AI in marketing
Understanding the building blocks of Martech or GTM-tech products
1. If you are building in Martech or GTM-tech space, understanding the building blocks of marketing will help you in understanding where AI can be applicable.
2. There are five key elements in marketing.
a. Segments: Identifying and understanding your target audience
b. Content: Creating messages and materials that resonate with those audiences
c. Delivery: Choosing appropriate channels to reach your audience
d. Governance: Managing processes, compliance, and decision-making
e. Measurement: Evaluating performance and ROI
3. When we strip away complexity, each element boils down to two fundamental dimensions. Note: It is a reductive model built for the purpose of clarity. These dimensions can be expanded when needed but remain actionable even in their most basic form.
4. Segment is simply an intelligent grouping of attributes. It often boils down to:
a. Persona - Who they are
b. Lifecycle stage - Where they are in their journey
c. E.g. For B2B, CTOs x Awareness stage. In B2C, Young Professional x First time visitor.
5. Content should reflect your promise that addresses specific needs or pain points of the customer.
a. Value proposition - what you are offering
b. Format - how you are delivering it
c. E.g. “Save time in tax preparation” x Video tutorial, or “Look better” x Interactive tool
6. Delivery is how your content reaches the right audience at the right time.
a. Channel - where it is delivered
b. Timing - when it is delivered
c. E.g. Instagram stories x new product launch, Push Notification x Abandoned Cart
7. Governance ensures your marketing maintains quality, consistency, and compliance.
a. Guidelines - what is allowed
b. Workflow - how it is approved
c. E.g. Brand voice guidelines x Three stage approval process, Compliance requirements x Legal review workflow
8. Measurement determines the effectiveness of your marketing efforts.
a. Metrics - what you are measuring
b. Benchmarks - what success looks like
c. E.g. Conversion rates x industry average, Customer acquisition cost x historical performance
9. Given this understanding, you can now try to strategically implement AI in your Martech or GTM-tech stack.
a. Can you identify patterns in customer data to create more precise persona and lifecycle combinations?
b. Given an objective, can you identify segments and generate content across different formats using GenAI?
c. Can you determine optimal channel and timing combinations through predictive analytics?
d. Can you automate guideline checks and streamline approval workflows?
e. Can you analyze metrics against benchmarks and provide actionable insights?
While AI offers promising capabilities to transform marketing effectiveness, we still need creative solutions to overcome challenges such as understanding nuanced contexts, maintaining brand voice, and addressing ethical concerns. This framework acts as a starting point while implementing AI in marketing.