RRepoGEO

REPOGEO REPORT · LITE

RupertAvery/DiffusionToolkit

Default branch master · commit 153409c3 · scanned 6/12/2026, 8:36:48 PM

GitHub: 994 stars · 73 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 RupertAvery/DiffusionToolkit, 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 statement to emphasize its unique value for AI-generated images

    Why:

    CURRENT
    Diffusion Toolkit is an image metadata-indexer and viewer for AI-generated images.
    COPY-PASTE FIX
    Diffusion Toolkit is a standalone, comprehensive Windows desktop application designed specifically for AI artists and enthusiasts to manage, analyze, and process large collections of AI-generated images. It integrates a wide array of Stable Diffusion workflow tools, including image management, metadata indexing (PNGInfo), prompt building, and more, into a single, powerful application.
  • mediumhomepage#2
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    Add a link to a dedicated project page, documentation, or a more comprehensive GitHub Pages site if available.
  • lowreadme#3
    Expand the 'Features' section with benefit-oriented descriptions

    Why:

    CURRENT
    Scan images and videos, store and index prompts and other metadata (PNGInfo)
View images and the metadata easily
Search for your images and videos through their metadata
    COPY-PASTE FIX
    Scan images and videos, store and index prompts and other metadata (PNGInfo) – *allowing you to preserve and search the exact parameters used in your AI generations.*
View images and the metadata easily – *providing quick access to all relevant AI generation details.*
Search for your images and videos through their metadata – *enabling precise filtering by prompts, models, samplers, and other AI-specific parameters.*

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 RupertAvery/DiffusionToolkit
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Eagle
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Eagle · recommended 1×
  2. Pixave · recommended 1×
  3. Adobe Bridge · recommended 1×
  4. ACDSee Photo Studio Ultimate · recommended 1×
  5. Excire Foto · recommended 1×
  • CATEGORY QUERY
    How can I effectively organize and search my growing collection of AI-generated images?
    you: not recommended
    AI recommended (in order):
    1. Eagle
    2. Pixave
    3. Adobe Bridge
    4. ACDSee Photo Studio Ultimate
    5. Excire Foto
    6. Mylio Photos
    7. Google Photos

    AI recommended 7 alternatives but never named RupertAvery/DiffusionToolkit. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a Windows desktop tool to index and view Stable Diffusion image metadata.
    you: not recommended
    AI recommended (in order):
    1. ImageGlass (d2phap/ImageGlass)
    2. XnView MP
    3. FastStone Image Viewer
    4. ACDSee Photo Studio Home/Professional
    5. ExifTool GUI (hvdwolf/ExifTool-GUI)

    AI recommended 5 alternatives but never named RupertAvery/DiffusionToolkit. 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 RupertAvery/DiffusionToolkit?
    pass
    AI named RupertAvery/DiffusionToolkit explicitly

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

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

    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 RupertAvery/DiffusionToolkit. 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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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite