B2B Team & User Flow Inspiration

Prepare Sales Call Research Brief

Aggregates prospect data, summarizes key insights, and distributes a research brief for sales call preparation.
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This workflow is designed for sales teams preparing for upcoming calls by automating the research process. It aggregates relevant data from multiple sources to build a comprehensive view of the prospect's company and recent activities, enabling sales reps to enter calls well-informed and ready to address potential pain points.

The workflow begins with a trigger event when a sales call is scheduled, then initiates pre-call research by gathering company intelligence via data aggregation tools such as Clearbit and custom HTTP APIs. The collected data is fed into an AI model that summarizes the research findings into a concise briefing, highlighting key insights and potential conversation starters.

Finally, the workflow distributes the prepared research brief to the salesperson through email or direct messaging, ensuring that the rep has all necessary information at hand. This systematic approach reduces manual effort, improves call readiness, and ultimately supports more effective and engaging sales conversations.

Who this Agentic Workflow Is For

For Product Marketers and GTM Teams

Customer experiences

Get ideas for agent-powered experiences that help prospects, users, customers, and partners discover, evaluate, and get value from your product.

Team workflows

Find new ways to improve the internal workflows your team uses to launch, position, sell, support, and grow those experiences across marketing, sales, growth, and success.

For Product Builders

Customer experiences

See examples of agent experiences you can build for prospects, users, customers, and partners.

Team workflows

Discover team workflows you can turn into internal agents, automations, and tools that save time and reduce manual work.

For Teams Focused on the Decision Stage

Customer experiences

Find ideas for better experiences during the Decision stage of the buyer or customer journey.

Team workflows

Explore internal workflows that help your team support that stage more effectively.

Make it Yours

Use this example as a starting point, not a fixed recipe.

Copy the flow above as a prompt, markdown, skill, or mermaid diagrom. Adjust the steps, tools, agent and human involvement to fit your real workflow. Then test where users actually get value or drop off.

Trigger
1
Initiate the sales call prep research workflow when a call is scheduled 24 hours in advance.
Trigger Trigger Event
Initiate Pre-Call Research
2
Start the research process by triggering data collection for the prospect’s company and key personnel.
Tool Call Workflow
Uses: Workflow Automation, Zapier, Integromat, n8n
Gather Company Intelligence
3
Collect company basics and recent news articles using APIs and data aggregation tools.
Tool Call Data
Uses: Data Aggregation, Clearbit, HTTP API, Custom Scraper
Summarize Research Findings
4
Use an LLM to generate a concise summary of the gathered information into a research brief.
LLM Call Document
Uses: LLM, OpenAi, Anthropic, Google Gemini

Prompt

Using the data from {companyData}, summarize the key points including company background, recent news, and potential pain points into a concise research brief for a sales call.

Highlight Key Insights
5
Analyze the summarized research to extract potential pain points and conversation starters.
Tool Call Report
Uses: Data Analytics, Python, NLP Libraries, SpaCy
Distribute Prep Brief
6
Send the finalized research brief to the salesperson via email or direct messaging, and log the distribution in the CRM.
Tool Call Email
Uses: Email Automation, Slack API, Salesforce, HubSpot

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User Journey
Team Workflow
Prospect Experience
Customer Workflow
Agent Skill
Prompt Flow
Workflow Plan