Merchandising Studio

Monitor your visibility on AI. When a shopper asks an AI engine for advice in your category, the response often includes a product recommendation. Fabric shows you whether your products are suggested and how frequently they show up compared to competitors.

AI Visibility

ChatGPT

Perplexity

Gemini

Claude

What we found

Your rain shells appear in the top three across every engine, yet thin sizing and care details cost roughly 14% of eligible answers — the fastest win to climb even higher this quarter.

Where you're citedTracking 24/7

Trustpilot4.6 ★ · 1,284 verified reviews

cited

r/femalefashionadviceRecommended across 9 threads

cited

NYT WirecutterTop pick · Packable rain shells

cited

Good HousekeepingTested & Approved seal

cited

+124 more sources tracked

Spot trends. Fabric surfaces what shoppers are asking about each product and category in your catalog, and which questions signal the strongest buying intent.

Search shopper prompts

Best gift for a gardener?

High

Durable rain jacket under $200

High

Jeans similar to Everlane fits

Medium

Machine-washable area rugs

Medium

Gifts for a coffee lover

Low

Be competitive. See how frequently competitors and their products are cited in relevant conversations.

Serena & Lily88%

Lulu and Georgia74%

IKEA66%

Ruggable51%

West Elm44%

Anthropologie37%

See what’s working. Evaluate your product data by what’s important in every product attribute to description, FAQ to image alt text. Identify major and minor gaps, and move quickly to find solutions.

Attributes

Good

Title

Good

FAQs

Good

Description

Needs work

Image alt text

Needs work

LLM-Optimized meta tags

Poor

Optimize your commerce data in minutes. Enrich product descriptions, flesh out attributes, create brand content, and draft thorough FAQs to create the context that AI engines need. All aligned to your brand guidelines.

https://flamehouse.com/products/gz-dome-ob

Home/Products

alt text

Gozney Dome — OB

$1,799.00

SKU GZ-DOME-OB·GTIN

Add to cart

Pizza oven, olive. Dual fuel. See manual for full details.

Product details2 of 8 fields

Material

Fuel typeGas

Max temperature

Cook capacity

Dimensions

Weight58 kg

Warranty

Best for

Your product page before Fabric14/100 answerable

https://flamehouse.com/products/gz-dome-ob

Home/Outdoor Cooking/Pizza Ovens/Gozney Dome

Gozney Dome dual-fuel pizza oven in olive, front view, door open

alt text

Gozney Dome Outdoor Pizza Oven — Dual Fuel Wood & Gas, 950°F, Olive Green

$1,799.00In stockFree 2-day shipping4.8 (312 reviews)

SKU GZ-DOME-OB·GTIN5060714120021

Add to cart

A dual-fuel stone-baked oven that reaches 950°F in 20 minutes — 60-second Neapolitan pizza, plus roasting, baking, and smoking for 4 to 6 people. Switch from wood to gas mid-cook without tools.

Product details8 of 8 fields

MaterialStainless steel · cordierite stone

Fuel typeWood & gas (dual fuel)

Max temperature950°F / 500°C

Cook capacity14 in pizza · 4–6 people

Dimensions28.5 × 22.7 × 30.7 in

Weight128 lb / 58 kg

Warranty5 years, registered

Best forNeapolitan pizza, roasting, smoking

Best forBackyard entertainingNeapolitan pizza at homeBeginner-friendlyYear-round outdoor cooking

Can I cook with it through the winter?Yes. The insulated dome holds 750°F+ in freezing temperatures; store it under the cover between cooks.

Your product page after Fabric96/100 answerable

Set your brand rules. Upload your brand and tone-of-voice guidelines once, and every ongoing enrichment is written to follow them.

Tone of voice

ConfidentWarmPreciseSustainable

Brand guidelines

Brand Guidelines.pdf2.4 MB

Tone of Voice.docx312 KB

Sustainability Charter.pdf1.8 MB

Work in groups. Select products by category or by what needs work, then enrich and update them in bulk.

All productsOuterwearNeeds work

ProductStatus

Gozney Dome Pizza OvenGZ-DOME-OB

Ready to publish

Big Green Egg 2XL BundleBGE-2XL-KIT

Enriching

Bamboo Drawer DividersSA-BMB-6PK

Published

Pro Plan Adult ChickenPPP-CHK-30

In review

3 selectedActions

Pull from every source. Spec sheets, supplier data, manufacturer sites, and customer reviews all feed the same product record.

Sources checked

Product spec sheetDescription

Supplier dataWeb

Customer reviews1,284

Manufacturer siteWeb

Activate quickly. Review and publish all your changes with just one click.

All productsOuterwearNeeds work

ProductCategoryStatus

Gozney Dome Pizza OvenGZ-DOME-OB

Outdoor Cooking

Ready to publish

Big Green Egg 2XL BundleBGE-2XL-KIT

Grills & Smokers

Enriching

Bamboo Drawer DividersSA-BMB-6PK

Home Organization

Published

Pro Plan Adult ChickenPPP-CHK-30

Dog Food

In review

Floral Tiered Maxi DressWD-FLRL-M

Dresses

Not enriched

142 selectedPublish

Publishing 142 productsLive

ChatGPTLive

PerplexityLive

GeminiLive

ClaudeLive

WebsiteLive

ACPACP product feedLive

UCPUCP product feedLive

Connect your data. Bring in your catalog from Shopify, Salesforce, file, or any system with an API, and keep it in sync.

ShopifyConnected

Storeacmegear.com

Catalog12,480 SKUs

Last sync2m ago

SalesforceConnect

File uploadCSV, XML, JSONConnect

Supplier sourcesAdd source

SFTPAcme GearNightly · 12,480 SKUs

APINordhaus SupplyHourly · 3,240 SKUs

FILEVerrano WholesaleCSV · 860 SKUs

Publish from one catalog. Maintain a single set of product data and send it to every AI engine, marketplace, and channel you sell on.

Live everywhere

Measure continuously. Connect your Google Analytics data and track your evolution over time.

Sessions

Add to Cart

Purchase Revenue

Google Analytics · last 14 weeks

Enriched PDPs share of sessions28.6%

All PDPs sessionsEnriched PDPs sessionsEnriched share of sessionsEnrichment published

See what works. Set experiments and test out the strategy that works best for you.

Experiment · Rain Shell+18% lift

Control62

Variant BWinner80

The enriched products had richer specs and care details — lifting answer inclusion by 18% over the control.

Learn and improve. Keep tracking and improving your product data with all the signals and intent Fabric collects.

Recommended actions6 new insights

Add care instructionsHigh

Fill 3 missing sizesHigh

Clarify materialsMed

Tag seasonal categoriesMed

Add lifestyle imageryLow

Answer 5 common questionsLow

Onboard your products effortlessly. Connect your supplier sites, B2B portals, spec sheets, and files. Fabric reads them, validates what it finds, and builds enriched products ready to activate.

Supplier sites24 domains · nightly

B2B portalsSigned-in price & stock

Spec sheets & filesPDF, CSV, XML, XLSX

Fabric

ReadPages, PDFs, feeds

ValidateDedupe, match, units

BuildSKUs, variants, attributes

EnrichCopy, FAQs, images

New products128 this week

Trail 30L PackNordhaus · 42 attributesNew

Merino Base LayerVerrano · 38 attributesNew

Alpine Shell 3LAcme Gear · 45 attributesNew

Camp Stove DuoBramwell · 40 attributesNew

Ready for activation

Need dropship and supplier sourcing?See Dropship

Meet Merchandising Studio

Gozney Dome — OB

Gozney Dome Outdoor Pizza Oven — Dual Fuel Wood & Gas, 950°F, Olive Green

See how your brand shows up
on AI channels.

Meet Merchandising Studio

Gozney Dome — OB

Gozney Dome Outdoor Pizza Oven — Dual Fuel Wood & Gas, 950°F, Olive Green

See how your brand shows upon AI channels.on AI channels.

See how your brand shows up
on AI channels.