Deal Agent Overview

Objective

This article explains how Outreach Admins can set up the Deal Agent to get AI-generated insights for sales methodology and opportunity fields to reduce the manual data entry work for sales reps so that they can focus more on selling-related activities

Applies To

• Outreach admins
• Outreach users

Overview

Deal Agent is built for Account Executives who manage opportunities daily in CRM and Outreach. It transforms meeting conversations into accurate, reviewable deal insights and opportunity field recommendations, which you can manually/auto accept, ensuring critical deal context is never lost.

Benefits:

• Minimizes manual data entry for sellers

• Ensures consistent application of the sales methodology

• Improves data accuracy for forecasting and reporting

Enabling AI Suggested Deal Updates

Sales Methodology

Suggested Deal Updates provide AI-generated insights for Sales Methodology fields, helping sellers reduce manual input and stay aligned with the sales process.

How to Enable:

• Navigate to  Side panel > AI agents> Deal agent > Sales methodology tab.

• Select a sales methodology that is relevant for your organization. Outreach supports MEDDPICC, MEDDIC, Identify pain & champion as standard methodologies & also gives you flexibility to configure a custom sales methodology

• Let's say you choose MEDDPICC, you will land on pre-defined fields & prompts

  

Map the relevant Outreach fields to the respective methodologies fields to complete the setup

You can also set the order of MEDDPICC fields by dragging 

Note- You can't edit the prompt for standard sales methodology fields like MEDDPICC, however you can add custom fields with editable prompts

Adding custom fields

You can add custom fields by clicking on the add field button(see above snapshot)

• Define the following for a custom field
  • Name of the field
  • Guide the Deal Agent on the information it should look for
  • Appearance: One line, two lines, bullet points, short paragraph, or prospect name
  • Opportunity field mapping
  • Update criteria: Auto update, Auto update if only vacant, or Update only after confirmation

You can also preview the results as shown above before enabling insights for a given field.

For a custom methodology, choose Custom methodology & follow the same process defined above for adding custom fields.

To learn about the Sales methodology field experience in the opportunity list-view, click here. 

Opportunity fields

How to Enable:

• Navigate to  Side panel > AI agents> Deal agent > Opportunity fields tab.

• Next steps field is active by default for deal agent insights.

• Follow the same process as defined here to enable insights for custom opportunity fields

Best practices for instructing the Deal agent

The Deal Agent doesn't just summarize meetings; it acts as a digital sales analyst that monitors your deals across multiple conversations. To get the best recommendations, your instructions should focus on what specific signals to look for.

Because the Deal Agent is "silent by default," it will only provide a recommendation if it finds explicit evidence in the transcripts. Use the following best practices to ensure your team gets high-signal, actionable CRM updates without the noise.

To ensure a quality insight is generated, you should share exactly what evidence the AI should look for.

• Vague: "Tell me about the budget."

• Precise: "Identify the specific dollar amount, budget cycle (e.g., Q3), or the name of the department funding this project."

Here are a few example prompts optimized for the Deal Agent's multi-meeting context:

1. Economic Buyer

The Goal: Identify the person with the "Power" and their specific stance on the deal.

Recommended Prompt: "Identify the individual(s) mentioned as having final budget or signature authority. Beyond just a name and title, summarize their specific criteria for ROI or any personal 'win' they've associated with this project. If multiple stakeholders are involved, synthesize the current consensus on our solution from the person with the highest authority."

2. Competitors

The Goal: Move beyond a "list of names" to understand the threat level and sentiment.

Recommended Prompt: "Extract any mentions of competing vendors, incumbent solutions, or 'do-nothing' internal processes. Focus on the prospect's specific comparison points (e.g., price, features, or ease of use). If the prospect mentions a preference for a competitor, summarize the 'why' behind that preference so the team can adjust the win strategy."

3. Closed Lost Reason

The Goal: A retrospective synthesis of exactly why the deal did not close, identifying the "primary driver" vs. "contributing factors."

Recommended Prompt: "Identify the definitive reason the prospect decided not to move forward. Synthesize the final decision-making criteria mentioned, distinguishing between the Primary Reason (e.g., a specific competitor win, a hard budget cut, or a missing technical requirement) and any Secondary Friction Points that slowed the deal down. Ensure the summary captures the prospect’s final stance."

4. Renewal Risk

The Goal: Early detection of "Churn Signals" or declining usage/sentiment.

Recommended Prompt: "Analyze all recent meetings for 'red flag' signals regarding the current partnership. Look for mentions of budget cuts, dissatisfaction with support, or the evaluation of alternative tools. Highlight any instances where the customer mentions a lack of realized value or a change in the internal team that originally championed our product."

AI insights listed for each field

AI-generated insights help sellers quickly update fields using relevant content from meetings linked to the opportunity.

• For each field that has insights enabled, up to one AI-generated insight may be available.

• Sparkles appear next to the Opportunity name, denoting the number of fields with insights available for that Opportunity.
• Clicking in the sparkle will open the slide-out pane > Insights tab where user can see AI generated deal summary, suggested updated pending acceptance and auto-updated suggestions
  

• Clicking  on a field name under suggested updates will open the edit opportunity side panel highlighting the clicked field as shown below

  

• Sellers can:

  • Accept an insight

  • Dismiss an insight.

  • Click Copy to insert the insight into the field & then edit it as required.

Source Details:

Each source includes:

• Meeting title

• Transcript excerpt where the topic was discussed

• Timestamp showing when the topic was mentioned (e.g., 5:39)

• Date of the meeting

• Clicking on a timestamp opens the meeting recording in a new tab, and starts playing from that exact moment.

Opportunity List View – Sales Methodology Column

• Each field appears as an initial (e.g., M, E, D…).

• If a sparkle appears on an initial, it means AI insights are available for that field in that opportunity.

Opportunity Slide-Out – Methodology Tab

• Sparkles appear on the initials at the top of the Methodology tab.

• This signals that insights are available for those fields below.

Field-Level (Inside Methodology Tab)

• Within each individual Sales Methodology field section, the sparkle is shown near the insight card if suggestions are available.

These visual cues help sellers quickly identify where they can leverage AI to reduce manual effort and improve deal accuracy.

AI-generated deal summary

AI-generated Deal Summary automatically transforms meetings, emails, and CRM data into a clear, structured snapshot of deal health, intent, risks, and next steps — giving sellers instant, trustworthy deal clarity.

You can view the summary under the Insights tab in the opportunity side panel

FAQs: