Same automation. Four different workflows.
Tuesday you saw the code. Today you see how real team members actually use it. Each role has different needs, different views, different wins.
Team Workflows
See how different roles use the same system to transform their daily work.Click each role below
Before Automation
With Automation
Workflow Process
Impact By The Numbers
"I finally focus on strategy instead of typing the same features 80 times."
— Content Lead, 6 years e-commerce
How Roles Work Together on One Product
Watch how all four roles collaborate through the system to launch a new product in under 10 minutes.
New Product Launch: Wireless Charging Stand
✨ Scroll here to watch the workflow
Team-Wide Impact
| Metric | Before | After | Improvement |
|---|---|---|---|
| Products/Week | 60 products (team capacity) | 500+ products (system capacity) | 733% increase |
| Time to Market | 2-3 days per product | 8 minutes per product | 99% faster |
| SEO Coverage | 20% of catalog optimized | 100% of catalog optimized | 5x coverage |
| Brand Consistency | 68% (manual spot checks) | 96% (automated scoring) | +28 points |
Getting Your Team On Board
Content team thinks AI will replace their jobs
Show time allocation shift: 80% writing → 20% writing, 60% strategy, 20% creative campaigns. Frame as 'assistant' not 'replacement'.
Team sees they're freed for higher-value work (brand storytelling, campaign concepting) instead of repetitive product descriptions.
SEO specialist doesn't trust AI keyword optimization
Run parallel test: AI-generated vs human-written. Track rankings for 30 days. Show AI descriptions rank 15% higher on average.
SEO lead becomes biggest advocate. Now uses saved time for link building and technical SEO.
Merchandising worried about losing brand voice control
Demo style guide customization. Show how AI learns brand voice from 20 example products. Merchandiser can approve/reject variants.
Merchandiser realizes they have MORE control (review 100% of catalog vs 20% before) with less effort.
Operations concerned about upfront implementation cost
Calculate ROI: Team saves 101 hours/week × $40/hour = $210K annually. System costs $60K/year. 3.5x ROI, 10-week payback.
CFO approves immediately when seeing 3.5x return. Implementation becomes budget priority.
Team worried about learning curve and disruption
Pilot with 1 category (50 products) for 2 weeks. Run parallel with existing process. Team sees it's easier than current workflow.
Team requests early rollout to remaining categories. Adoption happens organically.
Investment & ROI
Typical payback in 10-12 weeks through team time savings
Pricing
ROI Calculator
Proven Results
From Demo to Live in 3 Weeks
From demo to production in just 3 weeks
- Connect your e-commerce platform (Shopify, Magento, etc)
- Train brand voice model with 20 example products
- Configure SEO keyword targets per category
- Import existing catalog for baseline analysis
- Generate descriptions for 1 category (50-100 products)
- Team reviews and provides feedback
- Adjust brand voice model based on feedback
- Compare AI vs existing descriptions (SEO, conversion)
- Generate descriptions for entire catalog
- Team reviews in batches (prioritize high-traffic products)
- Publish approved descriptions
- Monitor SEO impact and conversion rates
Enterprise deployments may take 4-6 weeks for custom integrations (ERP, PIM, multi-language).
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