RRepoGEO

REPOGEO REPORT · LITE

kohya-ss/sd-webui-additional-networks

Default branch main · commit e9f3d622 · scanned 5/22/2026, 10:48:05 PM

GitHub: 1,824 stars · 287 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)

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

AI VISIBILITY SCORE
23 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 kohya-ss/sd-webui-additional-networks, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highabout#1
    Add a concise repository description

    Why:

    COPY-PASTE FIX
    An extension for AUTOMATIC1111's Stable Diffusion web UI that allows dynamic integration and management of additional networks like LoRA for image generation.
  • highreadme#2
    Add a clear introductory paragraph to the README

    Why:

    CURRENT
    ## Additional Networks for generating images

日本語の文章は下のほうにあります。
    COPY-PASTE FIX
    ## Additional Networks for generating images

This extension is for AUTOMATIC1111's Stable Diffusion web UI, allows the Web UI to add some networks (e.g. LoRA) to the original Stable Diffusion model to generate images. Currently LoRA is supported. The addition is on-the-fly, the merging is not required.

日本語の文章は下のほうにあります。

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 kohya-ss/sd-webui-additional-networks
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
AUTOMATIC1111/stable-diffusion-webui
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. AUTOMATIC1111/stable-diffusion-webui · recommended 1×
  2. comfyanonymous/ComfyUI · recommended 1×
  3. invoke-ai/InvokeAI · recommended 1×
  4. lllyasviel/Fooocus · recommended 1×
  5. huggingface/diffusers · recommended 1×
  • CATEGORY QUERY
    How to dynamically apply custom network models like LoRA to Stable Diffusion web UI for image generation?
    you: not recommended
    AI recommended (in order):
    1. Automatic1111's Stable Diffusion web UI (AUTOMATIC1111/stable-diffusion-webui)
    2. ComfyUI (comfyanonymous/ComfyUI)
    3. InvokeAI (invoke-ai/InvokeAI)
    4. Fooocus (lllyasviel/Fooocus)
    5. Diffusers (huggingface/diffusers)

    AI recommended 5 alternatives but never named kohya-ss/sd-webui-additional-networks. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an extension to integrate LoRA models into Stable Diffusion UI without permanent merging.
    you: not recommended
    AI recommended (in order):
    1. Automatic1111 Stable Diffusion Web UI
    2. ComfyUI
    3. InvokeAI
    4. Fooocus

    AI recommended 4 alternatives but never named kohya-ss/sd-webui-additional-networks. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    fail

    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 kohya-ss/sd-webui-additional-networks?
    pass
    AI named kohya-ss/sd-webui-additional-networks explicitly

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

  • If a team adopts kohya-ss/sd-webui-additional-networks in production, what risks or prerequisites should they evaluate first?
    pass
    AI named kohya-ss/sd-webui-additional-networks 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 kohya-ss/sd-webui-additional-networks solve, and who is the primary audience?
    pass
    AI did not name kohya-ss/sd-webui-additional-networks — 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?

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kohya-ss/sd-webui-additional-networks — 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
kohya-ss/sd-webui-additional-networks — RepoGEO report