← Thursday's Architecture

Try Product Description Generator 🎮

Interactive demo - See the complete week come together

June 27, 2025
🛍️ E-commerce🎮 Interactive🚀 Production-Feel

From prompts to 100+ descriptions. Now try it.

Monday: 3 prompts for templates, variations, SEO. Tuesday: automated the workflow. Wednesday: saw team roles transform. Thursday: reviewed the architecture. Friday: try the actual system. Paste product details, watch AI generate 10 unique descriptions, toggle between team views.

Try Different Scenarios

Or Select Complexity Level

💰 ROI & Cost Savings Calculator

Adjust sliders to see potential savings for your e-commerce team. Calculate time saved, cost reduction, and catalog completion speed.

500 SKUs

Number of products needing descriptions

50 $/hr

Hourly rate for content writer or copywriter

45 minutes

Time to write one description manually

5 min/product

Time to generate + review with AI

20%

Improvement in brand voice consistency

10%

Conversion rate improvement from better descriptions

Annual Savings

$175,000

Per year with automation

Payback Period

3.4 mo

Time to recover investment

Before vs After Comparison

Annual Cost (Before)
70% reduction

Before

$250,000

After

$75,000

Time Spent (Before)
70% improvement

Before

5,200 hrs

After

1,560 hrs

Team Productivity
35% improvement

Before

100%

After

135%

Annual Savings
Infinity% improvement

Before

$0

After

$175,000

Time Saved
Infinity% improvement

Before

0 hrs

After

3,640 hrs

ROI Summary

3-Year Savings:$525,000
5-Year Savings:$875,000
ROI (Year 1):350%

These calculations are estimates based on your inputs. Actual results may vary.

🤖 Watch Multi-Agent System Collaborate

See how agents work together to generate, validate, and optimize descriptions

Example Scenario
Generating 10 ceramic mug descriptions with SEO optimization
1
🎯Orchestrator
Receive product input, route to Template Agent
→ Input validated, routing to template generation
2
📋Template Agent
Analyze product category, create reusable template structure
→ Template: [Hook] + [Features] + [Use Case] + [Specs] + [SEO Close]
3
🎯Orchestrator
Template approved, route to Executor for bulk generation
→ Routing to generation with 10 SKU variations
4
🤖Executor
Generate 10 unique descriptions using template, vary hooks/features/scenarios
→ 10 descriptions created, avg 142 words, 98% uniqueness
5
🎯Orchestrator
Descriptions ready, route to SEO Agent for optimization
→ Routing to SEO validation and enhancement
6
🔍SEO Agent
Check keyword placement, density, readability, add semantic variations
→ Primary keyword in first 100 chars (10/10), density 1.2-1.6%, Flesch 68
7
🎯Orchestrator
SEO optimized, route to Evaluator for quality check
→ Routing to quality validation
8
⚖️Evaluator
Score brand voice consistency, uniqueness, readability, flag issues
→ Quality score: 94/100, 0 issues flagged, ready for review
9
🛡️Guardrail
Check for prohibited claims, legal compliance, brand guidelines
→ No violations detected, approved for export
10
🎯Orchestrator
All checks passed, route to export queue
→ 10 descriptions ready for Shopify/WooCommerce export
💡
Zero human intervention. Orchestrator made 6 routing decisions autonomously. Template Agent created reusable structure. Executor generated variations. SEO Agent optimized naturally. Evaluator ensured quality. Guardrail prevented compliance issues. This is production-grade multi-agent collaboration.

🛠️ Build Your Own E-commerce Workflow

Pick agents from the palette below to build your custom workflow, then simulate execution.

Available Agents (12)

Your Workflow

Add agents above to build your workflow

Try It Now - 4 Steps

  1. 1Select a scenario (Ceramic Mugs, Yoga Mats, Phone Cases, or Jewelry)
  2. 2Click 'Generate Descriptions' to watch the AI work in real-time
  3. 3See template creation → bulk generation → SEO optimization → quality validation
  4. 4Toggle between Writer/SEO/Merchandising/Ops views to see different perspectives
  5. 5Try all 4 scenarios to see how the system adapts to different product types
  6. 6Check the 'Agent Workflow' section to see autonomous collaboration
🚀

Want This Built for Your Store?

This demo shows what's possible. We build it production-ready, integrated with your e-commerce platform (Shopify, WooCommerce, BigCommerce), custom to your catalog and brand voice.