A loyalty program worth running
A loyalty program either lifts repeat rate or quietly hands margin to customers who'd have bought anyway. The line is the economics: the reward must cost less than the extra behavior it drives.
AI can model the reward economics from your numbers and design a simple scheme. You decide the structure and what's on-brand, because that judgment is yours.
Fastest path: one prompt, end to end
🤖 AI prompt — paste into ChatGPT / Claude
You are a loyalty-program designer. Use MY numbers only (invent nothing).
AOV: [$] Contribution margin %: [%] Current repeat rate: [%] Reorder cycle: [days]
Product type: [consumable / considered / mixed]
Do this:
1. Design a simple earn/redeem structure (points per $ or per order, reward value) where the reward costs LESS than the margin from the repeat purchase it drives. Show the math.
2. Make the FIRST reward reachable within ~1-2 orders so new buyers get hooked, and say why an unreachable first reward fails.
3. Recommend 1-2 non-discount perks (early access, free shipping, a gift) that build loyalty without eroding price.
4. Name the metric to prove it works (repeat rate of members vs non-members) and warn against the vanity metric (signups).
If a number is missing, ask; do not guess.
Output: earn/redeem design + first-reward math + non-discount perks + success metric.
Or do it in 4 steps
- Design from your margin, not a template. Every reward is a cost. Price points and redemptions so the reward is worth less than the incremental margin from the repeat purchase it triggers, or you're just discounting loyal buyers for free.
- Keep it dead simple. "Earn 1 point per $1, 100 points = $10 off" beats a tiered maze nobody understands. Complexity kills participation; if a customer can't explain the program, it won't change behavior.
- Make the first reward reachable fast. A reward that takes 8 orders to earn hooks no one. Set the first payoff at ~1-2 orders so new buyers feel progress early, that early win is what starts the habit.
- Lead with perks, not just discounts. Early access, free shipping, a birthday gift, or points-for-reviews build loyalty and gather UGC without training customers to wait for a coupon. Measure member vs non-member repeat rate, not signup count, which is vanity.
Worked example (labeled): AOV $50, 55% contribution ($27.50). A "$10 off after $200 spent" reward costs you $10 against 4 orders' contribution ($110), fine, the reward is a fraction of the margin it protects.
But "$10 off after your first $30 order" costs $10 against $16.50 contribution, you'd lose money rewarding a purchase they already made. Price the reward against real incremental margin, not gross revenue.
Track member vs non-member repeat rate quarterly; if members don't repeat more, the program is a discount, not a loyalty engine, redesign it.