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Agentic catalog infrastructure.For every brand you serve.

Enrich product data, monitor AI visibility, and power LLM-ready search across client catalogs without bespoke integrations.

Enrich product data with generative ontology, taxonomy and attributes.

Product rendererPublic PDP surface
lagence

Kieran Shirt Dress

$439.00$585.00

lagence.com
Cosimo

Product images

Kieran Shirt Dress - Image 1
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Size Variants (11 available)

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Description

The signature L’AGENCE day-to-evening shirt dress is here for the first time in featherweight denim. A tie belt cinches the look together. The Kieran is a must-have to wear on repeat all spring and summer. • Featherweight denim• Exposed front zip• Side pockets• Tie belt

Product details

Materials
cotton, denim

Product Identifiers

Product ID
20d2e826-4367-4f98-ac27-688b150c9028
GTIN
198612299636
Product Group ID
20d2e826-4367-4f98-ac27-688b150c9028
Brand:
L'AGENCE
AI enrichmentAttribute inspector
Public data
Enrichment

AI enrichment attributes

Public product data
Summary
Sleeveless midi shirt dress in featherweight blue denim featuring an exposed front zipper, a cinched tie belt at the waist, and side pockets.
Identity
shirt dress
denim dressday dress
Classification
female
adult
activewear false
Style
sleevelessexposed front ziptie beltside pocketsmidi lengthcollaredfeatherweight denim
casualcontemporarychic
Colors
blue
Blue
Taxonomy path
Apparel & Accessories / Clothing / Dresses
Structured attributes
Denim Fabric:Colored
Dress style:Shirt
Pattern:Solid
Fabric:CottonDenim
Dress occasion:CasualWork
Neckline:Collared
Graphic Type:Solid / No Print
Denim Finish Effects:Clean / None
Denim Wash:Colored
Skirt/Dress length type:Midi
Sleeve length type:Sleeveless
Canonical brand
L'Agence
lagence

Bias & iterate on enrichment on a per brand basis.

Review product-level enrichment suggestions, approve brand-specific changes and apply category wide changes. Our models learn from your feedback and improve every future enrichment iteration.

Enrichment reviewBrand-specific correction
Client workflow

Jianna Vest

gid://shopify/Product/14868533477748
Model wearing the Jianna Vest

Approve the suggestion or request a change.

Current value

Before

Apparel & Accessories > Clothing > Tops > Shirts & Blouses

Suggested value

After

Apparel & Accessories > Clothing > Tops > Vests

What changed

We refreshed this item from shirts/blouses into the tops-based Vests category, matching the client note that this is a top vest rather than an outerwear vest.

Implement AEO / GEO strategy and monitor results

Measure, benchmark and report on catalog and product recall across AI chat apps, now and longitudinally.

AEO/GEO monitorAgency workspace
Live dashboard
Site performance status
62AI visibility score18 points behind category leader
7 / 20
Key queries won
3 behind leader
68%
Owned PDP coverage
+14 after update
Visibility pipelineAuto-monitoring on
Site structure optimized
2
Enrich product content
3
Track query rankings
Optimization tasks3 ready to run
Enrich product attributes
12 PDPs · high impact
Ready
Improve variant coverage
Fit, material, color families
Ready
Close priority query gaps
3 competitor-owned results
Ready
Competitor monitor20 priority queries
1Category leader80
2Farfetch74
3You62
Measured across
Audit intakeSearch visibility request
Lead flow