RRepoGEO

REPOGEO REPORT · LITE

Ephibbs/flowtoken

Default branch main · commit a966002c · scanned 6/13/2026, 3:41:53 AM

GitHub: 542 stars · 31 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 Ephibbs/flowtoken, 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 the repository

    Why:

    COPY-PASTE FIX
    llm, ui-animation, react, text-streaming, generative-ai, frontend, ux
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    Add a LICENSE file (e.g., MIT or Apache-2.0) to the root of the repository.
  • mediumreadme#3
    Add a 'Why FlowToken?' section to the README

    Why:

    COPY-PASTE FIX
    ## Why FlowToken?
Unlike general-purpose animation libraries, FlowToken is purpose-built for the unique challenges of streaming LLM output. It provides specialized animations and controls optimized for dynamic, real-time text generation, ensuring a smooth and engaging user experience specifically for AI-powered interfaces.

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 Ephibbs/flowtoken
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Framer Motion
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Framer Motion · recommended 1×
  2. React Spring · recommended 1×
  3. GSAP · recommended 1×
  4. React Transition Group · recommended 1×
  5. CSS Modules · recommended 1×
  • CATEGORY QUERY
    How can I add smooth, engaging animations to streaming LLM text output in a React UI?
    you: not recommended
    AI recommended (in order):
    1. Framer Motion
    2. React Spring
    3. GSAP
    4. React Transition Group
    5. CSS Modules
    6. Styled Components

    AI recommended 6 alternatives but never named Ephibbs/flowtoken. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are good libraries for animating and styling real-time generated text from AI models?
    you: not recommended
    AI recommended (in order):
    1. React Spring (pmndrs/react-spring)
    2. Framer Motion (framer/motion)
    3. GreenSock Animation Platform (GSAP)
    4. Anime.js (juliangarnier/anime)
    5. Three.js (mrdoob/three.js)
    6. troika-text (protectwise/troika)
    7. CSS Transitions/Animations
    8. TypeIt (alexmacarthur/typeit)

    AI recommended 8 alternatives but never named Ephibbs/flowtoken. 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 Ephibbs/flowtoken?
    pass
    AI named Ephibbs/flowtoken explicitly

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

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

    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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MARKDOWN (README)
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Ephibbs/flowtoken — 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