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食物靜物
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Pizza Prompt

AI-Powered Food Ordering Experience

Pink Poppy Flowers

Focus

Product Marketing + Growth Concept + UX/UI Design

Type

Personal Concept Project

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01 Overview

Prompt Pizza is an AI-powered ordering experience that uses natural-language prompts to reduce menu decision fatigue.

By combining AI-generated recommendations with robotic preparation and smart pickup, the experience simplifies ordering and ensures freshness.

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02 Problem & Opportunity

       The Challenge

  • Many users struggle with decision fatigue when ordering food online. Long menus, too many options, and unclear recommendations often lead to drop-off before purchase.

        The Opportunity

  • Prompt Pizza leverages AI to simplify decision-making—turning intent into instant, personalized recommendations. This creates a unique opportunity to reduce friction and increase conversion speed.

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Goals

Audience

Key Insight

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Reduce time-to-order

Improve conversion rate

Build trust in AI-generated food

Busy professionals

Students

AI-curious users

Users are curious about AI-generated food, but require visual storytelling to understand and trust the process.

03 Positioning & Messaging

Positioning

Prompt Pizza is an AI-powered ordering experience that reduces decision fatigue.

Unlike traditional delivery platforms, it provides personalized recommendations and ensures freshness.

Messaging

"Freshly Generated, Perfectly Baked"

Personalized by AI, no menus

Faster decisions, fresher meals

From carving to checkout in seconds

04 Product Experience

This experience is designed to balance clarity, trust, and conversion when introducing an AI-driven product

Homepage

1. Hero section: communicates value and drives immediate engagement

2. Social proof: reduces hesitation for first-time users

3. Product exploration: explains the AI engine, robotic kitchen, and pickup system

4. Final CTA: reinforces decision and drives conversion

Product Components

This section highlights key product components and supporting experiences that extend beyond the core flow, including onboarding, login, and marketing touchpoints. Each element is designed to improve usability, build trust, and drive user engagement.

Mobile Experience

The mobile experience is designed for quick decision-making, enabling users to browse, select, and order within seconds.

  • Simplified navigation: key actions like search and AI recommendations are surfaced immediately

  • AI-first discovery: “Recommended by AI” is prioritized to reduce browsing effort

  • Thumb-friendly layout: primary CTA and key actions are placed within easy reach

  • Fast checkout flow: reduces friction and improves conversion in high-intent mobile moments

iphone version.jpg
See My Hi-Fi Prototype

05 Go-To-Market Strategy

Social Media

Short-form video (TikTok / Instagram): demonstrate how AI generates personalized pizza in real time to spark curiosity

On-Campus Pop-up

Send posters and cooperate with the on-campus coffee shop to reach out more audience.

Referral Loop

Encourage users to share their AI-generated pizza experience to drive organic growth

06 Success Metrics

Conversion

Homepage: order conversion rate

CTA click-through rate

Engagement

Time-to-order (target: under 1 minute)

Drop-off rate in ordering flow

Retention

Repeat purchase rate

Frequency of returning users

Perception

User trust in AI-generated recommendations

Satisfaction with recommendation accuracy

Takeaway

The success of the product is measured across conversion, engagement, and trust-building.

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