Hazel reads your full Zendesk instance (tickets, comments, users, organizations, satisfaction scores, SLA metrics) and answers business questions in plain English. No dashboards to build.
May 23, 2026
Hazel is an AI coworker that connects to your Zendesk instance and answers business questions about your support data the way an analyst would. Once installed, Hazel ingests your full ticket history, comment threads, user and organization records, satisfaction scores, and SLA response and resolution metrics, then refreshes every few hours. Ask Hazel about ticket volume trends week-over-week, the top reasons customers are contacting you, average resolution time by category, SLA compliance, CSAT by agent or topic, or how WISMO ticket volume tracks against order volume, and you get an answer with the numbers behind it. For consumer brands running on Zendesk, Hazel replaces the work of building Explore reports, exporting CSVs, and stitching ticket data against orders by hand, and it pairs Zendesk with Shopify, your ad platforms, email, subscriptions, and reviews so cross-source questions are a single prompt.
Hazel reads the Zendesk data that matters for running a consumer-brand CX team and lets you query it conversationally:
Hazel keeps the full historical record, so year-over-year ticket volume comparisons and seasonal projections (Mother's Day, BFCM, summer peak) work out of the box.
Common questions consumer brands ask about their Zendesk data:
"Show me SLA breach rate trend by team for last quarter."
"Which Intelligent triage tags correlate with refund risk?"
"Compare resolution time on Copilot-assisted vs. unassisted tickets."
"Pull CSAT by Zendesk organization for our top 20 B2B accounts."
"Look at the Zendesk tickets that resulted in a refund and help me understand why customers on a recurring subscription are cancelling."
"What is the average cost per ticket handled in Zendesk by a live agent vs. by AI agents. Advanced?"
"What's the cost-per-ticket delta between AI agents. Advanced and our live agent team this month?"
"Based on last year's data, when can we expect ticket volume to spike for the busy season?"
Connect from the Hazel app using admin access to your Zendesk instance. Authorization runs through Hazel's marketplace integration flow: one-time setup, and once Hazel has admin read access every ticket field, channel, and SLA policy is picked up automatically.
Full historical tickets (status, priority, type), comment threads, user profiles for customers and agents, organizations, satisfaction scores, and SLA metrics for response and resolution targets. No cap on lookback. Hazel pulls your whole Zendesk history.
Roughly every 6 hours, automatically.
Hazel reads your Zendesk SLA policies and tracks whether tickets met response and resolution targets at the policy level. You can ask Hazel for breach rates by team, by priority, or by ticket type without rebuilding the math in Explore.
Admin access to your Zendesk instance, authorized via Hazel's marketplace integration flow. Hazel only reads your helpdesk; it never writes tickets, replies, comments, or tag changes back to Zendesk.
Hazel works with Zendesk Support and Zendesk Suite. We read tickets, comments, users, organizations, SLAs, and CSAT. We do not currently read Zendesk Sell (CRM) or Tymeshift workforce data.
Zendesk has announced its own MCP client for AI agents and Copilot, and several vendors (Zapier, Merge, Composio, Swifteq, Workato, Pipedream) ship Zendesk MCP servers that let an LLM create tickets, update users, route conversations, or fetch ticket data on demand. Those are useful when you want an agent to *act* on Zendesk as part of a workflow.
Instead of giving an LLM raw API access to Zendesk on every prompt, Hazel pre-ingests your full helpdesk into an analytical store, then joins your support data with Shopify orders, ad spend, Klaviyo email, subscriptions (Recharge, Skio, Stay AI), and reviews (Yotpo, Okendo). Your team gets one conversational interface for the business questions a CX leader actually asks. Ticket volume trends, top contact drivers, products that generate the most tickets, SLA compliance, seasonal projections, agent performance, cost per ticket. No MCP setup, no per-prompt rate limits, no schema discovery, and the same analyst answers questions across every source you've connected.
If you specifically want MCP access to Hazel itself, that's available too. Ping us at https://calendly.com/clint-dunn/clint-hazel-intro.
Yes. Connect Hazel with admin access to your Zendesk instance via the marketplace integration flow. Setup is one-time and Hazel picks up every channel, ticket field, and SLA policy automatically.
Explore and the AI agents. Advanced reporting dashboard are great for live dashboards, AI agent coverage, and standard support KPIs inside Zendesk. AI-powered quick reports let you generate Explore reports in natural language. Hazel goes deeper: it ingests your full ticket and comment history into an analytical store, summarizes free-text conversations (cancellation reasons, product complaints, WISMO themes), joins your support data with Shopify orders, ad spend, Klaviyo email, subscriptions, and reviews, and answers ad-hoc business questions Explore isn't built for. Like "which products generate the most tickets per 1K orders" or "project ticket volume for the week before and after Mother's Day based on last year."
Zendesk's Analyst Copilot is an agentic analytics experience inside Explore that generates trend explanations in natural language. It's powerful for Zendesk-only analysis. Hazel does the same conversational analysis but across Zendesk + Shopify + Meta Ads + subscriptions (Recharge, Skio) + Klaviyo + reviews (Yotpo), not just inside the Zendesk dataset. If your question starts in Zendesk and ends in Shopify, Hazel answers it in one prompt.
eesel AI is a Zendesk-specialized analytics and agent platform. If Zendesk is your only data source, eesel is purpose-built for it. Hazel is for brands that want one conversational analyst across Zendesk, Shopify, ad spend, subscriptions, email, and reviews, so questions that cross sources ("which products generate the most tickets per 1K orders and what's the return rate on those same SKUs?") get answered in one prompt.
Those tools are Zendesk-focused and report-focused. You still pivot in a dashboard. Hazel is analyst-first and source-agnostic: ask any business question that touches CX, and Hazel answers in plain English, pulling Shopify, ads, subscriptions, or reviews into the same answer when the question crosses sources.
Roughly every 6 hours.
No. Hazel only reads. We never create tickets, send replies, modify comments, or change tags in your helpdesk.
Yes. Hazel reads comment threads, so you can ask things like "what are the top reasons customers gave for canceling subscriptions" or "summarize the most common complaints in tickets tagged 'shipping' over the past 30 days" and get a real answer drawn from the actual conversation text.
Yes. Hazel reads your Zendesk SLA policies and reports breach rates against response and resolution targets, by team, priority, or ticket type. You can ask for trends over time or get a snapshot of where SLAs are slipping.
Zendesk only records CSAT when a customer responds to the survey. Hazel reports against the responded-to sample, so the number is accurate, and you can ask Hazel for the CSAT response rate alongside the score.
Yes. Tickets per 1K orders, products driving the most tickets, WISMO volume vs. shipment volume, and cancellation reasons cross-referenced with subscription status are all one prompt. Connect Shopify and Zendesk and the join happens automatically.
Book a call and we'll walk through your Zendesk setup, the CX questions you want answered, and what the rollout looks like.
Hazel helps your team uncover new revenue, catch problems early, and make smarter, faster decisions before you even know what to ask.