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Agentic Training · Your knowledge, everywhere you sell

Give AI the product judgment it won't find in your feed.

Cartful turns the decisions your team releases in the Library into structured product knowledge for Shopify, your existing stack, and the AI agents shoppers use beyond your site.

SearchDGDaily Glow
Recovery Barrier CreamActive
MetafieldsShow all (12)
Product chipscartful.chips
Stressed skinAfter activesWinter drynessPM moisturizer
Reasonscartful.whys

"Its richer ceramide formula makes it the recovery moisturizer for skin depleted by strong actives or cold, dry weather."

Use whencartful.use_when
After actives
Seasonal needcartful.seasonal_need
Winter dryness
Concerncartful.concern
Stressed skin
Routine stepcartful.routine_step
PM moisturizer · edited in Shopify

Managed by merchant · protected from sync

Next sync · tonight at 2:00 amcartful sync · healthy
1Native fields in your store

Cartful writes directly to each Shopify product record. No proxy layer or app-only copy.

2The Library, made structured

Released chips arrive as clean values your storefront and other tools can read.

3The reason can travel too

Choose to sync the why behind each chip for surfaces that need the explanation.

4Ready to become filters

Cartful makes each selected dimension filter-ready. One final click in Shopify Search & Discovery puts it on your storefront.

5Your edits win

Edit a value in Shopify and Cartful protects it. Future syncs leave your change untouched.

Released, not regenerated

Sync only moves product knowledge your team released. It never improvises at the moment of use.

Native to your store

The fields live in Shopify, not behind a Cartful-only layer.

Reversible by design

Pause syncing without losing the fields, or remove them deliberately.

Control what leaves the Library

Everything your team taught Cartful, written back into the store you own.

Choose chips, reasons, and individual dimensions. Rename the display labels, see coverage before turning anything on, and nothing leaves the Library until your team has released it.

It works like selecting fields, not operating an integration. The metafield keys stay frozen, so downstream connections stay intact.

Sync · What travelsShopify · connected
Product chipsOn
Reasons behind each chipOff
Use when92% coverage
Concern87% coverage
Seasonal need64% coverage
Routine step96% coverage
Next nightly sync · tonight 2:00 amPreview changes

From knowledge to navigation

Chips become filters.

Check a dimension and Cartful writes it as a filter-ready Shopify metafield. One click in Shopify Search & Discovery turns it on. No separate Cartful filter layer to maintain.

Knowledge that lived behind the scenes becomes something shoppers can browse.

yourstore.com/collections/moisturizersstorefront

Filter

Use when

After actives 14Daily use 22After sun 9

Concern

Stressed skin 11Dryness 19Redness 8

Moisturizers · 4 of 9

3 filters active

Recovery Barrier Cream

Matches all 3$48

Ceramide Night Balm

After actives · Winter dryness$52

Oat Calm Cream

After actives · PM$36

Squalane Rich Cream

Winter dryness · PM$44
7 of 25 Shopify filters in useSearch & Discovery · enabled

For AI beyond your storefront

Give every system the better feed.

Download one file shaped like your catalog and another shaped for chips and whys. Both retain your product IDs, so feed tools, marketplaces, and AI agents can connect them to pipelines they already run.

Instead of asking every model to interpret the raw product feed from scratch, each system can begin with the decisions your team already released.

catalog.csv1,248 rows

Columns

product_idtitleuse_whenseasonal_needconcernroutine_step
Exported Sep 1, 2026 · 6:04 am
chips-and-whys.csv9,412 rows

Columns

product_iddimensionchipstrengthwhy
Exported Sep 1, 2026 · 6:04 am

Get started

Decide once. Let every system use it.

See what Cartful can add to your own catalog in a live walkthrough.

Book a demo