Intent based segmentation: where customer segments overlap
The short answer
Intent based segmentation groups customers by what their recent behavior says they are about to do, such as furnish a room, replace an item or browse for ideas. Define each intent from purchases, site views and email clicks over a set window, then count customers who fall into more than one intent and set a priority rule.
Why it matters
Overlapping segments mean one customer can receive three different campaigns in the same week. Mapping the overlap and setting a priority rule cuts conflicting messages, protects deliverability and makes each campaign's results easier to read.
The question to ask
Copy this into Lexi as written.
What the answer looks like
Illustrative output on sample data
Illustrative example: how Lexi answers this for a furniture retailer. It defines four intent segments from the last 30 days of browsing and purchases, then measures overlap.
- Room refresh: three or more views in one room category, or a swatch request
- Replacement: a category purchase over five years ago and a recent view
- Gift and decor: decor views or purchases under $100
- Browsing: visits with no category focus
What the data shows
41,000 customers show at least one intent, and 9,400 show two or more.
What it means
Without a priority order, 9,400 customers would receive competing messages.
What to do
Prioritize room refresh, then replacement, then gift and decor, so each customer gets one primary message.
Want me to push the prioritized segments to Klaviyo?
Frequently asked questions
What is customer intent segmentation?
Customer intent segmentation groups customers by what they appear to be planning, based on recent behavior such as product views, searches, swatch requests and purchases. Value and demographic segments describe who a customer is, while intent segments focus on what they are likely to do next.
Why do overlapping segments cause problems?
A customer in three segments can receive three campaigns with different products and offers in the same week. That confuses the customer, raises unsubscribes and makes it hard to tell which campaign worked. A priority rule keeps one clear message per customer at a time.
How is behavioral segmentation in retail different from intent segmentation?
Behavioral segmentation groups customers by what they have done, such as frequency, spend or categories bought. Intent segmentation uses recent behavior to infer what they will do next. Most retailers use both: behavior to decide value and offer depth, intent to decide which product to show.