Stylight Data Integration | Fashion Marketplace Analytics
Connect Stylight in 5 minutes. Your AI agent analyzes product feed performance and campaign metrics — then correlates with cross-channel insights from 1,000+ sources.
Key Takeaways What your AI agent extracts from Stylight
Your agent reads product catalog data, feed performance metrics, and campaign attribution from Stylight. It surfaces product-level engagement, click-through rates, and conversion data to help you optimize your fashion and lifestyle marketplace campaigns.
Full Fashion Marketplace Metrics
Improvado pulls product catalog data, feed performance metrics, and campaign attribution from Stylight. We capture product-level engagement, click-through rates, conversion rates, revenue, impressions, and category performance across all fashion and lifestyle marketplace campaigns.
Data objects and fields Improvado extracts from Stylight
| Object | Fields |
|---|---|
| Product | product_id sku title description image_url price currency availability category |
| Campaign | campaign_id campaign_name impressions clicks conversions revenue cost roas ctr |
| Feed | feed_id product_count active_products attribute_completeness last_updated feed_status |
| Performance | date product_id impressions clicks conversion_rate revenue average_order_value |
From connection to autonomous action in three steps
Connect
Connect: Add your Stylight API credentials in Improvado. Authentication completes in under 2 minutes with automatic validation.
Ask
Query: Ask your agent natural language questions like "Which product feeds have incomplete attributes?" It surfaces SKU-level data, feed quality scores, and performance trends instantly.
Act
Act: Your agent updates product titles, syncs inventory levels, and optimizes feed structure directly in Stylight based on performance patterns it discovers.
What teams ask their AI agent about Stylight
Real prompts from enterprise marketing teams. The agent reads your data, answers in seconds, and takes action when you ask.
Which Stylight product categories drove the highest conversion rate last month?
Your AI agent analyzes Stylight data and delivers actionable insights — automatically, in seconds.
Compare Stylight ROAS with Google Shopping and Meta Catalog campaigns across all markets
Your AI agent analyzes Stylight data and delivers actionable insights — automatically, in seconds.
Update product feed titles for underperforming SKUs based on top-converting patterns
Your AI agent analyzes Stylight data and delivers actionable insights — automatically, in seconds.
Your agent doesn't just read Stylight — it optimizes it.
Read
Read: Product catalogs with SKUs, titles, descriptions, images, pricing, availability. Campaign metrics including impressions, clicks, conversions, revenue, ROAS. Feed quality scores and attribute completeness.
Write
Write: Update product feed attributes, modify catalog data, sync inventory changes, adjust category assignments, and optimize product titles based on performance analysis.
Monitor
Monitor: Track feed health, product-level conversion rates, category performance trends, ROAS by segment, and catalog coverage across markets.
Claude, ChatGPT, and Cursor can update product feeds, adjust bids, and sync catalog changes directly to Stylight. Your agent learns which product attributes drive performance and automatically optimizes feed structure. Every action is logged with full audit trails for compliance and rollback.
| Category | Click-Through Rate | Conversion Rate |
|---|---|---|
| Women's Sneakers | 4.7% | 3.2% |
| Denim Jeans | 3.9% | 2.8% |
| Leather Handbags | 5.1% | 2.6% |
| Summer Dresses | 3.4% | 2.1% |
| Men's Watches | 2.8% | 1.9% |
Send Stylight data anywhere
Load normalized data to your preferred warehouse, BI tool, or cloud storage. Click any destination to see its integration guide.
They extract data. Improvado deploys an agent.
Traditional tools move data from A to B. Improvado gives you an AI agent that reads, acts, and monitors — with Stylight as one of 1,000+ integrated sources.
| Feature | Improvado | Supermetrics | Funnel.io | Fivetran |
|---|---|---|---|---|
| Data fields extracted | 200+ | ~90 | ~120 | ~80 |
| Total integrations | 1,000+ | ~150 | ~500 | ~300 |
| Cross-channel normalization (CDM) | ✓ Built-in | ✗ Manual | ● Basic mapping | ✗ Raw only |
| AI Agent access (MCP) | ✓ Read, Write, Monitor | ✗ | ✗ | ✗ |
| Data warehouse destinations | ✓ 16+ warehouses & BI tools | Sheets, Looker, BigQuery | BigQuery, Snowflake, Redshift | ✓ Broad warehouse support |
| Refresh frequency | Every 15 min | Scheduled triggers | Daily / 6hr | Every 15 min (premium) |
| SOC 2 Type II & HIPAA | ✓ | ✗ SOC 2 only | ✓ SOC 2 | ✓ |
| Best for | Teams that want an AI agent, not a pipeline | Small teams, spreadsheets | Mid-market, data teams | Engineering-led ELT pipelines |
Comparison based on publicly available documentation as of April 2026. Feature availability may vary by plan tier.
Frequently asked questions
How does Improvado connect to Stylight?
What Stylight data does Improvado pull?
How often does Stylight data refresh?
Can the AI agent write data back to Stylight?
Is Stylight data secure with Improvado?
How does Stylight connect with other platforms in Improvado?
"Improvado saves about 90 hours per week and allows us to focus on data analysis."
"Improvado's reporting tool effortlessly integrates all our marketing data so we can easily track users across their entire digital journey. This saves me and my team countless hours."
Put an AI agent on your Stylight today
Connect in under 5 minutes. Your agent starts reading, acting, and monitoring immediately.