Retail Operations interview prep.

Behavioural questions to expect

1. Walk me through your CV.
2. Tell me about a boutique, district, or clienteling moment where you owned a measurable outcome.
3. Why luxury retail operations - vs luxury brand marketing, mass retail, selective hospitality, or DTC?
4. Why this category at the floor - hard luxury (watches, jewellery) vs soft luxury (leather, RTW) vs beauty + fragrance?
5. Why the firm?
6. What is your read on our DOS network and flagship strategy?
7. How would you describe our clienteling programme and top-client experience?
8. Walk me through a boutique or flagship you owned end-to-end - the diagnosis, the operating moves, and the outcome.

Technical concepts to master

• DOS economics + flagship strategy

  Flagship boutique · Core boutique · Satellite + resort boutique · Private salon + by-appointment · Wholesale rationalisation

• Clienteling + top-client / VIC discipline

  Clienteling · Client book + SA book ownership · Top-client (VIC) tier · By-appointment + private-salon programming · Gifting + after-sales cadence

• SA coaching + ceremony of service

  Ceremony of service · SA profile + hire criteria · Coaching cycle · Bench + internal promotion · Mystery-shop + service-standard audit

• Allocation + runtime stock + visual merchandising

  Icon + scarcity allocation · Waiting-list management · Runtime stock + replenishment cadence · Visual merchandising (VM) + storytelling · Omni-luxury + boutique-led digital

Practical drills

• Your flagship boutique grew revenue 12% last year. New-client acquisition contributed 9 points, repeat-client growth contributed 5 points, mix contributed minus 2 points. Top-client (VIC) retention dropped from 78% to 71%. Top-client share of revenue dropped from 42% to 36%. Conversion at door rose from 11% to 14%. Walk through the diagnosis and the first three operating moves you would make.
• You take over a flagship that has run flat-to-negative LFL for two years. Density per sqm is 35% below peer flagships, SA productivity is bottom-quartile, top-client share has dropped to 22%, and the boutique-team mystery-shop score is on the floor. The maison's brand + creative direction is healthy. Walk through your 12-month turnaround plan.
• Your maison launches a new icon bag at EUR 9,500 retail. Global allocation is 5,000 units; your flagship receives 120 units. Registered client interest at your boutique alone is 850 clients (VIC + tier-2 + open registry + walk-in). Walk through the allocation + clienteling activation + ceremony-of-refusal playbook.

Smart-question anchors

• Flagship + DOS strategy - flagship moments, density gaps, wholesale rationalisation pace, new-door cadence
• Clienteling programme + top-client share - VIC programmes, private salons, gifting cadence, top-client revenue share
• SA bench + retention - SA hiring profile, training academy, internal-promotion ladder, senior-SA retention
• Allocation discipline + waiting-list practice - icon + capsule allocation rules, VIC priority, waiting-list governance
• Ceremony of service standard - service-standard manifesto, mystery-shop programme, video coaching practice

Sourced from

Bain + Altagamma Luxury Goods Worldwide Market Study · McKinsey + Business of Fashion State of Fashion report · Vogue Business + WWD luxury retail analyst commentary · Kapferer + Bastien - The Luxury Strategy · MBA luxury retail interview prep + practitioner guides (BoF Education, SDA Bocconi luxury master, ESCP + INSEAD luxury programme materials)