Episode 133

DRINKS: Selling Regulated Products Online, the 95-5 Rule and Beating the Conversion Trap

Andy Lark
Andy Lark
Advisor

In this episode we talked about:

  • Why the 95/5 rule suggests your revenue problem is not just about the checkout basket.
  • How AI is beginning to intercept buying journeys before they ever reach a traditional search engine.
  • The technical and regulatory barriers that kept alcohol penetration in Ecommerce at only 10%.
  • How to use AI data graphs to predict the exact products and labels a specific demographic will respond to.
  • Why the better together proposition is essential for increasing purchase frequency.
  • The psychological reasons behind why consumers make irrational, non-price-driven purchases.
  • How legacy industries like alcohol are moving from traditional distribution to D2C models.
  • The future of regulated products in Ecommerce beyond just alcohol.

🎧 Listen now on Apple Podcasts, Spotify, or YouTube

Episode highlights:

3:00 – What is Drinks and the complexity of regulated products

6:30 – How AI predicts what your customers actually want to buy

9:15 – Moving discovery from Google to LLM engines

15:20 – The 95/5 rule: Why conversion optimization has limits

18:40 – The expansion of THC and other regulated categories

21:10 – Psychology of the monkey chasing the banana

Andy's Bottom Line: You can tune your checkout conversion all day long, but you're just optimizing a fixed revenue pool — the real growth lever is the 95% of your customers who aren't in the market today, and you only reach them by giving them new reasons to visit (adjacent categories like alcohol with flowers, meal kits, or media) that lift basket size and purchase frequency at the same time.

FAQ

DRINKS started as a D2C alcoholic beverage company but has since pivoted to a platform that lets any ecommerce site add regulated products like alcohol into their cart sequence. The merchant doesn't have to handle anything — DRINKS manages shipping, compliance, taxation, and age verification. The result: if a site has an audience with high affinity for alcohol (flowers, gifting, grocery, meal kits, media), they can layer in a bottle of champagne or wine with a click, shifting purchase patterns and significantly lifting basket sizes with high-value products.
The 95-5 rule (originally a B2B marketing construct) says the majority of your customers are not in the market today for what you sell. Andy's argument: ecommerce teams spend most of their energy optimizing checkout conversion, but they're really just tuning a fixed revenue pool. The bigger lever is changing inter-purchase frequency and visit recency — giving consumers more reasons to come back and bigger baskets when they do. You can lift checkout conversion 1–5%, but you won't solve the fundamental growth problem until you address the 95% who aren't buying today.
The alcohol industry is still locked into a prohibition-era distribution funnel with state-by-state regulation and taxation complexity. DRINKS automates all of it end-to-end — for both wineries and ecommerce brands. That includes compliance verification, age verification at delivery (driver's license checks), shipping, and tax collection. Andy frames the goal simply: they wanted ordering alcohol online to be easier than buying a Tesla — one click, and the wine is on its way.
Nearly every consumer-side category, according to Andy. Flowers (UrbanStems) and fashion (Quince) are obvious fits, but he also highlights media (Forbes), grocery, meal kits, premium meat delivery services, and influencer-driven sites like Half Baked Harvest. The thread running through them: brands whose audience has high affinity for alcohol and where a "better together" proposition creates differentiation and a reason to come back. The pairing has to make sense — a $200 bottle of wine doesn't belong on a $40 flower basket, but the right pricing, packaging, and merchandising (often AI-guided) does.
Andy argues one of the biggest myths in ecommerce is that consumers are rational, research-driven, price-comparing shoppers. In practice, people land on a site to buy jeans, get distracted in a boring meeting, and walk away with croissants, a Spritz, and electrolyte sachets they didn't plan on. The implication for merchants: the most powerful job a multi-product brand has is crafting experiences that surprise, delight, and "open the aperture" on the brand — Quince and Holt Renfrew get this right by extending the buying journey across adjacent categories rather than optimizing a single funnel.

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