RRepoGEO

REPOGEO REPORT · LITE

diffusionstudio/lottie

Default branch main · commit 3360f2e7 · scanned 6/14/2026, 7:42:47 PM

GitHub: 2,675 stars · 144 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 diffusionstudio/lottie, 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
  • hightopics#1
    Add specific topics to improve categorization

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    lottie, animation, ai, generative-ai, code-generation, claude, codex, motion-graphics, svg, text-to-lottie
  • highreadme#2
    Clarify and emphasize the AI agent generation purpose in the README's opening

    Why:

    CURRENT
    Text-to-lottie is an open-source harness for generating production ready Lottie animations with claude code/codex or any other coding agent supporting skills.
    COPY-PASTE FIX
    ## Text-to-Lottie: AI Agent Harness for Lottie Animation Generation

**Text-to-Lottie** is an open-source harness designed to empower AI coding agents like Claude Code or Codex to generate production-ready Lottie animations from text descriptions or SVG inputs. It provides the framework for agents to create, inspect, and refine Lottie files, streamlining motion graphics creation.
  • mediumcomparison#3
    Add a section explaining Text-to-Lottie's unique value proposition

    Why:

    COPY-PASTE FIX
    ## Why Text-to-Lottie?

Unlike traditional Lottie libraries or general animation tools, Text-to-Lottie is specifically built as a harness for **AI coding agents**. It enables agents to directly generate, iterate on, and refine Lottie animations from natural language prompts or existing assets (like SVGs), offering a unique workflow for automated motion graphics creation. This is not a collection of pre-made animations, nor a rendering fork of `lottie-web`, but a framework for AI-driven generation.

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 diffusionstudio/lottie
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LottieFiles
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. LottieFiles · recommended 2×
  2. SVGator · recommended 2×
  3. LottieFiles AI · recommended 1×
  4. LottieFiles Creator · recommended 1×
  5. Adobe After Effects · recommended 1×
  • CATEGORY QUERY
    How can I generate Lottie animations using AI from text descriptions or SVGs?
    you: not recommended
    AI recommended (in order):
    1. LottieFiles
    2. LottieFiles AI
    3. LottieFiles Creator
    4. Adobe After Effects
    5. Midjourney
    6. DALL-E 3
    7. Stable Diffusion
    8. RunwayML Gen-2
    9. Pika Labs
    10. Bodymovin Plugin
    11. SVGator
    12. Krea AI
    13. Jitter
    14. Rive

    AI recommended 14 alternatives but never named diffusionstudio/lottie. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help automate creating vector animations from design assets with code agents?
    you: not recommended
    AI recommended (in order):
    1. LottieFiles
    2. SVGator
    3. Framer Motion
    4. GSAP
    5. Manim

    AI recommended 5 alternatives but never named diffusionstudio/lottie. 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 diffusionstudio/lottie?
    pass
    AI named diffusionstudio/lottie explicitly

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

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

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

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