Milly Software
01Product search

An AI shopping assistant built for Shopify merchants who treat their catalog like infrastructure.

Drop-in widget. Reads metafields. Hits your real catalog. Adds to cart in-conversation. Try it live →

modelclaude-sonnet-4
searchhybrid · semantic + keyword
formatschat · search · slideout · banner
languagesauto-detect
install1 script tag
Get it on Shopify →Talk to sales →
Urban Armor Gear

Looking for a rugged case for my iPhone 17 Pro Max

Found 3 cases that match — Monarch Pro is the most rugged with 25 ft. drop protection, Civilian is the slim everyday pick at 20 ft., and Fibr Armr wraps in Kevlar® for a refined slim profile.

Monarch Pro iPhone 17 Pro Max CaseTrending

Monarch Pro iPhone 17 Pro Max Case

$84.95
Exclusive Civilian iPhone 17 Pro Max Case

Exclusive Civilian iPhone 17 Pro Max Case

$64.95
Fibr Armr iPhone 17 Pro Max Case

Fibr Armr iPhone 17 Pro Max Case

$99.95
Ask about our products…
Powered by Milly ChatMilly
●POST /api/chat/stream · 200 OK · 487ms|catalog: synced · live index|3 products returned
LIVE IN PRODUCTION
URBAN ARMOR GEAR
premium protective cases & accessories
MURF ELECTRIC BIKES
electric bikes & beach cruisers
DEAKO
whole home smart lighting
02Features

Everything the catalog knows, the widget uses.

Product searchHybrid semantic + keyword across title, description, and up to 50 metafields — auto-tuned to your catalog on install
Add to cartIn-chat variant picker · sticky ATC · native + headless
Knowledge baseManual entries · PDF · markdown · URL + sitemap sync
Response shapingNEWCurated Responses · Curated Collection · per-pattern corrections · global AI instructions
Conditional rulesURL · device · time · referrer · returning visitor · template library
QuizzesCSV import or admin builder · header re-trigger · plan-gated to Core
AnalyticsExposed/control conversion · ROI dashboard · replay search · post-purchase engagement
Lead captureNEWEmail + coupons · Maestra + HubSpot + Klaviyo · custom webhooks + per-rule overrides
Lead routingAI intent classification → CRM-per-intent (B2B · support · discount · partnership)
EngagementNEWProactive triggers · Maestra + Klaviyo back-in-stock · smart banner format
TicketsNEWHubSpot Tickets + Zendesk Tickets · auto-create from chat (not just contacts)
LanguagesAuto-detect from visitor locale · no setup
03Install

No code.
Live in a minute.

Install from the Shopify App Store in a few clicks — the widget auto-injects via the Theme App Extension, with all configuration in the dashboard and no theme code changes. Custom-distribution installs available for headless and partner setups.

Get it on Shopify →Talk to sales →
Reach out and we'll get back within one business day.
04From the blog

Notes from shipping it.

All insights →
engagementMarch 29, 2026

Measuring AI Chat Widget ROI on Shopify: How to Do It Honestly

8 min read · read →
engagementJune 11, 2026

Ask Claude About Your Store's Chat Performance

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updatesMay 29, 2026

Milly Chat in May 2026: Live on the Shopify App Store, Curated AI Output, and Auto-Apply Discounts

7 min read · read →