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Insights, guides, and best practices for modern e-commerce teams managing product data at scale.
The Future of Agentic Commerce: How AI Agents Are Reshaping E-Commerce
AI shopping agents are fundamentally changing how consumers discover and purchase products. Learn how to prepare your product data for this new paradigm.
March 5, 2026 · 8 min read
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Do you actually need a PIM? What Shopify stores get wrong about product data
Most Shopify stores asking 'do we need a PIM?' are asking the wrong question. Here's the question worth asking instead, and a realistic guide to when a PIM is right for you.
June 24, 2026 · 5 min read
What to look for in a PIM if Shopify is your commerce platform
Not a feature comparison. A guide to what actually matters when evaluating a PIM for a Shopify-native setup, and what to watch out for when a tool claims 'Shopify integration' without much behind it.
June 18, 2026 · 8 min read
Spreadsheets vs PIM: when managing product data in Excel stops working
There's a specific moment when a spreadsheet stops being a tool and starts being a liability. Here's how to recognise it, and what changes when you move to a dedicated PIM.
June 11, 2026 · 6 min read
How product data quality affects your Shopify store's SEO
Most product SEO problems aren't SEO problems. They're product data problems. Here's where ranking potential quietly disappears, and what to audit first.
June 4, 2026 · 7 min read
PIM vs DAM vs ERP: which one does a Shopify brand actually need?
Three-letter acronyms accumulate quickly in ecommerce. Here's what PIM, DAM, and ERP each actually do for a Shopify brand, and which one to prioritise if you can only do one.
May 28, 2026 · 6 min read
The hidden cost of incomplete product data on Shopify
Incomplete product data doesn't send an error or stop the store from running. It just quietly costs you, in conversions, returns, feed performance, and organic rankings.
May 21, 2026 · 5 min read
How to evaluate a PIM for a multi-market Shopify Markets setup
On paper, Shopify Markets is a clean architecture. In practice, the part that breaks first is usually the product data. Here's how to choose a PIM that's actually ready for it.
May 14, 2026 · 7 min read
What happens when your product data is 80% complete
Eighty percent sounds like a good grade. In product data, it isn't. Here's what the other twenty percent is quietly costing you across every channel.
May 7, 2026 · 5 min read
Why Instant isn't a PIM, and why that matters for your store
There's a real gap between spreadsheet chaos and enterprise PIM implementation. Here's why we built Instant as an ecommerce data platform instead of a PIM, and what that means for Shopify brands.
March 12, 2026 · 7 min read
Building a Multi-Language E-Commerce Strategy That Actually Scales
Expanding to new markets? Here's how to manage translations, localization, and cultural adaptation without losing your mind.
February 28, 2026 · 6 min read
SEO in 2026: Why Structured Data Is Your Secret Weapon
Search engines are getting smarter. Rich snippets, product schema, and structured data are no longer optional-they're essential.
February 20, 2026 · 7 min read
Smart Collections: Dynamic Product Organization That Drives Sales
Static categories are dead. Learn how dynamic, rule-based collections can increase average order value and improve product discovery.
February 12, 2026 · 5 min read
The Ultimate Product Data Quality Checklist for E-Commerce
Poor product data costs e-commerce businesses billions annually. Use this comprehensive checklist to audit and improve your catalog quality.
February 5, 2026 · 9 min read