Small Business · Prepared Foods · Atlanta, GA
Customer intelligence and strategy for a local business facing a major decision
Strategic Advisory Engagement · 2024
2,500+
Named customers analyzed
$150–250K/yr
Near-term revenue opportunity (conservative, bottom-up)
6
Strategic initiatives scoped
The Situation
The owner had (almost singlehandedly) done something genuinely hard — built a brick-and-mortar prepared foods business past $1M in annual revenue with a real, loyal customer base. When interest from potential buyers started surfacing, the owner faced a question with no obvious answer: was now the right time to sell, and was the business actually ready?
She needed someone to look at the business the way a buyer would — before a buyer did.
What Was Broken (or Missing)
- No clear picture of who the best customers were or why they stayed
- No visibility into churn — 72% of named customers hadn't ordered in 12 months
- Pricing and gross margin not tracked at the menu item level
- Growth opportunities existed but hadn't been sized or prioritized
- No strategic or operating plan to show a buyer — or guide her own next move
What We Did
Started with the data. Combined and cleansed raw POS transaction records across 2,566 named customers, built a full customer segmentation (Gold/Silver/Bronze × Active/Churned), and calculated lifetime value, visit frequency, average spend per visit, and churn profiles by segment.
The findings were revealing: 72% of named customers had churned by a 365-day threshold, but active customers spent 1.6x more and had been customers nearly twice as long. A spike in new customers in 2023 appeared tied to a "special occasion/gift" use case — not a durable retention cohort. Churned Gold customers — the highest-LTV segment — were identified as the highest-ROI win-back opportunity.
Layered in a customer survey, competitive benchmarking across meal kit and prepared foods competitors, and a financial analysis covering capacity utilization, pricing, and gross margin by category.
The result was a full strategic and operating plan with six initiative areas, sized near-term revenue opportunities at $150–250K/year — built bottom-up from capacity, delivery, and pricing data, with conservative assumptions rather than blue-sky projections — and a prioritized roadmap including quick wins, growth experiments, and longer-term scale options.
Ran the full process the way a sophisticated buyer would — so the owner could see her business clearly, know what it was worth, and decide on her own terms.
The Shift
- Full customer segmentation across 2,500+ customers with LTV modeling by segment
- Churn dynamics quantified and win-back targets identified
- $150–250K/year in near-term revenue opportunity sized and prioritized
- Strategic and operating plan built across six initiative areas
- Owner entered the decision with complete information — and decided to hold and grow
Why It Mattered
The most valuable outcome wasn't a slide deck or a recommendation — it was the owner having a clear, evidence-based answer to a question that had been living in her head. The engagement didn't end with analysis. It ended with a prioritized strategic and operating plan — specific initiatives, sized opportunities, and a sequenced roadmap the owner could execute against with or without outside help.
Clarity on the decision was the headline. A plan for what comes next was the deliverable.
"Lawrence helped me figure out if now was the right time to sell — personally and for the business. That clarity made all the difference."
SmallPond VentureCo. · smallpondventureco.com · Atlanta, Georgia
"Every engagement ends with a plan you can execute — not a presentation you have to figure out how to implement. (Or we will implement for you.)"