Creating roleplay agents — overview

Learn all the ways to create roleplay agents in Outdoo—from existing calls, prompts, templates, files, variations, and more—with links to detailed guides for each method.

Outdoo offers several methods for creating a roleplay agent, ranging from a single written prompt to a full multi-persona buying committee, each suited to a different scenario or set of source material. If you are not sure which method fits your situation, see our full guide on choosing a method.

Watch: How to Create a Roleplay Agent from Scratch (Full Setup Guide)

Creation methods

Outdoo supports several ways to build an agent, from a single prompt to a full buying committee. Pick whichever matches the material you have on hand and the scenario you want to practice.

Create Roleplay Agent menu showing single agent and multi persona agent optionsThe agent creation menu, where you choose between a single buyer persona and a multi-persona buying committee.

Method

Description

Best for

Guide

From Existing Calls

Upload a call or connect Gong. Outdoo extracts buyer patterns and creates a Digital Twin.

Most realistic training

Creating agents from existing calls

From a Call Transcript

Paste in a call transcript instead of a recording. Outdoo builds a buyer persona from the text alone.

Teams without call recordings

Creating an agent from a call transcript

Create Variations

Auto-generate new personas, scenarios, and voices from an existing agent.

Scaling training volume

Creating roleplay agent variations

Clone for New Sales Stages

Reuse an existing agent for discovery, pricing, or negotiation.

Consistency across the sales cycle

Cloning and reusing roleplay agents

From Prompt

Create an agent instantly from a short written description of the buyer and scenario.

Fast persona creation

Creating agents from prompts

From Template

Start from ready-made templates for cold calls, discovery, demos, and other common scenarios.

Structured, repeatable simulations

Creating agents using templates

From File or Resource

Attach product docs, playbooks, or call scripts to ground the agent in real materials.

Factual accuracy, persona fidelity

Creating agents from files or resources

Multi-Persona

Build a buying committee of several AI personas who join the same session.

Practicing group and stakeholder conversations

Creating a multi-persona agent

In-Person

Configure an agent for face-to-face training such as on-site meetings and product demos.

Practicing structure and logic without a live call

Creating an in-person roleplay agent

Video Avatar

Add a video avatar so the agent appears on camera during the session.

Rehearsing video calls and in-person presence

Creating a video avatar roleplay agent

Micro-Learning

Train on one section of a conversation, such as objection handling or pricing, instead of a full call.

Short, focused practice reps

Creating a micro-learning roleplay agent

Workflow-Enabled

Turn a real business process into a guided practice exercise reps step through.

Process and systems training

Creating a workflow simulation

From a LinkedIn Profile

Build a persona directly from a prospect's LinkedIn profile.

Personalizing practice to a real target account

Creating an agent from a LinkedIn profile

From existing calls

Use a real sales call to build the most accurate simulation. Outdoo extracts buyer personality, objections, tone, and communication patterns from the recording. This works well for SDR cold call reviews, AE discovery calls, pricing conversations, and customer success renewals.

From prompt

Write a short description covering the persona, company, mindset, and call context. Outdoo generates a complete agent with persona traits, objections, emotional tone, and conversation style. This is the fastest way to create a new agent.

From file or resource

Attach product documentation, a pricing guide, a sales playbook, or any other document from your Resources library. The agent uses the content to stay accurate on facts and align to your specific messaging.

Other creation methods

A few methods are built for more specific situations:

  • From a call transcript: paste a transcript directly and Outdoo builds the persona from the text, no recording needed.
  • Multi-persona: create a buying committee for teams practicing to handle multiple stakeholders at once.
  • In-person: configure the agent for face-to-face training instead of a phone or video call.
  • Video avatar: add a video avatar so the agent is visible on camera during the session.
  • Micro-learning: narrow practice down to one section of a call, such as objection handling.
  • Workflow-enabled: turn a real business process into a guided exercise reps step through.
  • From a LinkedIn profile: build a persona directly from a prospect's LinkedIn profile when you want practice tailored to a specific target account.

Variations and cloning

Once you have an agent that works, you do not need to build from scratch for every variation. Use Variations to generate new personas, scenarios, or voice styles from an existing agent. Use Clone to take the same buyer persona into a different sales stage, such as discovery, demo, pricing, or negotiation, updating the objections and scorecard for each context.

Organising your agents

Folders help you group agents by product line, skill area, learning path, or cohort. You can share entire folders with your team or attach them to Courses and Call Blitz sessions.

See Organising roleplay agents into folders.