Most Popular SherpaAI Prompts by Role

3 min. readlast update: 08.31.2025

🔹 Head of eCommerce

  1. “Show me where our conversion rate is dropping in the funnel over the last 30 days.”
    → To diagnose friction points on-site and unlock revenue.

  2. “Which products or categories contributed the most profit last week vs the same week last year?”
    → To understand commercial trading health.

  3. “What was our contribution margin % by day last week?”
    → To keep daily trading profitable.

  4. “What SKUs drove the highest incremental revenue during the last promotion?”
    → To inform future promotion design.

  5. “Which payment/shipping methods are linked to the highest abandonment?”
    → To reduce checkout drop-off.


🔹 Head of Digital

  1. “What is our blended CAC vs contribution margin across all channels this month?”
    → To balance growth spend with profit.

  2. “Which digital channel is driving the most new customers with the highest 60-day LTV?”
    → To guide channel allocation.

  3. “Show me which campaigns are profitable after factoring in discounts + CAC.”
    → To prevent over-discounted unprofitable growth.

  4. “What was our MER (marketing efficiency ratio) trend by week this quarter?”
    → To track macro efficiency of spend.

  5. “Which creatives are driving the best payback period on ad spend?”
    → To scale what works faster.


🔹 eCommerce Manager

  1. “What products have high traffic but low conversion on-site this week?”
    → To fix underperforming PDPs or pricing.

  2. “Show me which bundles or upsells are adding the most incremental AOV in the last 14 days.”
    → To optimise for higher basket size.

  3. “Which landing pages have the highest bounce rates and lowest conversion?”
    → To prioritise CRO fixes.

  4. “What is the sell-through rate of products merchandised on the homepage vs not?”
    → To measure homepage impact.

  5. “Which products are being abandoned in cart most often?”
    → To inform recovery flows or repositioning.


🔹 Product Buyer / Planner

  1. “Which products are at risk of selling out in the next 21 days based on sales velocity?”
    → To manage replenishment.

  2. “What are our top products driving high return rates or margin erosion?”
    → To improve buy and quality control.

  3. “Which SKUs are stuck as dead stock over 90 days old?”
    → To plan markdowns or bundles.

  4. “What are the top products that ads are driving traffic to but inventory is constrained?”
    → To flag wasted spend and prevent oversell.

  5. “Which categories are trending upwards in sales vs last quarter?”
    → To adjust open-to-buy plans.


🔹 CRM Specialist

  1. “Which customer cohorts have the highest repeat purchase rate in the last 90 days?”
    → To design targeted retention.

  2. “What automated flow generated the most profit last month relative to send volume?”
    → To optimise lifecycle flows.

  3. “Which segments are most discount-sensitive vs full-price buyers?”
    → To personalise offers and protect margin.

  4. “What % of our sales last month came from email/SMS vs paid channels?”
    → To measure CRM’s contribution to revenue.

  5. “Which products are most commonly purchased on second order?”
    → To design win-back and replenishment campaigns.

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