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How a Shopify Store Reduced Support Tickets by 78% Using AI Voice Agents

A DTC fashion brand was drowning in repetitive WISMO queries. See how they deployed Callsup AI voice agents in 48 hours and cut their support load in half — without hiring a single new agent.

AM

Aryan Mehta

Head of Growth · April 15, 2026 · 8 min read

The Problem: 400 Support Tickets a Day, 3 Agents

StyleHive — a direct-to-consumer fashion brand running on Shopify — was processing roughly 3,200 orders per week by late 2025. Their support inbox told a different story: 400+ tickets per day, 68% of which were some variation of "Where is my order?"

Three support agents were handling the load. Average first-response time had climbed to 9 hours. Customer satisfaction (CSAT) scores had dropped from 4.6 to 3.8 out of 5 in six months. The founder, Priya, was losing sleep over it.

"We were hiring people just to answer the same question over and over again. It wasn't sustainable. We needed a machine to do the repetitive stuff so our humans could focus on the hard problems."
— Priya, Founder of StyleHive

What They Tried Before

Before Callsup, StyleHive tried two approaches:

  • A static FAQ chatbot — It answered broad questions but had no access to order data. Customers quickly figured out it couldn't help them and escalated anyway.
  • Hiring a BPO team — They outsourced overnight support to a vendor. Quality was inconsistent, and the vendor couldn't handle the nuance of Shopify-specific issues like partial refunds or bundle orders.
  • Neither solved the core issue: customers wanted real-time, accurate answers about their specific orders.

    The Callsup Solution

    StyleHive connected Callsup to their Shopify store in 48 hours using the native Shopify integration. No code required — just OAuth and a five-minute configuration session.

    Here's what the setup looked like:

    Step 1: Shopify Sync

    Callsup automatically synced the store's product catalog, order history, and fulfillment data. When a customer asked "Where is my order?" the AI agent could look up the order by email or order number in real time and respond with the exact shipping status, carrier, and estimated delivery date.

    Step 2: Knowledge Base Upload

    StyleHive uploaded their return policy, sizing guide, and care instructions as PDFs. Callsup's document processor chunked and indexed the content using vector embeddings. The AI could now answer nuanced questions like "Can I return a sale item?" with the exact policy language.

    Step 3: Callsup Widget Deployment

    They pasted a single

    How a Shopify Store Reduced Support Tickets by 78% Using AI Voice Agents — Callsup Blog