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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 πŸ† VIP Champions Size: 8% (192 customers) | Revenue: ~$119,800 (41% of total) | Characteristics: Purchased 4–5x 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 πŸ’š 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 ⭐ New Stars Size: 18% (432 customers) | Revenue: ~$46,700 (16% of total) | Characteristics: 1–2 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 (5–8% 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) ⚠️ 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 😴 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 $8,000–$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 10–15% 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
πŸŒ€ Claude

Ecommerce Customer Precision Targeting

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CLAUDE-4-6-SONNET
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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
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