RRepoGEO

REPOGEO REPORT · LITE

lquesada/ComfyUI-Inpaint-CropAndStitch

Default branch main · commit 3617559b · scanned 6/27/2026, 7:13:00 AM

GitHub: 1,100 stars · 80 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
22 /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
1 / 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 improve categorization

    Why:

    COPY-PASTE FIX
    comfyui, comfyui-nodes, inpaint, inpainting, image-processing, image-generation, stable-diffusion, ai-art, cropping, stitching, outpainting
  • highreadme#2
    Refine README opening to highlight core problem and solution

    Why:

    CURRENT
    The '✂️ Inpaint Crop' and '✂️ Inpaint Stitch' nodes enable inpainting only on masked area very easily
    COPY-PASTE FIX
    The '✂️ Inpaint Crop' and '✂️ Inpaint Stitch' nodes dramatically speed up ComfyUI inpainting workflows by intelligently cropping only the masked regions before sampling and seamlessly stitching the results back, enabling faster, more detailed, and context-aware image generation.
  • mediumhomepage#3
    Add homepage URL to repository metadata

    Why:

    COPY-PASTE FIX
    https://www.luisquesada.com

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
0%
Of all named tools, what % are you?
Top rival
Impact Pack
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Impact Pack · recommended 2×
  2. ComfyUI-Impact-Pack · recommended 1×
  3. ComfyUI-Advanced-ControlNet · recommended 1×
  4. ComfyUI-Image-Mask-Nodes · recommended 1×
  5. ComfyUI · recommended 1×
  • CATEGORY QUERY
    How to speed up image inpainting in ComfyUI by processing only masked regions?
    you: not recommended
    AI recommended (in order):
    1. Impact Pack
    2. ComfyUI-Impact-Pack
    3. ComfyUI-Advanced-ControlNet
    4. ComfyUI-Image-Mask-Nodes
    5. ComfyUI

    AI recommended 5 alternatives but never named lquesada/ComfyUI-Inpaint-CropAndStitch. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What ComfyUI tools efficiently crop images for inpainting and seamlessly stitch results back?
    you: not recommended
    AI recommended (in order):
    1. Impact Pack
    2. Comfyroll Custom Nodes
    3. Efficiency Nodes
    4. WAS Node Suite
    5. Ultimate SD Upscale
    6. Image Crop

    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 named lquesada/ComfyUI-Inpaint-CropAndStitch 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 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