B2B Team & User Flow Inspiration

Display Contextual Upgrade Prompts

Trigger personalized in-app upgrade messages when users hit usage limits or attempt to access premium features.
Use this workflow as
Copy this flow for your agent, document, team chat or other tool.

This workflow is designed for product and growth teams looking to increase conversions by delivering perfectly-timed upgrade prompts within the product experience. By identifying moments when users encounter limitations in their current plan, teams can present contextually relevant upgrade options exactly when users perceive maximum value.

The process begins by monitoring user activity to detect specific trigger events, such as approaching usage limits or attempting to access features not included in their current plan. When these moments occur, AI generates a personalized prompt that acknowledges the user's specific situation and clearly communicates the value of upgrading, using language tailored to their usage context.

Once created, the prompt is displayed within the application as a non-disruptive modal or notification, providing a frictionless path to upgrade. For users who dismiss the prompt, the workflow includes an optional follow-up email to reinforce the upgrade benefits. This approach significantly improves conversion rates by aligning upgrade messaging with moments of high user intent and perceived value.

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 Expansion Stage

Customer experiences

Find ideas for better experiences during the Expansion 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: Usage Limit Detection
1
Initiate the in-app upgrade prompt workflow when a user approaches or hits a usage limit or attempts to access a premium feature.
Trigger Trigger Event
Detect Access Limits
2
Detect when a user hits a limit or tries to access a feature they don't have.
Tool Call Data
Uses: Usage Analytics, Google Analytics, Mixpanel, Custom API
Generate Upgrade Prompt
3
Call LLM with the user's usage context to generate a personalized upgrade prompt.
LLM Call Direct Message
Uses: LLM, OpenAI, Anthropic, Google Gemini

Prompt

Create a concise, personalized in-app upgrade message for a user who has just {triggerEvent} (e.g., 'reached their limit of 5 dashboards'). The message should:

1. Acknowledge their specific situation
2. Explain the limitation they've encountered
3. Present the benefits of upgrading to the next tier
4. Include a clear call-to-action

Keep the tone helpful and solution-oriented rather than pushy. Limit to 3-4 sentences maximum for an in-app notification.

Display In-App Prompt
4
Display the prompt in-app as a modal or notification with a one-click action to upgrade or contact sales.
Tool Call Web Page
Uses: UI Notification, Custom Modal, Intercom, Drift
Send Follow-Up Email
5
If the prompt is dismissed, send a follow-up email after a day or two and log the outcome.
Tool Call Email
Uses: Email Automation, SendGrid, Mailchimp, Outreach.io

Craft buyer journeys for your prospects who are changing how they buy and get work done.

Craft a buying experience with one call to AI.
1. Call (813) 906-1084
2. Talk with Pathdraft AI 3. Get your plan by email
User Journey
Team Workflow
Prospect Experience
Customer Workflow
Agent Skill
Prompt Flow
Workflow Plan
User Journey
Team Workflow
Prospect Experience
Customer Workflow
Agent Skill
Prompt Flow
Workflow Plan