$100K Problem, $0 Budget: How I VibeCoded PDP Forge
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
Watch on YouTube ↗
(saves to browser)
Sign in to unlock AI tutor explanation · ⚡30
Playlist
Playlist UU8UlBlGqTRNCOiEdWIXNnhg · The Viable Edge | Vibe Marketing | AI Fluency · 18 of 26
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
▶
19
20
21
22
23
24
25
26
How I Built a Client Onboarding App Using AI in Under 30 Minutes (Vibe Coding Walkthrough)
The Viable Edge | Vibe Marketing | AI Fluency
Client-Ready AI App Built in Cursor Using Vibe Coding
The Viable Edge | Vibe Marketing | AI Fluency
AI Audits a Website in Minutes with Claude + MCP
The Viable Edge | Vibe Marketing | AI Fluency
Write Better Prompts in 3 Minutes Using This Simple Framework
The Viable Edge | Vibe Marketing | AI Fluency
I Used AI to Rebuild a Website, Brand Message, and Client Pitch
The Viable Edge | Vibe Marketing | AI Fluency
AI Is Taking My Job – Here’s What I’m Doing About It
The Viable Edge | Vibe Marketing | AI Fluency
Audit Any Website With Claude in 3 Minutes (No Code Needed)
The Viable Edge | Vibe Marketing | AI Fluency
AI Is Taking My Job So Here's What I'm Doing
The Viable Edge | Vibe Marketing | AI Fluency
Vibe Marketing: The AI Pitch System That Could Earn You $500 a Week
The Viable Edge | Vibe Marketing | AI Fluency
Vibe Marketing: How I Built an AI-Powered Lead Engine
The Viable Edge | Vibe Marketing | AI Fluency
I Built a Lead Engine in Minutes... Is this Cheating?
The Viable Edge | Vibe Marketing | AI Fluency
Vibe Marketing Tutorial: Automated Lead System With Claude AI + N8N + Airtable
The Viable Edge | Vibe Marketing | AI Fluency
Claude Persistent Memory: Vibe Marketing Unlock
The Viable Edge | Vibe Marketing | AI Fluency
Vibe Marketing Hack: Self Updating Claude Projects #vibemarketing #claude #n8n
The Viable Edge | Vibe Marketing | AI Fluency
Vibe Marketing Skill-Up: ClaudeOS, The AI-Powered Operating System I Use to Run My Life
The Viable Edge | Vibe Marketing | AI Fluency
Why Your AI Marketing is Failing (and How to Fix It)
The Viable Edge | Vibe Marketing | AI Fluency
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
The Viable Edge | Vibe Marketing | AI Fluency
I Tested Claude Cowork on a Real Project - Here's What Happened
The Viable Edge | Vibe Marketing | AI Fluency
Claude Code UI Was Painful - Then Anthropic Released Playground (4 Min Tutorial)
The Viable Edge | Vibe Marketing | AI Fluency
This New Claude Code Skill Fixes UI Without Prompting #claudecode #claude #skills
The Viable Edge | Vibe Marketing | AI Fluency
Website Report + Blog Post in 8 Minutes with #claudecode #aimarketing #aiautomation
The Viable Edge | Vibe Marketing | AI Fluency
Cowork: Build and Test Your First Skill
The Viable Edge | Vibe Marketing | AI Fluency
I Turned Claude Code Into a Complete Marketing Organization
The Viable Edge | Vibe Marketing | AI Fluency
You Haven't Seen #ClaudeCode for #Marketing Like This. Full Demo Linked In Description.
The Viable Edge | Vibe Marketing | AI Fluency
#Claude #Cowork Just Got Remote Control (From Your Phone).
The Viable Edge | Vibe Marketing | AI Fluency
More on: LLM Engineering
View skill →Related AI Lessons
⚡
⚡
⚡
⚡
Sector HQ Daily AI Intelligence - May 15, 2026
Dev.to AI
When Students Boo the Future: AI, Graduate Precarity, and the Limits of Technological Optimism
Medium · AI
Why Moving AI Closer to You Changes Everything
Medium · AI
Big Tech firms are accelerating AI investments and integration, while regulators and companies focus on safety and responsible adoption.
Dev.to AI
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
🎓
Tutor Explanation
DeepCamp AI