You sell on Shopify. You sell on Amazon. You probably have Google and Meta ads driving traffic to both. But your analytics? Completely fragmented.
Shopify shows you Shopify. Amazon Seller Central shows you Amazon. Neither shows you the complete picture of your business.
This guide covers the tools that actually unify Shopify and Amazon data—so you can ask questions about your entire business and get answers, not just look at platform-by-platform dashboards.
The Multi-Channel Data Problem
- Different metrics: Amazon uses ACOS, Shopify uses ROAS—hard to compare
- Different fee structures: FBA fees vs. Shopify + 3PL
- No unified P&L: You don't know true profit across channels
- Ad attribution unclear: Meta driving Shopify AND Amazon? No visibility
- Inventory disconnect: Same products, different inventory counts
What Multi-Channel Sellers Actually Need
- Ability to ask questions about your entire business and get instant answers
- Unified view with Shopify + Amazon + all ad platform data
- True profit calculation including all fees
- Product-level profitability across channels
- Alerts for anomalies on either channel
Tool Comparison
| Tool | Shopify | Amazon | Ad Platforms | Price |
|---|---|---|---|---|
| Niblin | ✓✓ | ✓✓ | Google, Meta, TikTok, Amazon Ads, GA4 | $299-1,499/mo |
| Sellerboard | Limited | ✓✓ | Amazon Ads only | $19-79/mo |
| Triple Whale | ✓✓ | Limited | Google, Meta | $100-400/mo |
| Daasity | ✓ | ✓ | Multiple | $1,000+/mo |
| Manual (Sheets) | DIY | DIY | DIY | Free (+ your time) |
Note: ✓✓ = strong integration, ✓ = good integration, Limited = basic or indirect
Niblin: The AI Analytics Agent for Multi-Channel
Why it works: Niblin is the AI analytics agent for e-commerce—one agent with 50+ specialized commerce skills that answers questions about your entire business in seconds.
- All data sources on every plan: Shopify, Amazon, Google, Meta, TikTok, GA4
- Conversational analytics—ask in plain English, get computed answers in seconds
- Persistent memory—the agent remembers your business across sessions
- Morning Briefing covers all channels automatically
- Premise correction—checks if your question's premise is wrong
- 15-minute setup, no code
Growth $299/mo (3 seats, 500 queries), Pro $799/mo (10 seats, 3,000 queries), Scale $1,499/mo (25 seats, 10,000 queries).
Sellers doing meaningful volume on both Shopify and Amazon who want to ask questions and get answers—not build more dashboards.
Sellerboard: Amazon-First, Shopify Secondary
Why it works: Excellent Amazon profit analytics, with basic Shopify integration.
- Deep Amazon fee tracking
- Amazon profit by SKU
- Amazon Ads integration
- Basic Shopify connection
Shopify is an afterthought. If your DTC channel is significant, you'll need supplementary tools.
Amazon-primary sellers with minor Shopify presence.
Other Options
Great for Shopify + Meta/Google attribution dashboards, but limited Amazon support. Best if Shopify is your primary channel. Note: Triple Whale and Niblin coexist—many teams use Triple Whale for attribution and Niblin's AI agent for cross-platform questions.
Handles both well, but $1,000+/month and requires data expertise. Best for enterprise.
Free but time-consuming and error-prone. Works for very small sellers.
Ask your data anything — Niblin's AI agent answers in seconds with 50+ specialized commerce skills.
All data sources on every plan: Shopify, Amazon, Meta, Google, TikTok, GA4. No spreadsheets, no manual exports, no guessing at total profitability.
Start Free Trial — 15 Minute Setup
Key Takeaways
- Multi-channel sellers need unified analytics—platform-specific tools miss the big picture
- Niblin: AI analytics agent—ask questions about your entire business, get computed answers in seconds. All data sources on every plan.
- Sellerboard: Best if Amazon is primary, Shopify secondary
- Triple Whale: Best if Shopify is primary (coexists with Niblin for cross-platform)
- Daasity: Best for enterprise with budget and data team