Most Likely To Say…” – AI-Powered Game for Weddings, Celebrations & More

Most Likely To Say…” – AI-Powered Game for Weddings, Celebrations & More

Most Likely To Say…” – AI-Powered Game for Weddings, Celebrations & More

Sep 11, 2025

"Most Likely To Say..." is a playful app designed for weddings, showers, birthdays, and more. It helps users create a personalized game where guests guess who, in between two people, is most likely to say something.

The app walks users through a five-step journey: entering names, traits, inside jokes, traditions, and favorite places. From that, AI generates a set of questions using Bolt.new as a dev base and Cloudflare Workers for a secure, fast AI connection.

Users can then customize the final 20 questions, pick colors, upload a background image, and download a ready-to-print PDF or generate a shareable image card—perfect for parties and surprise moments.

Stack
Stack
React (frontend logic & state flow) Tailwind CSS (UI styling and responsive layout) Bolt.new (scaffolded app + dev flow) Cloudflare Workers (backend AI integration and PDF generation security layer) html2pdf.js and html2canvas for export


Goal

Goal

Goal

Make the creation of custom party games easy, delightful, and personal, blending AI-powered suggestions with print-ready design for live events.

Research

Research

Research

  • Reviewed "He Said / She Said" formats used in weddings

  • Tested print layouts and bleed zones for home printing

  • Evaluated Bolt.new vs custom code scaffolding for rapid build

  • Iterated on friendly AI prompt structuring for safe, sharable content

Challenge

Challenge

Challenge

  • Connect AI functionality via Cloudflare Workers without slowing down UX

  • Ensure the output PDF layout is printer-friendly and symmetrical

  • Handle real-time customization (color, headline, background, etc.)

  • Keep the experience fun and light while maintaining design precision

Results

Results

Results

Live site: who-would-say-it.netlify.app

  • Used in wedding celebrations and family events

  • Successfully exports high-res, event-ready PDFs

  • Fully extensible: next steps include saved sessions, email delivery, and mobile optimization

Let’s Create Something Amazing Together!

Thank you for exploring my portfolio and learning about my journey as a designer and engineer. Whether you’re looking to collaborate, need help with a project, or just want to chat about ideas, I’d love to hear from you!

Adriana Fruchter

Let’s Create Something Amazing Together!

Thank you for exploring my portfolio and learning about my journey as a designer and engineer. Whether you’re looking to collaborate, need help with a project, or just want to chat about ideas, I’d love to hear from you!

Adriana Fruchter

Let’s Create Something Amazing Together!

Thank you for exploring my portfolio and learning about my journey as a designer and engineer. Whether you’re looking to collaborate, need help with a project, or just want to chat about ideas, I’d love to hear from you!

Adriana Fruchter

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