RRepoGEO

REPOGEO REPORT · LITE

KohakuBlueleaf/z-tipo-extension

Default branch main · commit d6bbb867 · scanned 6/7/2026, 3:27:59 AM

GitHub: 589 stars · 45 forks

AI VISIBILITY SCORE
35 /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
3 / 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 KohakuBlueleaf/z-tipo-extension, 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 clarify its core function for AI image generation

    Why:

    CURRENT
    # TIPO-extension [SD-WebUI, ComfyUI, Forge]

A general extension to utilize TIPO or DanTagGen to do "text-presampling" based on KGen library:
https://github.com/KohakuBlueleaf/KGen

It can generate the detail tags/core tags about the character you put in the prompts. It can also add some extra elements into your prompt.
    COPY-PASTE FIX
    # TIPO-extension [SD-WebUI, ComfyUI, Forge]

This is an extension for **SD-WebUI, ComfyUI, and Forge** that utilizes TIPO or DanTagGen to **upsample prompts for AI image generation**, generating detailed tags and core elements based on your input. It's built on the KGen library: https://github.com/KohakuBlueleaf/KGen
  • hightopics#2
    Add relevant topics to improve AI categorization

    Why:

    COPY-PASTE FIX
    sd-webui-extension, comfyui-extension, forge-extension, prompt-engineering, text-to-image, ai-image-generation, danbooru-tags, prompt-upsampling, llm, tipo, dantaggen
  • mediumhomepage#3
    Add the HackMD report as the repository homepage

    Why:

    COPY-PASTE FIX
    https://hackmd.io/@KBlueLeaf/BJULOQBR0

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 KohakuBlueleaf/z-tipo-extension
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ChatGPT / GPT-4
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. ChatGPT / GPT-4 · recommended 2×
  2. PromptPerfect · recommended 2×
  3. Lexica.art · recommended 2×
  4. Midjourney's Describe Feature · recommended 1×
  5. Stable Diffusion's CLIP Interrogator · recommended 1×
  • CATEGORY QUERY
    How to automatically enhance short text prompts for more detailed image generation?
    you: not recommended
    AI recommended (in order):
    1. ChatGPT / GPT-4
    2. Midjourney's Describe Feature
    3. PromptPerfect
    4. Lexica.art
    5. Stable Diffusion's CLIP Interrogator
    6. Hugging Face

    AI recommended 6 alternatives but never named KohakuBlueleaf/z-tipo-extension. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools can help expand basic image generation tags into rich, descriptive prompts?
    you: not recommended
    AI recommended (in order):
    1. ChatGPT / GPT-4
    2. Claude 3
    3. Gemini Advanced
    4. Midjourney
    5. PromptPerfect
    6. Lexica.art
    7. PromptBase
    8. Civitai
    9. Artbreeder

    AI recommended 9 alternatives but never named KohakuBlueleaf/z-tipo-extension. 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 KohakuBlueleaf/z-tipo-extension?
    pass
    AI named KohakuBlueleaf/z-tipo-extension explicitly

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

  • If a team adopts KohakuBlueleaf/z-tipo-extension in production, what risks or prerequisites should they evaluate first?
    pass
    AI named KohakuBlueleaf/z-tipo-extension 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 KohakuBlueleaf/z-tipo-extension solve, and who is the primary audience?
    pass
    AI named KohakuBlueleaf/z-tipo-extension explicitly

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

Embed your GEO score

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MARKDOWN (README)
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KohakuBlueleaf/z-tipo-extension — 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