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Prompt Engineering &

Custom GPT Development​

Project Overview

I created Ms. SugarSnap GPT, a custom-branded AI assistant designed to help small business bakers with everything from product naming to social media content. Built with strategic prompt engineering, brand voice development, and UX-first logic, this GPT transforms how cookiepreneurs grow their business online.

Skill Showcase

  • Prompt Engineering & Custom GPT Development

  • UX Writing & Conversational Design

  • Branding & Persona Creation

  • AI-Powered Content Strategy

  • Small Business Marketing Automation

  • Visual Design & Funnel Planning

  • Trend-Based Product Development

  • Sales Page Creation

Client Stories

“I used Ms. SugarSnap to write my entire Halloween cookie pre-sale—emails, posts, everything. I sold out in 2 days.”
– Jenna, Home Baker & Etsy Shop Owner

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“This GPT feels like it knows my business. It helped me pick my bakery name and my Instagram bio. Total game changer.”
– Lisa, Startup Bakery Founder

Project Insights

  • Bakers struggle most with branding language, trend forecasting, and marketing consistency—not just recipes.

  • A strong, branded GPT can serve as an always-on mentor, reducing decision fatigue and improving content output.

  • Personality matters: Ms. SugarSnap’s sassy charm builds trust and encourages engagement far more than generic AI tools.

Abstract Wavy Object
Black Background

I mapped out custom prompts to guide users through branding, marketing, and operations—structured like a creative coaching session, not a command line.

Strategic Prompt Engineering

White Grass
Black Metal

I crafted a southern-inspired tone that’s warm, witty, and approachable—so users feel like they’re chatting with a trusted mentor, not a robot.

Custom Brand Voice & Personality

White Flour
Gird Background

I built a rotating question tree to learn about each user’s goals and surface the most relevant tools—keeping advice personal, not generic.

Smart User Journey Design

The Problem

Bakers need an easy and faster way to run their business without spending hours researching.​

Empathy Insight

Bakers need an easy and faster way to run their business without spending hours researching.​

Pain Points

  • Bakers struggle with branding and marketing

  • Writing content takes too much time

  • Business tasks feel overwhelming and confusing

  • Researching trends and ideas is exhausting

  • Tech tools are often too complicated

  • Many give up before their business even starts

What She Delivers

A warm, confident voice + smart marketing insights + hyper-relevant ideas grounded in baking and small biz trends.

The Detour

Most bakers are elbow-deep in flour—not digital funnels. That’s why I designed Ms. SugarSnap to feel as easy as chatting with a friend. No coding, no setup, no tech overwhelm—just type what you need, and she’s got you covered. From naming your cookie biz to writing your next product drop, Ms. SugarSnap makes the online side of your bakery feel just as natural as being in the kitchen.

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The Solution

Ms. SugarSnap isn’t just another chatbot. She’s a virtual business mentor, content generator, and cheerleader for cookiepreneurs everywhere.

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What She Can Do

Ms. SugarSnap helps bakers grow their brand and their confidence:

🍪 Brainstorms product ideas & trending seasonal flavors

🎨 Recommends designs/color combos/branding

🧁 Writes social posts, product blurbs, email copy

🛠 Scales recipes, streamlines workflow, answers customer service challenges

✍️ Asks rotating business-building questions to keep users evolving

📢 Encourages users to share with
#MsSugarSnap for exposure on TrendyMint

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