B2B Customer Advisory Boards: Run CABs for Renewal Commitments, Not Feature Requests
Stop treating CABs as UX focus groups. Use B2B customer advisory boards to govern executive sponsors, neutralise turnover, and lock in renewals.
6 min readRetention economics is the case for spending money on customers you already have. It is also the fastest place to fool yourself: repeat rate, churn, LTV and payback period can each be computed three defensible ways, and the flattering one is usually the one that ends up in the deck.
This is where we work through the numbers properly. How to calculate lifetime value without inheriting assumptions you cannot see. Why NPS and repeat rate answer different questions and which one should drive a budget. What breakage really costs you once you account for the liability sitting on the balance sheet. How deep a win-back discount can go before it stops being a win. How to spot churn early enough to act, using data you already have in a spreadsheet. How payback period changes the answer when acquisition is funded out of cash flow rather than a raise.
For operators who need a number they can stand behind, not a benchmark from someone else's business. Where the honest answer is a range rather than a figure, we give the range and say which assumption moves it most, because a number you can reconstruct in six months is worth more than a precise one you cannot. Where a calculation has a well-known failure mode, we say so rather than quietly picking the version that looks best.
Stop treating CABs as UX focus groups. Use B2B customer advisory boards to govern executive sponsors, neutralise turnover, and lock in renewals.
6 min readStop burying exit data in CRM picklists. Use this B2B churn post-mortem workflow to convert lost enterprise ARR into sprint-ready engineering tickets.
5 min readBuild marketplace loyalty programs that fund buyer retention out of take-rate economics without eroding seller margins or corrupting checkout splits.
5 min readReplace CSM sentiment with SQL telemetry and ticket data. Build a B2B customer health scoring engine to catch churn 90 days out.
5 min readFixed-fee fitness churn happens when members stop visiting. Use attendance milestones, streaks, and margin-safe perks to protect renewals.
5 min readRestaurant loyalty measurement needs powered holdouts, mature cohorts, and contribution margin. Stop counting redemptions as incremental growth.
5 min readDesign subscription dunning with decline routing, updater-first recovery, tested access timing, clear notices, and reconciled recovery metrics.
5 min readCalculate loyalty program costs component by component, then build the linked cash and liability schedules. Worked example, scenario inputs, launch gates.
7 min readEmotional loyalty measurement needs booking evidence. Test price tolerance, repeat stays, direct shift, incremental contribution, not stated affinity.
5 min readTrack three churn signals in a spreadsheet, combine the flags, then calibrate thresholds over 4–6 weeks before automating retention outreach.
5 min readLoyalty program breakage can hide weak engagement. Measure mature cohorts, reward reachability, redemption velocity, and incremental margin instead.
4 min readCalculate loyalty program ROI using incremental margin, powered control groups, full costs, and payback—not inflated member revenue.
6 min readIdentity fragmentation can quietly distort loyalty segments. Where a model helps in a data audit, where deterministic checks win, and how to measure the result.
8 min readControl loyalty points liability with monthly reconciliation, cohort-based estimates, approval gates, and an audit trail finance can defend.
6 min readNPS vs repeat rate is not a close contest. Purchases prove retention; linked survey responses help diagnose why customer behavior changed.
5 min readYou cannot manage what you model wrong. The four numbers that determine whether a loyalty investment pays back — and the traps in each of them.
3 min read