Product data is the plankton of ecommerce — the bottom of the food chain that everything else feeds on. Your content, your search rankings, the LLMs, the marketplaces: they're all eating what's at the bottom. Feed them junk, get AI slop. Few people understand this better than Ole Thorup, who built Accentuate Custom Fields as a solo developer back in 2016 — when metafields were just strings and booleans.

Ole's also just launched Kairos Protect — bot detection and checkout protection that keeps card testers and price scrapers out of your store and out of your analytics.

If you've ever fought with a 30,000-product catalog, managed product data in a spreadsheet you're scared to open, or wondered how the merchandising teams at big stores actually do it — this one's for you.

We've put together a playbook to go with this episode: Your Shopify Products Are Being Read By Machines. Find it on Substack, and if you're not subscribed yet — do the thing.

This episode is sponsored by The Support Heroes — dedicated Shopify support agents who actually know what they're doing. Head to thesupportheroes.com.

And if you're talking product data, you should be managing yours properly. Product Pelican is a native PIM for Shopify — manage and audit your entire catalog at scale, with missing data, broken images and SEO gaps flagged before your customers find them. Install it from the Shopify App Store.

In this episode:

Building Accentuate in 2016, when metafields were strings and not much else
Growing to 20,000+ merchants and the Shop Circle exit
How Live Metafields works (and the lesson about not over-engineering)
Conversion and merchandising use cases merchants love
Metafields as the trigger for Shopify Flow automations
Inventory, ERPs, PIMs and getting data into the right shape
AI, MCPs and where apps still win
Kairos Protect: bots, card testing and checkout protection

Chapters:

00:00 — Why product data is the plankton of ecommerce
02:27 — Building Accentuate in 2016: strings, booleans and stringified JSON
07:12 — 20,000 merchants and the Shop Circle exit
07:59 — Live Metafields: data that updates itself
11:37 — Use cases: bestseller collections, conversion data, review filtering
14:21 — Metafields as Shopify Flow's biggest unlock
16:38 — Warehouse stock vs store stock: the inventory puzzle
18:37 — The Omnibus directive: boring stuff, solved for you
20:05 — ERPs, PIMs and 30,000-product catalogs
22:09 — Shopify's Claude and ChatGPT apps: threat or opportunity?
24:35 — A crowded App Store and why service wins
30:02 — Kairos Protect: bots, card testing and checkout protection
33:00 — Wrapping up