In food & beverage, subscribe mechanics win the category.
Specialty coffee, snacks, functional drinks, gourmet pantry — gross margins are tight, repeat purchase is destiny, and AI-driven discovery is finally fair game. We engineer the subscribe funnel and the answer-engine surface in parallel.
Four shifts every F&B operator is feeling. All at once.
Generalist agencies treat F&B like a creative brief. It isn't — it's a margin problem, a logistics problem and an AI-discovery problem stacked on top of each other.
Tight margins demand test discipline
30% gross is the line. Without weekly CRO and 200+ ad concepts under test, the math gives out at scale. We bring the discipline.
Subscribe = LTV
Coffee, snacks, drinks — without a 3× SAS attach rate the unit economics collapse. We engineer the funnel from email-1 through reorder-6.
AI Overview owns discovery
"Best decaf coffee for keto" lives in ChatGPT. Citation share is the new top-of-funnel — and the cheapest channel you'll ever buy.
Compliance + label claims need care
Organic, FDA, allergen — claim language must be vetted. We run a category-specific library so creative doesn't get pulled.
Six systems applied to your category. Day one.
Same operating system as every CV3 client — inputs tuned for F&B: ingredient + diet entity graphs, occasion answer pages, claim-safe creative, sample-to-sub lifecycle.
Ingredient + diet citation
Keto, paleo, low-FODMAP, single-origin — every assistant pulls from a diet/ingredient graph. We make sure yours is the cited source.
"Best X for Y diet" answer pages
Schema + diet-fact tables + claim-safe answer. Built to win AI Overview and the Perplexity shortlist.
Subscribe + cart surgery
200+ tests/week on subscribe gate, cart upsell, sample-to-sub flow. Winners promoted in hours.
Claim-safe AI UGC
30 brand-locked variants per concept, every line vetted against organic/FDA/allergen rules. $2.18 per creative.
Diet × occasion × ingredient matrix
10,000 helpful pages mapping every diet-occasion-ingredient combination. Entity-aware, AI-readable, ranked & cited.
Replenishment + sample-to-sub
Sample-pack onboarding, replenishment cadence, win-back, taste-test gated content. Klaviyo + Postscript + SMS.
Adjacent operator DNA you might want next.
Ready to double subscribers?
Bring your top 3 SKUs, your two biggest growth questions, and a 30-minute window. We'll come back with an F&B-specific 90-day plan — and the senior pod that has shipped it 22 times.