RRepoGEO

REPOGEO REPORT · LITE

receyuki/stable-diffusion-prompt-reader

Default branch master · commit 32b2eea7 · scanned 5/12/2026, 9:37:27 AM

GitHub: 1,327 stars · 87 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 receyuki/stable-diffusion-prompt-reader, 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 opening to emphasize unique value and desktop nature

    Why:

    CURRENT
    A simple standalone viewer for reading prompt from Stable Diffusion generated image outside the webui.
    COPY-PASTE FIX
    A simple, cross-platform, standalone desktop GUI application for reading prompts and metadata from Stable Diffusion generated images, independent of any web UI.
  • mediumhomepage#2
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    https://github.com/receyuki/stable-diffusion-prompt-reader
  • lowtopics#3
    Add more specific topics to highlight GUI and desktop nature

    Why:

    CURRENT
    ai, image-generation, macos, prompt-engineering, prompt-toolkit, python, stable-diffusion, stable-diffusion-webui, tkinter, windows
    COPY-PASTE FIX
    ai, image-generation, macos, prompt-engineering, prompt-toolkit, python, stable-diffusion, stable-diffusion-webui, tkinter, windows, gui, desktop-app, cross-platform

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 receyuki/stable-diffusion-prompt-reader
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Stable Diffusion Prompt Reader
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Stable Diffusion Prompt Reader · recommended 2×
  2. AUTOMATIC1111/stable-diffusion-webui · recommended 1×
  3. comfyanonymous/ComfyUI · recommended 1×
  4. exiftool/exiftool · recommended 1×
  5. Stable Diffusion PNG Info · recommended 1×
  • CATEGORY QUERY
    How can I easily extract prompt data from Stable Diffusion images on my desktop?
    you: not recommended
    AI recommended (in order):
    1. Automatic1111 web UI (AUTOMATIC1111/stable-diffusion-webui)
    2. ComfyUI (comfyanonymous/ComfyUI)
    3. Stable Diffusion Prompt Reader
    4. ExifTool (exiftool/exiftool)
    5. Stable Diffusion PNG Info
    6. Pillow (python-pillow/Pillow)

    AI recommended 6 alternatives but never named receyuki/stable-diffusion-prompt-reader. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools are available to view Stable Diffusion image prompts on Windows or macOS?
    you: not recommended
    AI recommended (in order):
    1. Stable Diffusion Automatic1111 web UI
    2. ExifTool
    3. ExifToolGUI
    4. Stable Diffusion Prompt Reader
    5. SD Prompt Reader
    6. PromptReader.com
    7. XnView MP
    8. IrfanView
    9. Adobe Photoshop
    10. GIMP

    AI recommended 10 alternatives but never named receyuki/stable-diffusion-prompt-reader. 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 receyuki/stable-diffusion-prompt-reader?
    pass
    AI did not name receyuki/stable-diffusion-prompt-reader — 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 receyuki/stable-diffusion-prompt-reader in production, what risks or prerequisites should they evaluate first?
    pass
    AI named receyuki/stable-diffusion-prompt-reader 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 receyuki/stable-diffusion-prompt-reader solve, and who is the primary audience?
    pass
    AI did not name receyuki/stable-diffusion-prompt-reader — 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 receyuki/stable-diffusion-prompt-reader. 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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MARKDOWN (README)
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receyuki/stable-diffusion-prompt-reader — 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