The task
It is Tuesday afternoon and your Klaviyo dashboard says 73% of carts abandoned last week. Recovery is sitting at 1.8%. The current flow is the default Shopify template — Email 1 has the cart image, Email 2 has 10% off, Email 3 has 15% off. Open rates are fine, click rates are not, and your CMO wants to know why a customer who put a $90 sweater in the cart needs to be discounted to come back. You want a 3-email sequence that earns the return click — without training every shopper to abandon on purpose for a discount.
Where AI helps — and where it does not
AI is good at three things in this flow: pacing the cadence so each email has a different job, writing 8-10 subject-line variants per slot so you can A/B without writing them all yourself, and matching tone to your brand voice once you give it 3 real past emails as a sample. What AI cannot do: tell you why a specific customer abandoned. It cannot read minds or session replays. The trick is to stop pretending you know the reason and instead build a sequence where each email addresses one common abandonment cause in parallel — Email 1 the “I will think about it” doubt, Email 2 the trust / shipping concern, Email 3 the price ceiling.
A common failure mode: the model defaults to a discount ladder (no offer → 10% → 15%). That ladder is the laziest possible sequence and it teaches your repeat buyers to abandon on purpose. Tell the model explicitly: discount only appears in the last email, and only if your margin allows it.
What to feed the AI
- Product category and typical AOV — a $20 candle and a $400 jacket need very different sequences
- The 2-3 abandonment reasons you actually hear in support tickets (not the ones you assume)
- Brand voice anchor — paste 2-3 real past emails you liked, so tone is not generic
- Incentives you are willing to offer (free shipping at $X, 10% off, free gift, no discount at all)
- Whether the cart contained a single SKU or multiple — single-SKU sequences should name the product, multi-SKU should reference category
- Customer status — first-time vs returning; returning buyers should not get the same trust-builder copy as cold prospects
- Hard exclusions — anything you do not want said (no fake urgency, no “only 2 left” unless true, no “we miss you”)
- Whatever your strongest non-discount lever is — a review snippet, a 30-day return policy, a styling guide, a sizing tool
Copy-ready prompt
Write a 3-email abandoned cart sequence for an ecommerce brand.
Product: {category + AOV + single-SKU or multi-SKU}
Brand voice: {paste 2-3 past emails or describe in 1 sentence}
Real abandonment reasons (from support tickets): {top 2-3}
Available incentives: {list, with rules}
Strongest non-discount lever: {review, return policy, sizing, etc.}
Customer status filter: {first-time / returning}
Hard exclusions: {fake urgency, "we miss you" language, etc.}
Return:
Email 1 (sent at 1 hour) — no incentive, no discount. Address the "I will think about it" doubt by offering one specific useful thing (sizing guide, fit comparison, review of the exact item). Subject must not contain the word "cart" or "forgot."
Email 2 (sent at 24 hours) — address the strongest non-price concern (trust, shipping speed, return policy). Include one social proof element. Offer free shipping only if margin allows.
Email 3 (sent at 48 hours) — last call. If allowed, the largest incentive goes here. Lead with the strongest review or use-case, not the discount.
For each email return:
- 5 subject line variants under 50 chars (skip the obvious ones)
- 1 preview text under 90 chars that does not repeat the subject
- 60-90 word body
- Single CTA button text (3-5 words)
- One short P.S. line that adds value, not pressure
Tone: helpful, specific, not desperate. Replace any phrase you would not say out loud.Shorter variant — single replacement email
Rewrite our current abandoned cart Email {1, 2, or 3}. Here is the current copy: {paste}.
The current email's problem: {what underperforms — open rate, click rate, unsubscribe spike}.
Constraint: keep the send time slot but change the job. The new email must do {specific job}.
Return 3 versions: one playful, one direct, one expert-led. 60-word body each.Sample output
A good Email 1 subject that beats “You forgot something”: “Quick question about the navy sweater” — frames it as a question the brand wants to help with, not a sale to close. Body opens with “Saw you were looking at the navy crewneck — the most common question we get on this one is fit. It runs true to size in the chest, half a size big in the sleeves. Here is what 4 different heights look like in it: [link].” No CTA to “complete your purchase.” The CTA is “See the fit photos.”
A good Email 2 body opening (trust concern): “Wanted to flag — every order ships from our Brooklyn warehouse, and returns are 30 days, no questions, including final sale. The most cautious shoppers I talk to say the return policy is what makes them finally click. So in case that was the hesitation: it is genuinely no risk.” Closes with one verified review of the exact SKU.
A good Email 3 P.S.: “P.S. If the price is the part holding you up, reply to this email and we will see what we can do. We mean that.” — more powerful than a 10% off code because it routes high-intent abandons to a human and protects margin on low-intent ones.
How to refine
- If Email 1 feels promotional: “Email 1 must not contain a CTA to buy. The CTA links to information (sizing, reviews, comparison). The purchase is the customer’s idea, not ours.”
- If subject lines feel templated: “Write 5 subject lines that sound like a friend texted you, not a brand. Do not use the words ‘forgot,’ ‘still,’ ‘waiting,’ or any emoji.”
- If the discount escalation feels predictable: “Replace the discount ladder. Email 2 offers free shipping, not money off. Email 3 offers a styling consult or a curated alternative, not a bigger discount.”
- If the sequence reads pushy: “Cut every sentence that would not survive being read aloud to a friend. If the email pretends to be more urgent than the situation, rewrite.”
- If multi-SKU emails feel generic: “Reference the category and price range, not ‘your cart.’ E.g., ‘About those two crewnecks’ beats ‘about your cart.’”
Common mistakes
- Discount in Email 1: teaches your repeat buyers to abandon on purpose; you are now paying margin for behavior you trained.
- Same hero image in all three emails: inbox previews look identical, the second send gets archived in 1 second.
- No actual reason to come back beyond “still interested?”: that is not a reason; the email is a notification, not a pitch.
- Fake urgency: “only 2 left!” when there are 200 destroys trust the one time it matters; smart shoppers know.
- Ignoring product type: a $20 candle needs 1 short email; a $400 jacket can carry a 4-email considered-purchase sequence with a styling email in slot 3.
- Not excluding purchasers: Email 3 hitting someone who bought 12 hours ago tanks NPS more than any single bad subject line.
- Treating returning buyers like cold prospects: they already trust you; the trust-building copy reads condescending and they unsubscribe.
- No mobile preview check: 70%+ of opens are mobile; a 70-char subject that reads great on desktop gets truncated to “Quick question about the navy…” which is actually fine, but “We saw you were looking at…” is not.
FAQ
- When should the sequence stop firing if they buy?: Immediately. Use Klaviyo or Shopify’s “placed order” exclusion at the flow level, not just per-email. Sending Email 3 after a purchase costs more in unsubscribes than any recovery is worth.
- How much can a recovery flow realistically add?: Industry typical: 3-7% of abandoners convert through the sequence, recovering 1-3% of total cart value. If you see >8% recovery, double-check your “abandoned” event definition — it may be counting stale carts or browse-abandons.
- One email vs three?: One email recovers ~60% of what three will. Three is the right answer for AOV > $100 and considered purchases. For AOV < $30, two emails is plenty and three feels desperate.
- Should I include a discount code?: Default to no, especially Email 1 and 2. If margins allow, Email 3 can carry one. Better lever for premium brands: free shipping at a threshold the cart already exceeds — gives a real reason to return without resetting the price anchor.
- What about SMS cart recovery?: Different channel, different cadence — usually 1 SMS at 30 min plus email at 1h / 24h. Do not mirror the email body in SMS; SMS gets the question, email gets the context.