Funnel
A marketing or sales funnel tracks customer progress from awareness to purchase through defined stages.
A marketing or sales funnel is a way to visualize the customer's journey. It starts with potential customers becoming aware of a product or service and ends with them making a purchase.
Think of it like a sieve. Many people might enter the top (awareness), but fewer make it to the bottom (purchase). Each stage represents a step where some people drop out, and others continue. Businesses use funnels to understand where customers are getting stuck and how to improve their marketing and sales efforts.
A marketing or sales funnel represents the customer's path from initial contact to conversion. It is typically depicted as a series of stages, such as awareness, interest, consideration, and decision. Each stage has a conversion rate, and the funnel's effectiveness is measured by the overall conversion rate from the top to the bottom.
AI tools can be used to analyze funnel data, predict customer behavior at different stages, and automate outreach to move prospects through the funnel more efficiently. For example, AI can personalize marketing messages based on a customer's position in the funnel.
The term 'funnel' is appearing in AI news as companies explore how their models can be used to analyze and optimize customer journeys. Specifically, OpenAI's use of ChatGPT Work to build dashboards from business questions suggests an application in understanding and improving sales or marketing funnels by turning raw data into actionable insights.
- Use ChatGPT Work to build dashboards from a business questionOpenAI · OpenAI on YouTube ·
- OpenAI ChatGPT
- OpenAI's ChatGPT Work can be used to build dashboards that analyze customer data, potentially to understand and optimize marketing or sales funnels.
- Data Pipeline
- A data pipeline is a series of data processing steps, not a custo
- Sales Funnel
- While related, 'sales funnel' specifically refers to the stages in
The concept of the marketing funnel originated in the late 19th century, with E. St. Elmo Lewis's AIDA model (Awareness, Interest, Desire, Action). It has since evolved and been adapted across marketing and sales. Source ↗
Ask ChatGPT to explain the AIDA marketing model. Then, ask it to describe how a company selling online courses might use this model to attract and convert students. You can also ask it to generate a simple example of a customer journey for a new app.
The Playbook: reusable how-tos, prompts, configs and tips pulled out of the news.
- WorkflowBuild interactive dashboards from business questions using ChatGPT WorkUse ChatGPT Work to turn a business question into an interactive dashboard with visualizations and data refresh controls. · 30 min
- PromptRole-play a student struggling with math for AI tutor simulationSimulate a student's math struggles and uncertainty for AI tutor evaluation. · 5 min
- TemplateReusable workflow templates for healthcare teamsTeams can create and share templates for common workflows like documentation or prior authorizations. · 15 min
- TemplateTemplate for building an AI tool tailored to your workA structured approach to defining and building a custom AI tool for specific business needs. · 15 min
- TemplateEvals CSV prompt list for agent skillsA CSV file template for listing prompts used in evaluating agent skills. · 20 min
Questions people ask
- What are the typical stages of a marketing funnel?
- Common stages include Awareness, Interest, Consideration, Intent, Evaluation, and Purchase. The exact stages can vary depending on the business and industry.
- How does AI help with marketing funnels?
- AI can analyze customer data to predict behavior, personalize marketing messages, automate outreach, and optimize ad spend to improve conversion rates at each stage of the funnel.
First seen on Subvolts Sep 18, 2026. Updated Sep 25, 2026. Written by an AI model from the items above and reviewed against them weekly; report an error.