RRepoGEO

REPOGEO REPORT · LITE

kawalain/stable-diffusion-webui-wd14-tagger

Default branch master · commit 99bf7d81 · scanned 5/9/2026, 7:28:00 PM

GitHub: 1,419 stars · 247 forks

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

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

OVERALL DIRECTION
  • highlicense#1
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a LICENSE file in the repository root containing the full text of your chosen open-source license (e.g., MIT, Apache-2.0, GPL-3.0).
  • mediumhomepage#2
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    Update the repository's 'About' section with the URL of the project's official homepage, documentation, or a relevant project page.

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
0%
Of all named tools, what % are you?
Top rival
kohya-ss/sd-scripts
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. kohya-ss/sd-scripts · recommended 2×
  2. picobyte/stable-diffusion-webui-tagger · recommended 1×
  3. Booru Tag Autocomplete · recommended 1×
  4. pythongosssss/ComfyUI-Image-Tagger · recommended 1×
  5. Tag AutoComplete · recommended 1×
  • CATEGORY QUERY
    How can I automatically generate booru-style tags for images in a Stable Diffusion web UI?
    you: not recommended
    AI recommended (in order):
    1. Tagger (by picobyte) (picobyte/stable-diffusion-webui-tagger)
    2. Booru Tag Autocomplete
    3. Kohya's GUI (kohya-ss/sd-scripts)
    4. ComfyUI-Image-Tagger (pythongosssss/ComfyUI-Image-Tagger)
    5. Tag AutoComplete
    6. Waifu Diffusion 1.4 Tagger Demo

    AI recommended 6 alternatives but never named kawalain/stable-diffusion-webui-wd14-tagger. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best image tagging tools for Stable Diffusion using DeepDanbooru models?
    you: not recommended
    AI recommended (in order):
    1. Automatic1111's Stable Diffusion web UI (AUTOMATIC1111/stable-diffusion-webui)
    2. Kohya's GUI (kohya-ss/sd-scripts)
    3. BooruDatasetTagManager (rxyhn/BooruDatasetTagManager)
    4. DeepDanbooru (KichangKim/DeepDanbooru)
    5. Tag AutoComplete for Stable Diffusion WebUI (DominikDoom/a1111-sd-webui-tag-autocomplete)

    AI recommended 5 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.

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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite