RRepoGEO

REPOGEO REPORT · LITE

zanllp/infinite-image-browsing

Default branch main · commit fb147939 · scanned 5/13/2026, 10:06:47 PM

GitHub: 1,300 stars · 166 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 zanllp/infinite-image-browsing, 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
    Add a clear, concise value proposition paragraph after the H1

    Why:

    CURRENT
    The README excerpt shows the H1 `# Infinite Image Browsing (IIB)` is immediately followed by `### Software Support and Development Progress Overview`.
    COPY-PASTE FIX
    Insert the following paragraph directly after the H1 `# Infinite Image Browsing (IIB)`:

A full-featured image/video management app with AI-powered organization and semantic search. It supports metadata from popular platforms like SD-webui, ComfyUI, Fooocus, NovelAI, StableSwarmUI, and more. Available as a standalone application, an SD-webui extension, or a library.
  • highhomepage#2
    Add a homepage URL to the repository settings

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    http://39.105.110.128:0721
  • mediumreadme#3
    Emphasize 'millions of images' scalability in the performance section

    Why:

    CURRENT
    The 'Key Features' section starts with `### 🔥 Excellent Performance` and mentions 'images can be displayed in just a few milliseconds' but not the 'millions of images' scale.
    COPY-PASTE FIX
    Modify the 'Excellent Performance' heading and add a clarifying sentence:

`### 🔥 Excellent Performance: Browse Millions of Images with Ease`

Then, add the following sentence directly under this heading: 'Engineered for extreme scalability, it allows you to efficiently browse and manage *millions* of AI-generated images with lightning speed.'

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 zanllp/infinite-image-browsing
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Adobe Bridge
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Adobe Bridge · recommended 2×
  2. Eagle · recommended 2×
  3. Google Photos · recommended 2×
  4. Excire Foto · recommended 1×
  5. PhotoPrism · recommended 1×
  • CATEGORY QUERY
    How can I effectively organize and semantically search my AI-generated image and video collection?
    you: not recommended
    AI recommended (in order):
    1. Excire Foto
    2. PhotoPrism
    3. Adobe Bridge
    4. Eagle
    5. Pixabay
    6. Google Photos
    7. Kyno

    AI recommended 7 alternatives but never named zanllp/infinite-image-browsing. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best tools for managing and previewing media from various AI art generation platforms?
    you: not recommended
    AI recommended (in order):
    1. Eagle
    2. Mylio Photos
    3. Pixelfed
    4. Artbreeder
    5. Adobe Bridge
    6. XnView MP
    7. Google Photos

    AI recommended 7 alternatives but never named zanllp/infinite-image-browsing. 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 zanllp/infinite-image-browsing?
    pass
    AI did not name zanllp/infinite-image-browsing — 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 zanllp/infinite-image-browsing in production, what risks or prerequisites should they evaluate first?
    pass
    AI named zanllp/infinite-image-browsing 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 zanllp/infinite-image-browsing solve, and who is the primary audience?
    pass
    AI did not name zanllp/infinite-image-browsing — 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 zanllp/infinite-image-browsing. 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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zanllp/infinite-image-browsing — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite