Prompt Details
Model
(claude-4-6-sonnet)
Token size
284
Example input
[StoreType]: Shopify
[TimePeriod]: Last 30 days
[CustomerData]: 2,400 customers, top 8% contribute 41% of revenue, average order value $68, 22% bought more than 3 times, 14% inactive for 60+ days
[TrafficSource]: Meta Ads 45%, Organic Search 25%, Email 20%, Influencer 10%
[BusinessGoal]: Increase repeat purchase rate
Example output
CUSTOMER SEGMENTS
π VIP Champions
Size: 8% (192 customers) | Revenue: ~$119,800 (41% of total) | Characteristics: Purchased 4β5x in 30 days, AOV well above $68, likely driven by Meta Ads or Email, lowest churn risk, highest LTV potential
ACTION:
Launch a VIP loyalty tier (e.g., early access, free shipping threshold at $120) via Email β this audience already converts through that channel (20% share)
Run lookalike audiences on Meta using this segment as the seed β your 45% Meta traffic makes this high-leverage
Send a personalized "Thank You" email with a surprise 10% credit to reinforce retention before they drift
π Loyal Regulars
Size: 14% (336 customers) | Revenue: ~$81,800 (28% of total) | Characteristics: Bought 3+ times but not in top 8%; consistent mid-frequency buyers; most likely to be promoted to VIP with the right nudge
ACTION:
Deploy a "3 purchases = VIP unlock" gamification email to create upgrade motivation
Offer a bundle discount (e.g., "Buy 2 get 15% off") to increase AOV toward VIP threshold
Retarget with Meta dynamic product ads showing items related to past purchases
β New Stars
Size: 18% (432 customers) | Revenue: ~$46,700 (16% of total) | Characteristics: 1β2 purchases, recent activity, acquired mostly via Meta Ads and Organic; high potential if second purchase is triggered within 14 days of first
ACTION:
Send a "Welcome Back" email sequence at Day 7 and Day 14 post-purchase with product recommendations and a first-repeat incentive (5β8% off)
Use Meta retargeting with a "Complete the set" or "Customers also bought" creative
Add an onsite post-purchase popup offering a time-limited discount on the next order (shown on order confirmation page)
β οΈ At-Risk
Size: 14% (336 customers) | Revenue: ~$29,200 (10% of total) | Characteristics: Inactive 60+ days, previously purchased at least once, likely lapsed after a single or failed second experience; high win-back ROI if acted on now
ACTION:
Launch a win-back email campaign with subject line urgency ("We miss you β here's $10 back") β personalize with last product category
Create a separate Meta Custom Audience for this segment and run a discount-led creative (not shown to active buyers)
Offer a time-boxed incentive (72-hour window) to create urgency without permanently training bargain behavior
π΄ Dormant / One-and-Done
Size: 46% (1,104 customers) | Revenue: ~$14,600 (5% of total) | Characteristics: Low purchase frequency, likely single buyers from influencer or top-of-funnel Meta traffic; have not re-engaged; costly to reactivate without segmentation
ACTION:
Run a low-budget reactivation email blast (cost: near zero) with your best-selling product β suppress non-openers after 2 sends to protect sender reputation
Exclude from paid retargeting to cut wasted ad spend β reallocate budget to New Stars and Loyal Regulars
Test a "Flash Sale for past customers only" to surface latent buyers without discounting to active segments
PRIORITY ACTIONS (Next 7 Days)
Build your VIP lookalike on Meta immediately β 192 high-value customers is a strong seed audience; launch a prospecting campaign cloned from this group to acquire more high-LTV buyers while your current top cohort is fresh
Deploy a 2-email win-back sequence to At-Risk (336 customers) β this segment still has purchase intent signal and can realistically recover $8,000β$12,000 in revenue with a well-timed $10 incentive
Set up a post-purchase Day 7 email trigger for New Stars β this is the single highest-leverage repeat purchase automation you can build; targeting the 18% new segment at the moment their intent is still warm costs almost nothing and directly hits your goal of increasing repeat purchase rate
QUICK WIN OPPORTUNITIES
Immediate revenue: Email your 336 Loyal Regulars a bundle offer this week β even a 15% conversion lifts revenue by ~$3,400 with zero ad spend
Low cost, high impact: Add a post-purchase upsell popup on your order confirmation page β one-time dev setup, captures New Stars at peak buying intent, and can increase AOV by 10β15% without touching your ad budget
Channel rebalance: Your Email channel (20% traffic) is almost certainly your highest-ROI channel β consider nudging your 1,104 Dormant subscribers with one reactivation blast before suppressing them; even a 3% response rate = 33 recovered customers
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CLAUDE-4-6-SONNET
Use this when you have customer data but don't know how to market precisely. Suitable for Shopify, Shopee, and TikTok Shop owners, it helps you quickly identify high-value customers, at-risk customers, and potential growth customers, and provides specific advertising and email marketing advice.
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Updated 1 week ago
