 / DALL-E 3 Inpainting
    5. LaMa (Large Mask Inpainting)
    6. GLIDE (Guided Language to Image Diffusion for Generation and Editing)
    7. BigGAN / StyleGAN
    8. DeepFill v1/v2 (Contextual Attention)
    9. Adobe Photoshop's Generative Fill

    AI recommended 9 alternatives but never named Acly/comfyui-inpaint-nodes. 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 Acly/comfyui-inpaint-nodes?
    pass
    AI named Acly/comfyui-inpaint-nodes explicitly

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

  • If a team adopts Acly/comfyui-inpaint-nodes in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Acly/comfyui-inpaint-nodes 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 Acly/comfyui-inpaint-nodes solve, and who is the primary audience?
    pass
    AI did not name Acly/comfyui-inpaint-nodes — 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

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Acly/comfyui-inpaint-nodes — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite