REPOGEO REPORT · LITE

wfjsw/danbooru-diffusion-prompt-builder

Default branch master · commit bb52582c · scanned 5/26/2026, 3:12:51 AM

GitHub: 1,216 stars · 122 forks

AI VISIBILITY SCORE

27 /100

Critical

Category recall

0 / 2

Not recommended in any query

Rule findings

2 pass · 0 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 wfjsw/danbooru-diffusion-prompt-builder, 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's opening to clearly state it's a web-based prompt builder

Why:

COPY-PASTE FIX

Add this sentence right after the main title/homepage link: "Danbooru 标签超市 is a web-based prompt builder designed to help AI image generation users effectively manage, combine, and refine Danbooru-style tags for models like Stable Diffusion and NovelAI."

mediumabout#2

Expand the repository description to include its function as a prompt builder

Why:

CURRENT

Danbooru / NovelAI 标签超市

COPY-PASTE FIX

A web-based prompt builder for AI image generation, specializing in managing, combining, and refining Danbooru and NovelAI style tags with advanced features like tag weights and prompt editing.

mediumtopics#3

Add more specific topics to clarify its nature as a web application and prompt engineering tool

Why:

CURRENT

ai, danbooru, element-plus, generator, novelai, prompt, stable-diffusion, tagging, txt2img, vue, vue3

COPY-PASTE FIX

ai, danbooru, element-plus, generator, novelai, prompt, stable-diffusion, tagging, txt2img, vue, vue3, web-app, prompt-engineering, image-generation

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 wfjsw/danbooru-diffusion-prompt-builder

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 2 of 2 queries

COMPETITOR LEADERBOARD

Automatic1111's Stable Diffusion web UI · recommended 2×
ComfyUI · recommended 2×
InvokeAI · recommended 2×
BooruTagger · recommended 1×
Danbooru.moe · recommended 1×

CATEGORY QUERY
How to effectively manage and combine Danbooru style tags for AI image generation?
you: not recommended
AI recommended (in order):
1. Automatic1111's Stable Diffusion web UI
2. ComfyUI
3. InvokeAI
4. BooruTagger
5. Danbooru.moe
6. Promptomania
7. Lexica.art's prompt builder
8. Notepad++
9. VS Code
10. Google Sheets
11. Excel
AI recommended 11 alternatives but never named wfjsw/danbooru-diffusion-prompt-builder. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Seeking a web-based tool to build and refine complex Stable Diffusion prompts with tag weights.
you: not recommended
AI recommended (in order):
1. Automatic1111's Stable Diffusion web UI
2. InvokeAI
3. ComfyUI
4. NovelAI
5. Fooocus
6. Civitai (Prompt Builder feature)
AI recommended 6 alternatives but never named wfjsw/danbooru-diffusion-prompt-builder. This is the gap to close.
Show full AI answer

Objective checks

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

Metadata completeness
pass
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 wfjsw/danbooru-diffusion-prompt-builder?
pass
AI did not name wfjsw/danbooru-diffusion-prompt-builder — 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 wfjsw/danbooru-diffusion-prompt-builder in production, what risks or prerequisites should they evaluate first?
pass
AI named wfjsw/danbooru-diffusion-prompt-builder 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 wfjsw/danbooru-diffusion-prompt-builder solve, and who is the primary audience?
pass
AI did not name wfjsw/danbooru-diffusion-prompt-builder — 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 wfjsw/danbooru-diffusion-prompt-builder. 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)

[![RepoGEO](https://repogeo.com/badge/wfjsw/danbooru-diffusion-prompt-builder.svg)](https://repogeo.com/en/r/wfjsw/danbooru-diffusion-prompt-builder)

HTML

<a href="https://repogeo.com/en/r/wfjsw/danbooru-diffusion-prompt-builder"><img src="https://repogeo.com/badge/wfjsw/danbooru-diffusion-prompt-builder.svg" alt="RepoGEO" /></a>

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wfjsw/danbooru-diffusion-prompt-builder — 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