RRepoGEO

REPOGEO REPORT · LITE

v8hid/infinite-zoom-automatic1111-webui

Default branch main · commit 60adae22 · scanned 5/30/2026, 6:17:15 PM

GitHub: 670 stars · 64 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 v8hid/infinite-zoom-automatic1111-webui, 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
  • highhomepage#1
    Add a homepage URL to the repository's 'About' section

    Why:

    COPY-PASTE FIX
    https://github.com/v8hid/infinite-zoom-automatic1111-webui
  • highreadme#2
    Strengthen the README's opening to explicitly state the project's full name, core function, and key differentiator

    Why:

    CURRENT
    This is an extension for the AUTOMATIC1111's (and Vladmandic´s) webui that allows users to create infinite zoom effect videos using stable diffusion outpainting method.
    COPY-PASTE FIX
    This repository, `v8hid/infinite-zoom-automatic1111-webui`, provides a fully integrated and automated extension for AUTOMATIC1111's (and Vladmandic's) Stable Diffusion web UI, enabling users to effortlessly create captivating infinite zoom effect videos through stable diffusion outpainting.
  • mediumcomparison#3
    Add a 'Comparison' section to the README to differentiate from other tools

    Why:

    COPY-PASTE FIX
    ## Comparison to other methods and tools
    
    Unlike standalone scripts or general video editing software like DaVinci Resolve or RunwayML, `v8hid/infinite-zoom-automatic1111-webui` offers a fully integrated and streamlined infinite zoom video generation experience directly within your AUTOMATIC1111 Stable Diffusion WebUI. This eliminates complex setups and provides an intuitive workflow specifically designed for Stable Diffusion outpainting.

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 v8hid/infinite-zoom-automatic1111-webui
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
DaVinci Resolve
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. DaVinci Resolve · recommended 2×
  2. RunwayML · recommended 2×
  3. Stable Diffusion · recommended 1×
  4. Deforum · recommended 1×
  5. Automatic1111 WebUI · recommended 1×
  • CATEGORY QUERY
    How can I generate seamless infinite zoom videos using AI image models?
    you: not recommended
    AI recommended (in order):
    1. Stable Diffusion
    2. Deforum
    3. Automatic1111 WebUI
    4. SD-CN-Animation
    5. Midjourney
    6. DaVinci Resolve
    7. Adobe Premiere Pro
    8. RunwayML
    9. Gen-1
    10. Gen-2
    11. DALL-E 2
    12. Pika Labs
    13. Leonardo AI

    AI recommended 13 alternatives but never named v8hid/infinite-zoom-automatic1111-webui. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a tool to create dynamic video animations from stable diffusion outpainting.
    you: not recommended
    AI recommended (in order):
    1. RunwayML
    2. EbSynth
    3. Krita
    4. Adobe After Effects
    5. DaVinci Resolve
    6. Deforum Stable Diffusion

    AI recommended 6 alternatives but never named v8hid/infinite-zoom-automatic1111-webui. 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 v8hid/infinite-zoom-automatic1111-webui?
    pass
    AI did not name v8hid/infinite-zoom-automatic1111-webui — 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 v8hid/infinite-zoom-automatic1111-webui in production, what risks or prerequisites should they evaluate first?
    pass
    AI named v8hid/infinite-zoom-automatic1111-webui 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 v8hid/infinite-zoom-automatic1111-webui solve, and who is the primary audience?
    pass
    AI did not name v8hid/infinite-zoom-automatic1111-webui — 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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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite