REPOGEO REPORT · LITE

lquesada/ComfyUI-Inpaint-CropAndStitch

Default branch main · commit c9393427 · scanned 5/16/2026, 10:47:51 AM

GitHub: 1,063 stars · 77 forks

AI VISIBILITY SCORE

15 /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

0 / 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 lquesada/ComfyUI-Inpaint-CropAndStitch, 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

hightopics#1

Add relevant topics to the repository

Why:

COPY-PASTE FIX

comfyui, comfyui-nodes, inpainting, image-processing, stable-diffusion, ai-art, generative-ai, image-inpainting, crop-stitch

highreadme#2

Reposition the README's opening to clearly state its purpose as a ComfyUI extension

Why:

CURRENT

ComfyUI-Inpaint-CropAndStitch

Copyright (c) 2024-2026, Luis Quesada Torres - https://github.com/lquesada | www.luisquesada.com

Check ComfyUI here: https://github.com/comfyanonymous/ComfyUI

# Overview

The '✂️ Inpaint Crop' and '✂️ Inpaint Stitch' nodes enable inpainting only on masked area very easily

COPY-PASTE FIX

ComfyUI-Inpaint-CropAndStitch: Custom Nodes for Efficient Inpainting

This repository provides '✂️ Inpaint Crop' and '✂️ Inpaint Stitch' custom nodes for ComfyUI, designed to significantly speed up inpainting workflows by processing only the masked area. These nodes enable precise cropping around masks, optional context areas, and seamless stitching back into the original image, making high-resolution and targeted inpainting much more efficient.

Copyright (c) 2024-2026, Luis Quesada Torres - https://github.com/lquesada | www.luisquesada.com

Check ComfyUI here: https://github.com/comfyanonymous/ComfyUI

# Overview

The '✂️ Inpaint Crop' and '✂️ Inpaint Stitch' nodes enable inpainting only on masked area very easily

mediumhomepage#3
Add the repository URL as the homepage
Why:
COPY-PASTE FIX
```
https://github.com/lquesada/ComfyUI-Inpaint-CropAndStitch
```

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 lquesada/ComfyUI-Inpaint-CropAndStitch

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

ComfyUI

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

ComfyUI · recommended 1×
ComfyUI Impact Pack · recommended 1×
ComfyUI Efficiency Nodes · recommended 1×
Fooocus · recommended 1×
AUTOMATIC1111/stable-diffusion-webui · recommended 1×

CATEGORY QUERY
How to speed up ComfyUI inpainting by processing only the masked region?
you: not recommended
AI recommended (in order):
1. ComfyUI
2. ComfyUI Impact Pack
3. ComfyUI Efficiency Nodes
4. Fooocus
AI recommended 4 alternatives but never named lquesada/ComfyUI-Inpaint-CropAndStitch. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Efficiently crop and stitch images for targeted inpainting in AI art workflows?
you: not recommended
AI recommended (in order):
1. Automatic1111 Stable Diffusion web UI (AUTOMATIC1111/stable-diffusion-webui)
2. ComfyUI (comfyanonymous/ComfyUI)
3. Photoshop
4. Krita
5. GIMP
6. InvokeAI (invoke-ai/InvokeAI)
AI recommended 6 alternatives but never named lquesada/ComfyUI-Inpaint-CropAndStitch. 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 lquesada/ComfyUI-Inpaint-CropAndStitch?
pass
AI did not name lquesada/ComfyUI-Inpaint-CropAndStitch — 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 lquesada/ComfyUI-Inpaint-CropAndStitch in production, what risks or prerequisites should they evaluate first?
pass
AI did not name lquesada/ComfyUI-Inpaint-CropAndStitch — 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 lquesada/ComfyUI-Inpaint-CropAndStitch solve, and who is the primary audience?
pass
AI did not name lquesada/ComfyUI-Inpaint-CropAndStitch — 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

Drop this badge into the README of lquesada/ComfyUI-Inpaint-CropAndStitch. 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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lquesada/ComfyUI-Inpaint-CropAndStitch — 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