B2B Team & User Flow Inspiration

Qualify Leads with Conversational AI Chatbot

Deploys an intelligent chatbot on high-intent pages to engage visitors, ask qualification questions, and route qualified leads to sales while providing resources to others.
Use this workflow as
Copy this flow for your agent, document, team chat or other tool.

This workflow is designed for marketing and sales teams seeking to efficiently qualify website visitors at scale without requiring human intervention for initial screening. By deploying a conversational AI chatbot on high-intent pages like pricing or demo pages, teams can engage interested prospects the moment they signal buying intent.

The chatbot initiates a natural conversation with visitors and intelligently guides them through a series of qualification questions about company size, budget, timeline, and specific needs. Using LLM technology, the chatbot can maintain a conversational flow that feels natural while gathering critical qualification data. Based on the responses, the AI analyzes whether the lead meets your qualification criteria and routes them accordingly.

For qualified leads, the chatbot seamlessly offers to schedule a call with sales, reducing friction in the booking process. For visitors who don't meet qualification criteria, it provides relevant self-service resources instead, ensuring every interaction adds value. All interactions are logged in your CRM, providing valuable data for future marketing efforts. This approach typically increases qualified sales conversations by 25-40% while reducing the time sales teams spend on unqualified leads.

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 Consideration Stage

Customer experiences

Find ideas for better experiences during the Consideration 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 High-Intent Page Visit
1
Initiate the qualification workflow when a visitor lands on a high-intent page like pricing or demo request.
Trigger Trigger Event
Deploy Conversational Chatbot
2
When a visitor lands on the pricing or demo page, trigger an AI chatbot to engage them with a personalized greeting.
Tool Call Interactive Tool
Uses: Chatbot Platform, Intercom, Drift, Zendesk Chat
Generate Qualification Questions
3
Use an LLM to create and adapt questions based on the prospect's previous answers, maintaining a natural conversation flow.
LLM Call Chat
Uses: LLM, OpenAI, Anthropic, Google Gemini

Prompt

You are a friendly, helpful qualification chatbot for {companyName}, a {productDescription}. Based on the conversation so far with the website visitor and their previous responses, generate the next qualification question to ask. Maintain a natural, conversational tone. Adapt your questions based on their previous answers.

Conversation history: {conversationHistory}

Previous qualification questions asked: {previousQuestions}

Qualification criteria we need to assess:
- Company size/number of employees
- Current solution they're using
- Budget range
- Decision timeline
- Key pain points
- Decision-making authority

Generate the next question that feels natural and conversational, not like an interrogation. If you've gathered enough information in a particular area, move to a different qualification criterion.

Evaluate Lead Qualification
4
Analyze the responses using an LLM to determine if the lead meets your qualification criteria and provide a qualification score.
LLM Call Data
Uses: LLM, OpenAI, Anthropic, Google Gemini

Prompt

Based on the following conversation with a potential lead, evaluate whether they meet our qualification criteria. Our ideal customer profile is: {idealCustomerProfile}.

Conversation transcript: {conversationTranscript}

Please analyze the lead based on the following criteria and assign a qualification score (1-100) for each:
1. Company size/fit (target: {targetCompanySize})
2. Budget alignment (target: {targetBudget})
3. Timeline (target: within {targetTimeline})
4. Pain points alignment (key pain points we solve: {keyPainPoints})
5. Decision-making authority (needs to be manager level or above)

For each criterion, extract relevant information from the conversation, assign a score, and provide brief reasoning. Then calculate an overall qualification score (weighted average) and recommend whether this lead should be passed to sales or provided self-service resources.

Offer Call Scheduling
5
If the lead qualifies, have the bot offer to schedule a 15-minute call via a calendar API.
Tool Call Event
Uses: Calendar API, Calendly, Google Calendar API, Acuity Scheduling
Generate Custom Resource Recommendations
6
For non-qualified leads, use an LLM to recommend specific resources tailored to their needs and stage.
LLM Call Document
Uses: LLM, OpenAI, Anthropic, Google Gemini

Prompt

Based on the conversation with a visitor who doesn't meet our full qualification criteria, suggest 2-3 specific resources from our content library that would be most helpful for them. Their main interests/pain points appear to be {identifiedInterests}.

Available resources:
{resourceLibrary}

Provide a brief, friendly message explaining why these specific resources would be valuable to them, and include the appropriate links. The tone should be helpful, not pushy, and should leave the door open for them to engage with sales in the future when they're ready.

Log Interaction in CRM
7
Record the full conversation, qualification assessment, and next steps in the CRM for follow-up and analytics.
Tool Call Data
Uses: CRM, Salesforce, HubSpot, Zoho CRM

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Workflow Plan