Intro to the Switch Readiness Score framework

The big idea

Most email programs segment by demographics or past behavior. The Switch Readiness Score segments by current intent — a real-time signal that combines where a customer is in their lifecycle, how engaged they are, and whether external conditions make a conversion valuable right now. The result: automated campaigns that fire at the right moment without anyone manually scheduling them.

The framework

1. Score inputs: what you measure

2. Scoring tiers: how you act on it

3. Trigger

No one drafts the campaign. No one schedules the send. No one decides who receives it.

When to use this

• Your customers have a natural conversion window you can identify in advance (contract end dates, renewal cycles, trial periods)
• You operate in a market where external conditions change frequently and affect conversion value (pricing, inventory, regulations, competitor moves)
• You need to send highly relevant, timely messages at volume without growing headcount
• You’re a small team managing a list that would otherwise require 4–6 people to operate manually

Common mistakes

• Asking AI for specific things too early 
  • Start with open-ended analysis: ​“Look at this data and tell me what you see.” Let the model surface patterns before you constrain it.
• Building one score threshold 
  • Three tiers (high/​mid/​low) map to three different campaign behaviors. One threshold creates a binary on/​off that misses nuance.
• Treating the score as static 
  • Scores should update whenever signals change. An external trigger (rate change, price drop) can move a customer from 55 to 90 overnight.
• Connecting triggers before validating the score 
  • Test your scoring formula against historical conversion data first. Automating an inaccurate model at scale amplifies the error.

Quick-start

Upload 500–1,000 customer records to Gemini, ChatGPT, or Claude and ask: ​“Which customers are most likely to [your conversion action] and why?” Review what the AI surfaces, then add two constraints — a timing rule and a value threshold — to produce three actionable tiers. Create a custom field in ActiveCampaign to store the score, set up a sync to keep it current, and build one trigger-based campaign for your highest-scoring segment. The rest of the infrastructure follows from there.