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AI Customer Simulator

AI-powered agent training with realistic customer simulations inside Zendesk.

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CXperiences

About this app

CXperiences builds AI-powered training tools for customer support teams. Our mission is to help organizations onboard agents faster, reduce training costs, and improve the quality of every customer interaction. Learn more at https://cxperiences.com.

AI Customer Simulator

Transforms agent training by generating realistic, AI-powered customer responses directly inside Zendesk. When an agent replies to a training ticket, the simulator automatically responds as the customer — creating a full multi-turn conversation practice session without needing a real customer or a role-play partner.

Key Features

  • Automatic AI customer replies triggered by agent responses

  • Persona-based scenarios: Polite, Confused, Frustrated, and Angry customer types

  • Real-time coaching tips displayed in the agent sidebar

  • Configurable reply limits with automatic session completion

  • Trainer dashboard to monitor active sessions and agent progress

  • Works alongside the AI Ticket Generator app for end-to-end training workflows

Who It's For

Support team managers, training coordinators, and QA teams at companies of all sizes who want to accelerate agent onboarding and provide safe, repeatable practice scenarios.

How It Works

Tag a ticket to activate the simulator

Any ticket tagged with your configured training tag becomes a live simulation. The AI reads the full ticket context and takes on the role of the customer.

Agent replies, AI responds

Every time the agent submits a reply, the AI responds as the customer — agreeing, pushing back, escalating, or resolving — based on what the agent said and the ticket context.

Realistic response timing

Responses arrive after a configurable delay — between 30 seconds and 2 minutes by default — so the conversation feels natural, not instant.

Automatic response limit

Set a maximum number of AI responses per ticket to keep training sessions focused and prevent runaway simulations.

Pause and resume control

Agents can pause the simulation at any point directly from the sidebar, then resume when ready.

Works on any ticket

Simulations run on tickets generated by AI Ticket Generator or any manually created training ticket. No special setup beyond tagging.

Data and Privacy

AI Customer Simulator is designed exclusively for use on synthetic training tickets — it should never be used on real customer tickets. The app sends ticket subject lines and comment text to the OpenAI API (using your own OpenAI API key) solely to generate simulated training responses. CXperiences does not collect, store, log, or have access to your Zendesk ticket data, agent data, or customer data. All AI-generated content is written back into your Zendesk account as ticket comments and remains entirely under your control. OpenAI may retain API inputs per their own data usage policies. For full details, see our privacy policy at https://cxperiences.com/privacy.

Informatie over app

Installatie-instructies

  1. Deploy the webhook server to Railway using the instructions at https://github.com/fduartejr/ai-customer-simulator

  2. Enter your Railway server URL in the Webhook Server URL setting

  3. Optionally customize the Training Ticket Tag and Default Max Replies

  4. Create training tickets with the configured tag to begin agent training sessions

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