Problem Definition
LoyaltyEdge operates a credit card co-brand loyalty platform in the United States, generating $480M in annual revenue. The company manages rewards programs for 12 retail partners across grocery, fashion, travel, and other consumer verticals. LoyaltyEdge earns revenue through two streams: a percentage of transaction volume processed through co-branded credit cards and a fixed annual management fee per partner. The platform currently maintains an EBITDA margin of 22% ($106M), placing it above the industry median for loyalty technology providers.
Despite strong profitability, growth has stalled at 3% year-over-year. Two problems threaten the business. First, the company faces severe revenue concentration: its two largest retail partners account for 61% of total revenue. The largest partner, SuperMart, a national grocery chain contributing $180M in revenue, is in financial distress and facing potential bankruptcy. The second largest, FashionFirst, is stable but actively renegotiating its contract terms downward. Second, loyalty program costs have risen 18% year-over-year as point redemption rates hit record highs in the post-pandemic period. The cost per loyalty point redeemed is now $0.012 versus a budgeted $0.009, and total outstanding point liabilities stand at $340M.
The CEO has hired your firm to develop a growth and risk mitigation strategy. How should LoyaltyEdge diversify its client base, manage the concentration risk from SuperMart, and defend its margins against rising program costs?
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If asked, please share that:
- LoyaltyEdge charges partners 1.8%–2.5% of co-branded card transaction volume plus a $2M–$5M annual management fee depending on program size
- The average sales cycle for onboarding a new retail partner is 9–14 months
- LoyaltyEdge's technology platform can support up to 25 partners without significant incremental infrastructure investment
- SuperMart has missed two quarterly payments and is reportedly exploring Chapter 11 restructuring
- FashionFirst is seeking a 15% reduction in its transaction fee rate at contract renewal in Q3
- Competitors include bank-owned loyalty divisions (Chase, Amex) and two smaller fintech platforms
Exhibit 1Revenue Concentration by Partner
| Partner | Vertical | Revenue ($M) | Share of Total |
|---|---|---|---|
| SuperMart | Grocery | 180 | 37.5% |
| FashionFirst | Fashion | 113 | 23.5% |
| TravelPro | Travel | 35 | 7.3% |
| StyleCo | Fashion | 20 | 4.2% |
| SkyRewards | Travel | 28 | 5.8% |
| UrbanBuy | Other | 22 | 4.6% |
| HomeBase | Other | 20 | 4.2% |
| JetAway | Travel | 17 | 3.5% |
| PetZone | Other | 14 | 2.9% |
| FreshMart | Other | 12 | 2.5% |
| GreenLife | Other | 12 | 2.5% |
| ThreadUp | Fashion | 7 | 1.5% |
| Total | 480 | 100% |
Note: Top 2 partners (SuperMart + FashionFirst) represent 61% of total revenue.
Source: LoyaltyEdge case file
Exhibit 2Point Redemption Rates and Cost Trends (2022–2025)
| Metric | 2022 | 2023 | 2024 | 2025 |
|---|---|---|---|---|
| Active Cardholders (M) | 14.2 | 15.8 | 17.1 | 18.4 |
| Point Redemption Rate | 64% | 69% | 74% | 82% |
| Cost per Point Redeemed ($) | 0.008 | 0.009 | 0.010 | 0.012 |
| Total Program Cost ($M) | 68 | 76 | 85 | 100 |
| YoY Program Cost Change | — | +12% | +12% | +18% |
| Points Outstanding — Liability ($M) | 220 | 260 | 300 | 340 |
Note: 2025 budgeted cost per point was $0.009. Actual cost of $0.012 represents a 33% per-unit overage.
Source: LoyaltyEdge case file
Question 1Structuring
The CEO wants to know how to approach this combined growth and risk problem. How would you structure your analysis?
Hint · Structuring
Build 3–4 branches that are specific to this client and question, not a generic framework. Check they don't overlap and together cover the problem.
Additional InformationAsk for more dataHide data
- Share the problem definition context if the candidate asks clarifying questions
- If the candidate focuses only on growth or only on risk, prompt them: "The CEO is equally concerned about both — how would you address them together?"
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A structured approach should cover three pillars with a time horizon overlay:
Pillar 1: Risk Mitigation (Defensive — 0–6 months)
- a) SuperMart scenario planning: model revenue loss at 50%, 70%, and 100% bankruptcy outcomes; identify contractual protections; assess outstanding receivables exposure
- b) FashionFirst renegotiation: determine walk-away terms; quantify the value of retention vs. the cost of concessions; explore value-added services to justify current pricing
- c) Outstanding point liability management: assess $340M exposure; model accelerated redemption scenarios; evaluate options to restructure point expiry and earning rates
Pillar 2: Growth Acceleration (Offensive — 6–24 months)
- a) Vertical prioritization: analyze margin, transaction volume, and growth rates by vertical to identify highest-value targets
- b) Pipeline development: assess current pipeline and conversion rates; determine how many partners must enter the funnel to hit targets given the 9–14 month sales cycle
- c) Value proposition refinement: tailor the pitch by vertical; identify switching costs and competitive advantages vs. bank-owned programs
Pillar 3: Margin Defense (Ongoing)
- a) Point economics: address the $0.012 vs. $0.009 cost gap per point; evaluate dynamic point pricing, tiered earning rates, or partner-funded rewards
- b) Operational leverage: with capacity for 25 partners and only 12 today, quantify the incremental margin from adding partners on existing infrastructure
- c) Revenue model evolution: explore higher-margin revenue streams such as data analytics, targeted marketing, or white-label platform licensing
What the interviewer is looking forShow guidanceHide guidance
A strong candidate will recognize that this is a two-pronged problem (defensive risk mitigation + offensive growth) and structure accordingly. They should not treat these as independent workstreams but identify the connections between them.
- Good candidates separate the problem into revenue risk and growth, with some sub-branches under each
- Strong candidates add a cost/margin dimension as a third pillar and connect the pillars (e.g., growth strategy must target high-margin verticals to offset potential SuperMart loss)
- Excellent candidates introduce a time dimension — what must happen in the next 6 months (defensive) vs. 12–24 months (offensive) — and consider second-order effects such as how losing SuperMart could affect LoyaltyEdge's credibility with prospective partners
Question 2Numeracy
If SuperMart enters bankruptcy and LoyaltyEdge loses 70% of SuperMart's revenue contribution, what is the impact on EBITDA? Based on the data in Exhibit 3, how many new partners in the travel vertical would LoyaltyEdge need to sign to fully offset the EBITDA loss?
Hint · Numeracy
Write the formula before you plug in numbers, keep units and zeros explicit, and sanity-check the order of magnitude at the end.
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Share Exhibit 3 with the candidate and provide these assumptions:
- SuperMart's margin profile matches the grocery vertical average (20% EBITDA margin)
- A new travel partner is expected to generate $25M in annual revenue at steady state
- Travel vertical EBITDA margin is 28%
- Assume costs scale proportionally with revenue (no significant fixed-cost stickiness for this calculation)
Exhibit 3Revenue and Margin by Retail Vertical
| Vertical | Revenue ($M) | Partners | Avg Revenue per Partner ($M) | EBITDA Margin | Txn Volume per Card (Index) | Client Retention Rate |
|---|---|---|---|---|---|---|
| Grocery | 180 | 1 | 180.0 | 20% | 150 | 95% |
| Fashion | 140 | 3 | 46.7 | 23% | 100 | 88% |
| Travel | 80 | 3 | 26.7 | 28% | 250 | 92% |
| Other | 80 | 5 | 16.0 | 19% | 80 | 85% |
| Total | 480 | 12 | 40.0 | 22% | — | 89% |
Note: Grocery partners generate 1.5x the transaction volume of fashion but at 0.7x the EBITDA margin. Travel partners generate 2.5x the transaction volume of fashion with the highest margin across all verticals.
Source: LoyaltyEdge case file
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Step 1: Revenue impact of SuperMart bankruptcy
- SuperMart revenue contribution: $180M
- Revenue lost at 70% loss scenario: $180M × 70% = $126M
- Remaining revenue: $480M − $126M = $354M
Step 2: EBITDA impact
- SuperMart operates in the grocery vertical with a 20% EBITDA margin
- EBITDA generated by SuperMart: $180M × 20% = $36M
- EBITDA lost at 70%: $36M × 70% = $25.2M
- New EBITDA: $106M − $25.2M = $80.8M
- New EBITDA margin: $80.8M ÷ $354M = 22.8%
Note: The margin actually ticks up slightly because grocery is a below-average-margin vertical. However, the absolute EBITDA drop of $25.2M (a 24% decline) is severe.
Step 3: Number of travel partners needed to offset
- Travel vertical EBITDA margin: 28%
- Expected revenue per new travel partner: $25M
- EBITDA per new travel partner: $25M × 28% = $7.0M
- Partners needed to offset $25.2M: $25.2M ÷ $7.0M = 3.6 → 4 new travel partners
Step 4: Feasibility check
- Revenue from 4 new travel partners: 4 × $25M = $100M (replaces 79% of lost revenue)
- EBITDA from 4 new partners: 4 × $7.0M = $28.0M (more than offsets the $25.2M loss)
- However, with a 9–14 month sales cycle, signing 4 partners requires 2–3 years assuming some deals run in parallel
- This means LoyaltyEdge faces a 12–18 month EBITDA gap that cannot be closed through new client acquisition alone
What the interviewer is looking forShow guidanceHide guidance
This question tests the candidate's ability to work through a multi-step quantitative problem. Watch for:
- Whether they clarify assumptions about cost structure before calculating
- Whether they correctly apply vertical-specific margins rather than the blended 22%
- Whether they proactively note the time dimension (9–14 month sales cycle) without being prompted
If the candidate struggles, offer the grocery margin (20%) as a hint. If they apply the blended 22% margin, ask: "Would you expect the margin impact to match the company-wide average, or might it differ?"
Question 3Judgement & Insights
Please review Exhibit 3. Based on this data, which verticals should LoyaltyEdge prioritize for new client acquisition and why?
Hint · Judgement & Insights
Read the exhibit title, axes and units first. Lead with the ‘so what’, then back it with one or two numbers.
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Share Exhibit 3 with the candidate. If asked, confirm that:
- The travel vertical includes airlines, hotel chains, and online travel agencies
- The platform can technically support any consumer-facing retailer with a co-branded card program
- LoyaltyEdge has no travel partners among its current pipeline prospects
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The data reveals a clear vertical hierarchy, but the optimal strategy requires balancing multiple factors:
1. Travel is the highest-priority vertical
- Highest EBITDA margin at 28% (vs. 22% blended average)
- 2.5x the transaction volume per card compared to fashion, meaning higher revenue throughput per cardholder
- Strong retention rate at 92%
- Currently only 3 partners and $80M in revenue — significant whitespace
- Each new travel partner contributes ~$7M in EBITDA vs. ~$3M for an average "other" vertical partner
2. Fashion is the secondary priority for diversification
- Solid 23% margin, above grocery
- Average revenue per partner is $46.7M — the highest among diversified verticals — indicating large program sizes that move the needle
- Adds volume diversification against grocery concentration
3. Grocery should be deprioritized despite high volume
- 20% EBITDA margin is below average and only 0.7x of travel's margin
- LoyaltyEdge already has extreme grocery concentration; adding more grocery partners increases sector-specific risk
- High transaction volume does not compensate for lower margin — it amplifies risk with less profit
4. Key tensions to flag
- Travel is attractive but LoyaltyEdge has no travel prospects in its pipeline today; given the 9–14 month sales cycle, the earliest revenue would arrive in late 2027
- The concentration problem is not just about partners — it is about vertical concentration in grocery, which would persist even if SuperMart is replaced with another grocer
- A balanced portfolio of 2 travel + 1–2 fashion partners would provide better risk-adjusted growth than 4 partners in any single vertical
What the interviewer is looking forShow guidanceHide guidance
This question tests the candidate's ability to synthesize multiple data dimensions and draw actionable conclusions. A good answer goes beyond picking the highest-margin vertical.
- Good candidates identify travel as the highest-margin vertical and recommend pursuing it
- Strong candidates weigh margin against concentration risk, noting that adding more grocery partners would recreate the same vulnerability; they also flag the tension between travel's attractiveness and the empty pipeline
- Excellent candidates propose a portfolio approach — lead with travel for margin, add fashion for volume diversity — and raise the 9–14 month sales cycle as a constraint requiring immediate pipeline investment; they may also note that grocery's high transaction volume but low margin explains why SuperMart generated so much revenue but relatively less profit
Question 4Synthesis
Based on your analysis, what is your recommended strategy for the CEO?
Hint · Synthesis
Answer first: the recommendation, two or three reasons with numbers, then risks and next steps.
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- The candidate should synthesize across all three prior questions
- If the recommendation is too narrow (e.g., "just sign travel partners"), push: "What about the near-term risk from SuperMart? And the rising point costs?"
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Recommendation: A three-horizon strategy to de-risk, diversify, and defend margins.
Horizon 1 — Defend (0–6 months): Manage the SuperMart crisis and stop margin erosion
- Prepare for SuperMart bankruptcy: negotiate priority creditor status for outstanding receivables; begin transitioning SuperMart cardholders to a LoyaltyEdge-branded program that survives regardless of the retailer's fate
- Renegotiate FashionFirst terms with a value-based approach: offer enhanced data analytics and targeted marketing capabilities to justify maintaining current pricing, conceding no more than a 5–8% reduction vs. their requested 15%
- Address point cost inflation immediately: implement dynamic earning rates that reduce point issuance on low-margin transactions; introduce point expiry after 24 months of inactivity to reduce the $340M liability overhang; shift from flat per-point cost to partner-funded rewards for premium redemptions
Horizon 2 — Diversify (6–18 months): Build a travel-led growth pipeline
- Target 2 travel partners (airlines or hotel chains) and 1–2 fashion partners, aiming for $75–$100M in incremental revenue within 24 months
- Allocate dedicated sales resources to travel: hire a vertical-specific BD lead with airline/hotel loyalty expertise
- Consider acquiring a smaller loyalty platform with existing travel relationships to bypass the 9–14 month organic sales cycle — even a $30–$50M acquisition could bring 2–3 travel clients instantly
Horizon 3 — Transform (12–36 months): Evolve the business model
- Leverage the existing capacity (platform supports 25 partners with 12 today) to drive operating leverage as new partners are added
- Develop a data monetization layer: LoyaltyEdge sits on cross-retailer consumer spending data that has significant value for targeted marketing and consumer insights
- Set a portfolio rule: no single partner may exceed 20% of revenue, and no single vertical may exceed 35%, enforced through pricing and pipeline management
Key risks to monitor:
- If SuperMart files Chapter 11 before new partners are signed, EBITDA drops to ~$81M; the board should approve a $15–$20M credit facility to bridge the gap
- Travel pipeline is currently empty; every month of delay pushes revenue replacement further out
- Point liability of $340M must be managed proactively — if redemption rates continue rising, this becomes a cash flow crisis, not just a margin issue
Contributed by CaseDrill practice community
What the interviewer is looking forShow guidanceHide guidance
This tests the candidate's ability to deliver a concise, actionable recommendation under time pressure. Look for a clear structure (ideally a 3-part recommendation), acknowledgment of timing constraints, and at least one creative idea beyond the obvious.
- Good candidates recommend diversifying into travel and managing the SuperMart risk
- Strong candidates add a margin defense component and sequence their recommendations by time horizon
- Excellent candidates propose a specific action plan with measurable milestones, address the point liability issue, and may suggest strategic options beyond organic growth (e.g., acquiring a smaller platform with travel clients, or converting the point liability into a competitive moat through dynamic redemption)