DM9: Growth engineering: referrals, sharing and lifecycle messages

Lesson 4 of 5 · reading 15–25 minutes; practice and project time is on the module page

Lifecycle messages people want

🎯You'll be able to

Design triggered messages (welcome, abandoned cart, reorder reminders) with consent, frequency caps and easy opt-out, and measure them with holdouts.

🏠The everyday picture

A tailor who calls to say your clothes are ready is helpful. One who calls every evening to ask whether you need more clothes is not.

📘What it really is

📝A worked example

Input: an abandoned-cart email for MittiMart, with an illustrative 10% holdout over four weeks: 2,000 carts emailed, 200 held out; 12% of emailed carts and 9% of held-out carts were bought within three days.

Steps:

  1. Incremental purchase rate: 12% − 9% = 3 points.
  2. Extra orders: about 3% of 2,000 = 60, not the 240 the email "influenced".
  3. Check guardrails: unsubscribes and complaints.

Expected output: a decision to keep the email (it adds about 60 orders a month in this example) and a note that 180 of the 240 buyers would probably have bought anyway. (Illustrative figures.)

🌍Where it's used

📝Case scenario

A cosmetics shop sent abandoned-cart messages by email, SMS and WhatsApp within an hour, plus a discount. Complaints rose, and customers learned to leave carts to get discounts. The shop moved to one email after four hours, no automatic discount, and a weekly cap; a holdout showed the extra orders barely changed while complaints fell.

🖱️Try it

Write a three-message welcome series for a new MittiMart customer: when each is sent, what it says, and how to opt out. Success: none of them is an offer unless the customer agreed to marketing.

⚠️Common mistakes

🛠️For your project

Your capstone's design notes describe one lifecycle message with its consent, cap and holdout measure.

✅Quick check

How do you measure what an abandoned-cart email adds?

Show the answer

Hold out a random group that doesn't get it, and compare their purchase rate with those who did.

What's a frequency cap?

Show the answer

A limit on how many messages a person gets in a period, across channels.

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