$100K Problem, $0 Budget: How I VibeCoded PDP Forge

The Viable Edge | Vibe Marketing | AI Fluency · Intermediate ·📰 AI News & Updates ·4mo ago
I VibeCoded an app over the holidays that turns scrappy product photos into e-commerce-ready images in minutes. PROMPT Chain in the Links Below PDP Forge solves a problem I've lived with for years - at Nature's Bounty managing thousands of SKUs, and now with my consulting clients who hit the same bottleneck. Product image management is expensive, slow, and holds up everything downstream. So I built my way out. This is what happens when VibeCoding meets Vibe Marketing. In this video: → The marketing problem I've seen for years → How I built the app (full tool stack walkthrough) → Live demo - scrappy iPhone photo to complete image set → Why this intersection matters for marketers TOOL STACK: • Google AI Studio - Prototyping • Google Antigravity (and Claude Code) - App build + Agent mode • Supabase - Backend, auth, storage • Google Stitch - UI design iteration • Nano Banana Pro - Image model • Vercel - Hosting • Stripe - Payments • Resend - Email delivery CHAPTERS: 0:00 - Welcome + community shoutout 0:30 - What is PDP Forge 1:30 - The problem I've lived with 2:00 - How I built it (tool stack) 5:00 - Live demo 9:00 - Why this matters 10:00 - What's next + how to get involved 🔗 LINKS: → PDP Forge beta signup: https://pdpforge.com → Prompt Chain and Blog Post Documenting Prototype Journey: https://www.viableedge.com/blog/how-i-built-pdp-forge-in-30-prompts → Claude Code Mentor Session - Jan 15 (free): https://luma.com/l82bjql9 → The Vibe Marketer community https://www.skool.com/the-vibe-marketers/about?ref=505716d1df3f49e2918c4493927d4e74 → Book a call with me: https://calendly.com/adam-sandlerdigital/viable-edge-strategy-session-clone → The Viable Edge newsletter: http://www.viableedge.com If you're an e-commerce manager, marketer, or someone learning to VibeCode - this video is for you. Subscribe for more on the intersection of marketing and AI. #VibeCoding #VibeMarketing #AITools #Ecommerce #ProductImages #GoogleAntigravity #ClaudeCode
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Playlist

Playlist UU8UlBlGqTRNCOiEdWIXNnhg · The Viable Edge | Vibe Marketing | AI Fluency · 18 of 26

1 How I Built a Client Onboarding App Using AI in Under 30 Minutes (Vibe Coding Walkthrough)
How I Built a Client Onboarding App Using AI in Under 30 Minutes (Vibe Coding Walkthrough)
The Viable Edge | Vibe Marketing | AI Fluency
2 Client-Ready AI App Built in Cursor Using Vibe Coding
Client-Ready AI App Built in Cursor Using Vibe Coding
The Viable Edge | Vibe Marketing | AI Fluency
3 AI Audits a Website in Minutes with Claude + MCP
AI Audits a Website in Minutes with Claude + MCP
The Viable Edge | Vibe Marketing | AI Fluency
4 Write Better Prompts in 3 Minutes Using This Simple Framework
Write Better Prompts in 3 Minutes Using This Simple Framework
The Viable Edge | Vibe Marketing | AI Fluency
5 I Used AI to Rebuild a Website, Brand Message, and Client Pitch
I Used AI to Rebuild a Website, Brand Message, and Client Pitch
The Viable Edge | Vibe Marketing | AI Fluency
6 AI Is Taking My Job – Here’s What I’m Doing About It
AI Is Taking My Job – Here’s What I’m Doing About It
The Viable Edge | Vibe Marketing | AI Fluency
7 Audit Any Website With Claude in 3 Minutes (No Code Needed)
Audit Any Website With Claude in 3 Minutes (No Code Needed)
The Viable Edge | Vibe Marketing | AI Fluency
8 AI Is Taking My Job So Here's What I'm Doing
AI Is Taking My Job So Here's What I'm Doing
The Viable Edge | Vibe Marketing | AI Fluency
9 Vibe Marketing: The AI Pitch System That Could Earn You $500 a Week
Vibe Marketing: The AI Pitch System That Could Earn You $500 a Week
The Viable Edge | Vibe Marketing | AI Fluency
10 Vibe Marketing: How I Built an AI-Powered Lead Engine
Vibe Marketing: How I Built an AI-Powered Lead Engine
The Viable Edge | Vibe Marketing | AI Fluency
11 I Built a Lead Engine in Minutes...  Is this Cheating?
I Built a Lead Engine in Minutes... Is this Cheating?
The Viable Edge | Vibe Marketing | AI Fluency
12 Vibe Marketing Tutorial: Automated Lead System With Claude AI + N8N + Airtable
Vibe Marketing Tutorial: Automated Lead System With Claude AI + N8N + Airtable
The Viable Edge | Vibe Marketing | AI Fluency
13 Claude Persistent Memory: Vibe Marketing Unlock
Claude Persistent Memory: Vibe Marketing Unlock
The Viable Edge | Vibe Marketing | AI Fluency
14 Vibe Marketing Hack: Self Updating Claude Projects #vibemarketing #claude #n8n
Vibe Marketing Hack: Self Updating Claude Projects #vibemarketing #claude #n8n
The Viable Edge | Vibe Marketing | AI Fluency
15 Vibe Marketing Skill-Up:  ClaudeOS, The AI-Powered Operating System I Use to Run My Life
Vibe Marketing Skill-Up: ClaudeOS, The AI-Powered Operating System I Use to Run My Life
The Viable Edge | Vibe Marketing | AI Fluency
16 Why Your AI Marketing is Failing (and How to Fix It)
Why Your AI Marketing is Failing (and How to Fix It)
The Viable Edge | Vibe Marketing | AI Fluency
17 How I Built a Marketing Team of AI Agents Using Claude Code
How I Built a Marketing Team of AI Agents Using Claude Code
The Viable Edge | Vibe Marketing | AI Fluency
$100K Problem, $0 Budget: How I VibeCoded PDP Forge
$100K Problem, $0 Budget: How I VibeCoded PDP Forge
The Viable Edge | Vibe Marketing | AI Fluency
19 I Tested Claude Cowork on a Real Project - Here's What Happened
I Tested Claude Cowork on a Real Project - Here's What Happened
The Viable Edge | Vibe Marketing | AI Fluency
20 Claude Code UI Was Painful - Then Anthropic Released Playground (4 Min Tutorial)
Claude Code UI Was Painful - Then Anthropic Released Playground (4 Min Tutorial)
The Viable Edge | Vibe Marketing | AI Fluency
21 This New Claude Code Skill Fixes UI Without Prompting #claudecode #claude #skills
This New Claude Code Skill Fixes UI Without Prompting #claudecode #claude #skills
The Viable Edge | Vibe Marketing | AI Fluency
22 Website Report + Blog Post in 8 Minutes with #claudecode #aimarketing #aiautomation
Website Report + Blog Post in 8 Minutes with #claudecode #aimarketing #aiautomation
The Viable Edge | Vibe Marketing | AI Fluency
23 Cowork: Build and Test Your First Skill
Cowork: Build and Test Your First Skill
The Viable Edge | Vibe Marketing | AI Fluency
24 I Turned Claude Code Into a Complete Marketing Organization
I Turned Claude Code Into a Complete Marketing Organization
The Viable Edge | Vibe Marketing | AI Fluency
25 You Haven't Seen #ClaudeCode for #Marketing Like This. Full Demo Linked In Description.
You Haven't Seen #ClaudeCode for #Marketing Like This. Full Demo Linked In Description.
The Viable Edge | Vibe Marketing | AI Fluency
26 #Claude  #Cowork  Just Got Remote Control (From Your Phone).
#Claude #Cowork Just Got Remote Control (From Your Phone).
The Viable Edge | Vibe Marketing | AI Fluency

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Chapters (7)

Welcome + community shoutout
0:30 What is PDP Forge
1:30 The problem I've lived with
2:00 How I built it (tool stack)
5:00 Live demo
9:00 Why this matters
10:00 What's next + how to get involved
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