RRepoGEO

REPOGEO REPORT · LITE

nolangz/pixel2motion

Default branch main · commit 425725d5 · scanned 6/18/2026, 3:23:14 PM

GitHub: 782 stars · 72 forks

AI VISIBILITY SCORE
33 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 warn · 0 fail
Objective metadata checks
AI knows your name
2 / 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 nolangz/pixel2motion, 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 direct comparison statement to the README's introductory paragraph

    Why:

    CURRENT
    Pixel2Motion is an open-source Codex and Claude skill for **logo animation**, **SVG animation**, and AI-assisted brand motion. It turns PNG, JPG, WebP, or screenshot logos into clean motion-ready SVG, then exports animated logo HTML, GIF/video previews, and motion QA evidence. Use it for animated logos, SVG logo reveals, logo motion design, pixel-to-vector reconstruction, and developer-friendly HTML animation workflows.
    COPY-PASTE FIX
    Pixel2Motion is an open-source Codex and Claude skill for **logo animation**, **SVG animation**, and AI-assisted brand motion. Unlike traditional design software or animation libraries, it leverages AI to automate the entire process from raster input to animated HTML output. It turns PNG, JPG, WebP, or screenshot logos into clean motion-ready SVG, then exports animated logo HTML, GIF/video previews, and motion QA evidence. Use it for animated logos, SVG logo reveals, logo motion design, pixel-to-vector reconstruction, and developer-friendly HTML animation workflows.
  • mediumcomparison#2
    Add a 'Comparison with Alternatives' section to the README

    Why:

    COPY-PASTE FIX
    ## Comparison with Alternatives

Unlike manual design tools (e.g., Adobe Illustrator, Inkscape) or animation libraries (e.g., GSAP), Pixel2Motion focuses on AI-driven generation of logo animations from raster images. It's not a general-purpose vectorizer like Vectorizer.AI, nor a Lottie animation platform like LottieFiles, but a specialized skill for creating developer-friendly HTML logo animations with AI.
  • lowabout#3
    Refine the 'About' description to emphasize AI-powered automation

    Why:

    CURRENT
    AI logo animation skill: turn raster logos into smooth SVG animation, animated HTML demos, GIF/video previews, and motion QA evidence.
    COPY-PASTE FIX
    AI-powered automation for logo animation: turn raster logos into smooth SVG animation, animated HTML demos, GIF/video previews, and motion QA evidence.

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 nolangz/pixel2motion
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Adobe Illustrator
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Adobe Illustrator · recommended 2×
  2. Affinity Designer · recommended 1×
  3. Inkscape · recommended 1×
  4. jakearchibald/svgomg · recommended 1×
  5. greensock/GSAP · recommended 1×
  • CATEGORY QUERY
    How to convert a static raster logo into a smooth, animated SVG for web?
    you: not recommended
    AI recommended (in order):
    1. Adobe Illustrator
    2. Affinity Designer
    3. Inkscape
    4. SVGOMG (jakearchibald/svgomg)
    5. GSAP (GreenSock Animation Platform) (greensock/GSAP)
    6. Lottie (airbnb/lottie-web)
    7. After Effects
    8. Bodymovin plugin (bodymovin/bodymovin)

    AI recommended 8 alternatives but never named nolangz/pixel2motion. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool to generate developer-friendly HTML logo animations from pixel images using AI?
    you: not recommended
    AI recommended (in order):
    1. LottieFiles
    2. Vectorizer.AI
    3. Adobe Illustrator
    4. Adobe After Effects
    5. Bodymovin
    6. Adobe Express
    7. RunwayML
    8. Pika Labs
    9. Leonardo.ai

    AI recommended 9 alternatives but never named nolangz/pixel2motion. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • 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 nolangz/pixel2motion?
    pass
    AI did not name nolangz/pixel2motion — 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 nolangz/pixel2motion in production, what risks or prerequisites should they evaluate first?
    pass
    AI named nolangz/pixel2motion 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 nolangz/pixel2motion solve, and who is the primary audience?
    pass
    AI named nolangz/pixel2motion 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 nolangz/pixel2motion. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/nolangz/pixel2motion.svg)](https://repogeo.com/en/r/nolangz/pixel2motion)
HTML
<a href="https://repogeo.com/en/r/nolangz/pixel2motion"><img src="https://repogeo.com/badge/nolangz/pixel2motion.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

nolangz/pixel2motion — 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