REPOGEO REPORT · LITE

LottieFiles/motion-design-skill

Default branch main · commit f9a8a041 · scanned 6/28/2026, 4:38:21 PM

GitHub: 517 stars · 33 forks

AI VISIBILITY SCORE

28 /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

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 LottieFiles/motion-design-skill, 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 the README's opening to emphasize 'principles for AI agents'

Why:

CURRENT

# Motion Design Skill

Universal motion design principles for AI agents. Philosophy-first, implementation-agnostic.

Teaches agents to think like motion directors — choosing the right timing, easing, choreography, and emotional intent before writing a single line of animation code. Works with any animation system (CSS, Framer Motion, GSAP, Lottie, Spring, etc.).

COPY-PASTE FIX

# Motion Design Skill: Universal Principles for AI Agents

This repository provides a philosophy-first, implementation-agnostic framework for teaching AI agents universal motion design principles. It's a resource for AI developers to enable agents to think like motion directors, focusing on timing, easing, choreography, and emotional intent, rather than an animation library or tool for human designers.

mediumhomepage#2
Add a homepage URL to provide more context
Why:
COPY-PASTE FIX
```
https://lottiefiles.com/motion-design-skill
```

mediumtopics#3

Refine topics to better reflect AI agent focus

Why:

CURRENT

agent-skills, animation, lottie, motion-design, ui

COPY-PASTE FIX

ai-agents, llm-skills, motion-design-principles, ui-design, generative-ai, design-systems

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 LottieFiles/motion-design-skill

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

airbnb/lottie-web

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

airbnb/lottie-web · recommended 2×
LottieFiles · recommended 1×
Framer Motion · recommended 1×
GSAP · recommended 1×
Adobe After Effects · recommended 1×

CATEGORY QUERY
How can AI agents apply universal motion design principles for better UI animations?
you: not recommended
AI recommended (in order):
1. LottieFiles
2. Framer Motion
3. GSAP
4. Adobe After Effects
5. React Spring
6. Popmotion
7. CSS Animations/Transitions
AI recommended 7 alternatives but never named LottieFiles/motion-design-skill. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Tool to adapt Disney animation principles for modern UI and agent-generated motion?
you: not recommended
AI recommended (in order):
1. Unity
2. DOTween
3. Unreal Engine
4. Godot Engine (godotengine/godot)
5. React Spring (react-spring/react-spring)
6. Framer Motion (framer/motion)
7. Lottie (airbnb/lottie-web)
8. After Effects
9. Bodymovin plugin (airbnb/lottie-web)
10. Blender (blender/blender)
AI recommended 10 alternatives but never named LottieFiles/motion-design-skill. 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 LottieFiles/motion-design-skill?
pass
AI named LottieFiles/motion-design-skill explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts LottieFiles/motion-design-skill in production, what risks or prerequisites should they evaluate first?
pass
AI named LottieFiles/motion-design-skill 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 LottieFiles/motion-design-skill solve, and who is the primary audience?
pass
AI did not name LottieFiles/motion-design-skill — 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?

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Deep reports10 / month
Brand-free category queries5 vs 2 in Lite
Prioritized action items8 vs 3 in Lite