RRepoGEO

REPOGEO REPORT · LITE

mirabarukaso/character_select_stand_alone_app

Default branch main · commit cc49e75d · scanned 6/3/2026, 8:42:14 AM

GitHub: 542 stars · 21 forks

AI VISIBILITY SCORE
22 /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
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 mirabarukaso/character_select_stand_alone_app, 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 opening to clarify AI image generation focus

    Why:

    CURRENT
    # Character Select SAA
This is a Stand Alone App with AI prompt, Semi-auto Tag Complete and ComfyUI/WebUI(A1111) API support.
    COPY-PASTE FIX
    # Character Select SAA: AI Image Generation Prompt & Character Manager
This is a Stand Alone App designed for AI image generation, offering AI prompt assistance, semi-auto tag completion, and robust API support for ComfyUI/WebUI (Automatic1111) to easily select and generate specific characters.
  • mediumtopics#2
    Expand repository topics for better categorization

    Why:

    CURRENT
    a1111-webui, comfyui, electron, image-generation, image-processing
    COPY-PASTE FIX
    a1111-webui, comfyui, electron, image-generation, image-processing, character-selection, prompt-management, ai-art, desktop-app
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://huggingface.co/spaces/mirabarukaso/Character-Select-Simple-Advanced-App

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 mirabarukaso/character_select_stand_alone_app
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Midjourney
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Midjourney · recommended 1×
  2. Stable Diffusion · recommended 1×
  3. ControlNet · recommended 1×
  4. DreamBooth · recommended 1×
  5. LoRA · recommended 1×
  • CATEGORY QUERY
    How to easily select and generate specific characters using AI image generation APIs?
    you: not recommended
    AI recommended (in order):
    1. Midjourney
    2. Stable Diffusion
    3. ControlNet
    4. DreamBooth
    5. LoRA
    6. Civitai
    7. DALL-E 3
    8. ChatGPT Plus
    9. Leonardo.Ai
    10. Fooocus
    11. Adobe Firefly

    AI recommended 11 alternatives but never named mirabarukaso/character_select_stand_alone_app. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a desktop application to manage prompts and characters for ComfyUI or Automatic1111.
    you: not recommended
    AI recommended (in order):
    1. PromptFlow (neggles/PromptFlow)
    2. Obsidian
    3. Notion
    4. Eagle
    5. Microsoft OneNote
    6. Apple Notes
    7. Joplin (laurent22/joplin)

    AI recommended 7 alternatives but never named mirabarukaso/character_select_stand_alone_app. 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 mirabarukaso/character_select_stand_alone_app?
    pass
    AI did not name mirabarukaso/character_select_stand_alone_app — 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 mirabarukaso/character_select_stand_alone_app in production, what risks or prerequisites should they evaluate first?
    pass
    AI named mirabarukaso/character_select_stand_alone_app 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 mirabarukaso/character_select_stand_alone_app solve, and who is the primary audience?
    pass
    AI did not name mirabarukaso/character_select_stand_alone_app — 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 mirabarukaso/character_select_stand_alone_app. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/mirabarukaso/character_select_stand_alone_app.svg)](https://repogeo.com/en/r/mirabarukaso/character_select_stand_alone_app)
HTML
<a href="https://repogeo.com/en/r/mirabarukaso/character_select_stand_alone_app"><img src="https://repogeo.com/badge/mirabarukaso/character_select_stand_alone_app.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

mirabarukaso/character_select_stand_alone_app — 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