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Powering eCommerce with Data

Your go-to resource for omnichannel data strategies. Explore trends, analytics, best practices, and insights to make data your most powerful growth lever.
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July 23, 2026

Introducing Saras iQ: Your AI Data Team for eCommerce

Get answers in minutes, not days. Saras iQ is the AI data team for $15M+ Shopify brands: ask in plain English, get one certified number everyone trusts.
April 16, 2025

Data Maturity: Why your data is still not an advantage to your D2C Brands?

Discover the 5-stage D2C Data Maturity Model and learn how brands can evolve from gut-driven decisions to data-led, cross-functional business growth.
April 11, 2025

Why Fivetran Pricing Can Get Expensive: Challenges with MAR Pricing for High-Volume Data

Struggling with Fivetran’s MAR pricing? This guide breaks down the hidden costs and shows how Daton helps eCommerce teams save on data integration.
April 9, 2025

Customer Retention Analytics: A Comprehensive Guide (2026)

Retention is a gut feeling at most $20M+ Shopify brands — not a tracked metric. This post shows which numbers actually predict churn before revenue drops.

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Snowflake MCP: Setup Guide and Ecommerce Reporting Use Cases
BigQuery MCP: Query Your Ecommerce Warehouse from Claude
Shopify MCP for Merchants: How to Connect Your Store to Claude
Google Ads MCP: Connect Google Ads to Claude or ChatGPT
NetSuite MCP (AI Connector Service): Setup Guide for Ecommerce Finance Team
Hevo Data Pricing: How Much Does Hevo Really Cost in 2026
Airbyte Pricing: How Much Does Airbyte Really Cost in 2026
TrueProfit Pricing: How Much Does TrueProfit Really Cost in 2026
Northbeam Pricing: How Much Does Northbeam Really Cost in 2026
SourceMedium Pricing: How Much Does SourceMedium Really Cost in 2026
Glew Pricing: How Much Does Glew Really Cost in 2026
Lifetimely Pricing: How Much Does Lifetimely by AMP Really Cost in 2026
Daasity Pricing: How Much Does Daasity Really Cost in 2026
Polar Analytics Pricing: How Much Does Polar Analytics Really Cost in 2026
Triple Whale Pricing: How Much Does Triple Whale Really Cost in 2026
7 Best Prediko Alternatives in 2026
7 Best Keboola Alternatives in 2026
7 Best Stitch Data Alternatives in 2026
7 Best Zenlytic Alternatives in 2026
7 Best RetentionX Alternatives in 2026
7 Best Peel Insights Alternatives in 2026
6 Best Decile Alternatives in 2026
8 Best Finaloop Alternatives in 2026
7 Best BeProfit Alternatives in 2026
7 Best TrueProfit Alternatives in 2026
7 Best Iris Finance Alternatives in 2026
7 Best StoreHero Alternatives in 2026
7 Best ProfitPeak Alternatives in 2026
7 Best Conjura Alternatives in 2026
Saras iQ vs Zenlytic: Which AI Data Analyst Is Right for Ecommerce Brands in 2026?
11 Best ETL Tools for Shopify in 2026
7 Best Hevo Data Alternatives in 2026
Ecommerce Analytics for CFOs: When a Reconciled Margin Is Still the Wrong Number
Ecommerce Analytics for Founders: How Growth Decisions Impact Margin and Retention
eCommerce Data Platform for Enterprise: What to Look For in 2026 and Beyond
Before You Hire Another Support Rep: An AI Agent for Ecommerce Operations
Ask the iQ Data Engineer Before You Trust a Number
Ask Saras iQ's Business Analyst What Your Dashboards Can't Answer
Saras iQ MCP: Governed Data Answers and Dashboards Inside Claude
Introducing Saras iQ: Your AI Data Team for eCommerce
Turn Aging Inventory Into Working Capital Before the Season Closes
Enterprise Shopify Analytics Platform: What Native Reports Miss and What to Use Instead
Customer Segments with IQ: How Posh Peanut Built Smarter Apparel Assortment Decisions
MD&A Reports: Weekly Retail Analytics That Help Teams Stay Ahead of the Season
Saras iQ vs. Triple Whale + Moby AI: Which Ecommerce AI Analyst Is Right for Your Brand?
Say Hi to @IQ in Slack. No More Copying Numbers from BigQuery to Claude for Shopify Teams.
Saras iQ vs. Claude + BigQuery MCP: Which AI Analytics Approach Is Right for eCommerce?
Lifetimely Alternatives: Best eCommerce Analytics Tools in 2026
Shopify to BigQuery: 3 Methods Compared (And What to Do With the Data)
Polar Analytics Alternatives: The Best eCommerce Analytics Tools in 2026
15 Best Shopify Marketing Tools to Drive Revenue in 2026
eCommerce Reporting Tools: The Complete Guide for 2026
eCommerce Analytics Tools: The Complete Guide for 2026
AI Agents for ECommerce: What's Real and Available Right Now
Why Most $20M+ DTC Brands Regret Building Data Infrastructure In-House
MCP Server for eCommerce Data: The Definitive Launch Guide
How to Make AI Answers Accurate for eCommerce: The Context Layer Explained
AI Hallucinations and BigQuery: A Technical Guide
Best AI Tools for Ecommerce in 2026
Why Your LLM Keeps Getting eCommerce Data Wrong
Claude + BigQuery via MCP vs. Claude Without It
Why OOTB eCommerce Analytics Tools Break at Scale
What Is an MCP Server and How Does It Work for eCommerce Data?
Is Safety Stock Locking Up Working Capital Across Your eCommerce Warehouses?
How to Connect Claude to BigQuery for eCommerce Data
Step-by-Step: Connecting Claude to Your eCommerce Data Warehouse
How Scenario Planning Improves eCommerce Forecast Accuracy Under Fixed Ad Spend
Why Blended Shipping Metrics Hide Cost to Serve Risk
NetSuite + Shopify + Amazon: Do You Need All Three for Accurate P&L Reporting?
Why E-commerce CFOs Need Shared Definitions, Not More Dashboards
Can You Calculate Ecommerce Contribution Margin Daily Without Shopify Reconciliation
Where ECommerce Margin Leaks Across Returns, Shipping, and Channel Fees
Why Ecommerce Revenue Forecasts Miss Profit
Is Your ECommerce Data Foundation Ready for AI?
Are Your Best Selling SKUs Quietly Draining Ecommerce Working Capital?
Why Your CAC Threshold Is Probably Wrong
Why Clean SKU Data Is Required for Reliable Unit Economics
Are Your Discounts Profitable or Just Revenue Illusions?
ROAS Is Not Profitability and Here Is What Contribution Margin Reveals
How Returns Distort Contribution Margin and Pricing Decisions
Why Daily eCommerce Contribution Margin Breaks at Month-End Close
Why Fragmented Reporting Slows Every DTC Brand
Can You Trust Your eCommerce Contribution Margin?
Why ROAS Fails Faster for Apparel Brands — And What Fashion CFOs Track Instead
10 Best Customer Behavior Analysis Tools to use in 2026
Retail Analytics Dashboards: KPIs, Examples, and Top 7 Tools for 2026
9 eCommerce Customer Acquisition Strategies for 2026
Building a 360-Degree Customer View: Tools, Strategies, and Benefits
How to do Shopify Cohort Analysis to Improve Customer Retention
CM1, CM2, CM3: Measuring Profitability as Business Complexity Scales
10 Best Ecommerce Analytics Software in 2026
Customer Retention Dashboard: Metrics, Benefits & Tools
eCommerce Forecasting: A Comprehensive Guide (2026)
How to Improve Contribution Margin: 7 Proven Strategies
The Two Questions Ecommerce Brands Never Ask About Data
Customer Churn Analysis: Steps + Best Practices (2026)
9 Best Customer Segmentation Software in 2026
Shopping Cart Abandonment: Causes & How to Reduce It
9 Effective Customer Acquisition Strategy in 2026
9 Best Cohort Analysis Software in 2026
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September 20, 2026

Snowflake MCP: Setup Guide and Ecommerce Reporting Use Cases

Snowflake MCP setup guide for ecommerce reporting. Learn how to connect Claude, configure semantic views, analyze Shopify data, and build governed AI analytics.
September 20, 2026

BigQuery MCP: Query Your Ecommerce Warehouse from Claude

Connect BigQuery to Claude with MCP for natural-language ecommerce analytics. Learn setup, limitations, data governance, and how to improve AI answer accuracy.
September 20, 2026

Shopify MCP for Merchants: How to Connect Your Store to Claude

Connect Shopify to Claude with MCP and query store data using natural language. Learn setup steps, permissions, troubleshooting, and governed AI analytics.
September 20, 2026

Google Ads MCP: Connect Google Ads to Claude or ChatGPT

Connect Google Ads to Claude or ChatGPT with MCP. Learn setup, AI campaign analysis, attribution, data accuracy, and governed insights for Shopify ecommerce teams.
September 20, 2026

NetSuite MCP (AI Connector Service): Setup Guide for Ecommerce Finance Team

NetSuite MCP setup guide for ecommerce finance teams. Learn how to connect AI, configure roles, query ERP data, and build governed financial reporting workflows.
September 18, 2026

Hevo Data Pricing: How Much Does Hevo Really Cost in 2026

Hevo Data pricing in 2026, including event-based costs, hidden fees, TCO, cloud plans, and how it compares with ecommerce-focused data tools.

Expert Contributors

From founders to data engineers, content experts to product leaders, our authors bring real-world experience and latest insights from the eCommerce industry. Explore their stories and pick up practical tips and strategies to stay ahead in the rapidly changing eCommerce world!
Sumeet Bose
Content Marketing Manager
Nischala Agnihotri
Head of Product Marketing
Krishna Poda
CEO & Co-founder
Bhavana B
Associate Growth Marketer
Balaji Kolli
Co-founder
Sarath Buchi
Sr. Director of Product
Srinivas Janipalli
Director of Data Engineering

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Stop wrestling with AI. Start getting answers with Saras iQ

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