RRepoGEO

REPOGEO REPORT · LITE

Nutlope/napkins

Default branch main · commit a08ce1f3 · scanned 5/16/2026, 8:02:54 PM

GitHub: 1,466 stars · 206 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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 Nutlope/napkins, 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
    Strengthen README's opening statement to clearly define the core function

    Why:

    CURRENT
    <p align="center"> An open source wireframe to app generator. Powered by Kimi K2.5 & Together.ai. </p>
    COPY-PASTE FIX
    <p align="center"> <strong>Napkins.dev: Transform your UI screenshots and wireframes into functional web applications.</strong> An open-source generator powered by Kimi K2.5 & Together.ai. </p>
  • hightopics#2
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    screenshot-to-code, wireframe-to-app, ai-code-generation, nextjs, llm, full-stack, open-source, web-app-generator
  • mediumreadme#3
    Add a 'What Napkins Does' section to elaborate on the core functionality

    Why:

    COPY-PASTE FIX
    ## What Napkins Does

Napkins is designed to streamline the process of turning visual designs into functional code. Simply upload a UI screenshot or a wireframe, and our AI-powered engine will generate a complete, editable web application. This allows developers to rapidly prototype ideas and accelerate front-end development.

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 Nutlope/napkins
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Locofy.ai
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Locofy.ai · recommended 2×
  2. screenshot-to-code · recommended 1×
  3. DhiWise · recommended 1×
  4. Builder.io · recommended 1×
  5. TeleportHQ · recommended 1×
  • CATEGORY QUERY
    Need a tool to generate web application code directly from a UI screenshot.
    you: not recommended
    AI recommended (in order):
    1. screenshot-to-code
    2. DhiWise
    3. Locofy.ai
    4. Builder.io
    5. TeleportHQ

    AI recommended 5 alternatives but never named Nutlope/napkins. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best open-source tools for transforming wireframes into working applications?
    you: not recommended
    AI recommended (in order):
    1. Figma
    2. Community Plugins
    3. Figma to HTML
    4. Anima
    5. Locofy.ai
    6. Penpot (penpot/penpot)
    7. Storybook (storybookjs/storybook)
    8. React (facebook/react)
    9. Vue.js (vuejs/core)
    10. Angular (angular/angular)
    11. Tailwind CSS (tailwindlabs/tailwindcss)
    12. Bootstrap (twbs/bootstrap)
    13. Next.js (vercel/next.js)
    14. Nuxt.js (nuxt/nuxt)
    15. SvelteKit (sveltejs/kit)
    16. VS Code (microsoft/vscode)

    AI recommended 16 alternatives but never named Nutlope/napkins. 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 Nutlope/napkins?
    pass
    AI named Nutlope/napkins explicitly

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

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

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

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Nutlope/napkins — 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