RRepoGEO

REPOGEO REPORT · LITE

receyuki/stable-diffusion-prompt-reader

Default branch master · commit 32b2eea7 · scanned 6/22/2026, 3:46:48 PM

GitHub: 1,332 stars · 89 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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
    Clarify README intro to emphasize 'desktop application' and 'offline'

    Why:

    CURRENT
    A simple standalone viewer for reading prompt from Stable Diffusion generated image outside the webui.
    COPY-PASTE FIX
    A simple, standalone **desktop application** for reading prompts and metadata from Stable Diffusion generated images, designed for **offline use** outside of web UIs.
  • mediumhomepage#2
    Add the repository URL as the homepage

    Why:

    COPY-PASTE FIX
    https://github.com/receyuki/stable-diffusion-prompt-reader
  • mediumtopics#3
    Add 'desktop-app' and 'offline-viewer' topics for better categorization

    Why:

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

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
AUTOMATIC1111/stable-diffusion-webui
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. AUTOMATIC1111/stable-diffusion-webui · recommended 2×
  2. invoke-ai/InvokeAI · recommended 2×
  3. ExifTool · recommended 2×
  4. XnView MP · recommended 2×
  5. IrfanView · recommended 1×
  • CATEGORY QUERY
    How can I extract and view Stable Diffusion prompt details from image files offline?
    you: not recommended
    AI recommended (in order):
    1. Automatic1111 web UI (AUTOMATIC1111/stable-diffusion-webui)
    2. InvokeAI (invoke-ai/InvokeAI)
    3. ExifTool
    4. XnView MP
    5. IrfanView
    6. GIMP
    7. prompt.noonshot.com
    8. sd-prompt-reader.vercel.app

    AI recommended 8 alternatives but never named receyuki/stable-diffusion-prompt-reader. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a desktop application to read AI image generation prompts from downloaded pictures.
    you: not recommended
    AI recommended (in order):
    1. InvokeAI (invoke-ai/InvokeAI)
    2. Stable Diffusion WebUI (Automatic1111/Forge) (AUTOMATIC1111/stable-diffusion-webui)
    3. ExifTool
    4. PromptReader
    5. Diffusion Prompt Reader
    6. XnView MP

    AI recommended 6 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

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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