REPOGEO REPORT · LITE

kawalain/stable-diffusion-webui-wd14-tagger

Default branch master · commit 99bf7d81 · scanned 6/19/2026, 4:52:50 PM

GitHub: 1,417 stars · 249 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

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 kawalain/stable-diffusion-webui-wd14-tagger, 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 README's 'unmaintained' notice to clarify purpose

Why:

CURRENT

This branch is unmaintained!https://github.com/toriato/stable-diffusion-webui-wd14-tagger/issues/108
https://github.com/picobyte/stable-diffusion-webui-wd14-tagger

# Tagger for Automatic1111's WebUI

COPY-PASTE FIX

This repository offers a labeling extension for Automatic1111's Stable Diffusion Web UI, designed for interrogating booru-style tags for single or multiple image files using various models like DeepDanbooru.

This branch is unmaintained!https://github.com/toriato/stable-diffusion-webui-wd14-tagger/issues/108
https://github.com/picobyte/stable-diffusion-webui-wd14-tagger

# Tagger for Automatic1111's WebUI

highreadme#2

Add a license statement to the README

Why:

COPY-PASTE FIX

## License

[No explicit license has been declared for this project. Please add a `LICENSE.md` file to the repository root with your chosen license (e.g., MIT, Apache-2.0, GPL-3.0) and update this section to reflect it.]

mediumhomepage#3
Add a homepage URL to the repository metadata
Why:
COPY-PASTE FIX
```
https://github.com/kawalain/stable-diffusion-webui-wd14-tagger
```

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 kawalain/stable-diffusion-webui-wd14-tagger

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Automatic1111's Stable Diffusion Web UI

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

Automatic1111's Stable Diffusion Web UI · recommended 1×
WD 1.4 Tagger · recommended 1×
DeepDanbooru · recommended 1×
ComfyUI · recommended 1×
ComfyUI-Impact-Pack · recommended 1×

CATEGORY QUERY
How to automatically generate booru-style tags for images within a Stable Diffusion UI?
you: not recommended
AI recommended (in order):
1. Automatic1111's Stable Diffusion Web UI
2. WD 1.4 Tagger
3. DeepDanbooru
4. ComfyUI
5. ComfyUI-Impact-Pack
6. ComfyUI-Image-Tagger
7. InvokeAI
8. Fooocus
9. SwarmUI
AI recommended 9 alternatives but never named kawalain/stable-diffusion-webui-wd14-tagger. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What tools can interrogate AI-generated images to extract descriptive tags and labels?
you: not recommended
AI recommended (in order):
1. Google Cloud Vision AI
2. Amazon Rekognition
3. Microsoft Azure Computer Vision
4. OpenAI CLIP (openai/CLIP)
5. Imgflip AI Image Caption Generator
6. Hugging Face Transformers (huggingface/transformers)
AI recommended 6 alternatives but never named kawalain/stable-diffusion-webui-wd14-tagger. 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 kawalain/stable-diffusion-webui-wd14-tagger?
pass
AI named kawalain/stable-diffusion-webui-wd14-tagger explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts kawalain/stable-diffusion-webui-wd14-tagger in production, what risks or prerequisites should they evaluate first?
pass
AI named kawalain/stable-diffusion-webui-wd14-tagger 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 kawalain/stable-diffusion-webui-wd14-tagger solve, and who is the primary audience?
pass
AI did not name kawalain/stable-diffusion-webui-wd14-tagger — 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 kawalain/stable-diffusion-webui-wd14-tagger. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

Live preview

MARKDOWN (README)

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HTML

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kawalain/stable-diffusion-webui-wd14-tagger — 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