How Shopify Scales AI-Powered Sidekick to Millions of Merchants with Claude on Vertex AI

Shopify built Sidekick, an AI commerce assistant powered by Claude Sonnet on Google Vertex AI, enabling millions of merchants to reach their first sale in days instead of weeks.

Impact

< 24 hours

Model Upgrade Deployment

Days instead of weeks

Time to First Sale

Millions

Merchants Served

Challenge

Needed to support millions of merchants globally with personalized, always-available AI assistance at scale with high accuracy.

Solution

Built Sidekick AI commerce assistant powered by Claude Sonnet 4.5 on Google Vertex AI, with advanced reasoning and tool-calling for expert-level merchant guidance.

Tools & Technologies

What Leaders Say

The combination of Claude and Vertex AI helps us empower millions of merchants with our AI-enabled commerce assistant, Sidekick.

Andrew McNamara, Director of Applied AI, Shopify
Get the full story.

Sign up to read complete case studies, access detailed metrics, and unlock all use cases.

Full Story

Shopify needed to support millions of merchants globally with personalized, always-available AI assistance. The platform required a large language model capable of understanding merchant needs and delivering highly accurate results at scale.

Shopify built Sidekick, an AI-enabled commerce assistant powered by Claude Sonnet (upgraded to Claude Sonnet 4.5) running on Google Cloud Vertex AI. The solution combines conversational AI with advanced reasoning and tool-calling capabilities to provide expert-level guidance on store setup, marketing strategy, and business operations.

The upgrade from Claude Sonnet 4.0 to 4.5 was deployed to production in less than 24 hours. New entrepreneurs can now reach their first sale in days instead of weeks. Merchants describe Sidekick as a lifeline for small businesses.

Similar Cases

S
Super-Pharm
50% to 90%
inventory accuracy

Super-Pharm leveraged Google Vertex AI for ML-powered demand forecasting, improving inventory accuracy from 50% to 90% and making forecasting 10x more efficient.

RetailGVGoogle Vertex AIGBGoogle BigQuery
M
Morrisons
98.96%
data reporting lag reduction

Morrisons, one of the UK’s largest supermarkets serving nine million customers weekly across 500 stores, migrated its on-premise data warehouse to BigQuery and Looker, reducing reporting lag by 98.96% from one day to 15 minutes. Real-time data now powers Vertex AI demand forecasting models and a customer-facing Product Finder app that receives 50,000 hits per day during peak periods.

RetailBBigQueryVAVertex AI
E
Etsy
~80x
listings per theme increase via algotorial curation

Etsy, the global marketplace for handcrafted and vintage goods, serves nearly 90 million buyers across more than 130 million listings from 5 million sellers. Using Vertex AI, BigQuery, Dataflow, and Gemini, the company built a personalized search and discovery platform it calls “algotorial curation” — increasing listings per theme by 80x, driving a 5% lift in SEO-driven visits, and delivering a 3% conversion improvement for sellers.

RetailBBigQueryVAVertex AI
GF
Grupo Falabella
3x
growth in whatsapp conversations

Grupo Falabella, one of Latin America's largest retailers, deployed Salesforce Agentforce on WhatsApp to autonomously handle customer service inquiries across seven countries. The AI agent resolves 60% of requests without human intervention, operates 24/7, and has driven a 3x increase in WhatsApp conversations in just three months — shifting customer support away from costly phone channels.

RetailAAgentforceA3Agentforce 360 Platform
R
Rakuten
~50% reduction
mean time to recovery

Rakuten integrated OpenAI Codex into incident response, CI/CD pipelines, and autonomous development — cutting mean time to recovery by 50% and compressing quarter-long projects into weeks.

RetailOCOpenAI Codex
CW
Camping World
40%
customer engagement increase

Camping World deployed IBM watsonx Assistant as a virtual agent named Arvee across all web properties, increasing customer engagement by 40% and improving agent efficiency by 33%.

RetailIWIBM watsonx AssistantICIBM Consulting
E
EVERSANA
30 minutes
campaign development time

EVERSANA built the first AI-powered marketing agency platform on Google Cloud using three master AI agents that create complete pharma campaigns in 30 minutes.

PharmaceuticalsGGGoogle GeminiGVGoogle Vertex AI