Luckin Coffee franchise: AI Adoption Score 62/100
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Luckin Coffee (QSR / Coffee & Bakery, headquartered in China) operates 31,048 units with +39.0% year-over-year unit growth, and scores 62/100 on the FranchisePulse AI Adoption Score for Q3 2026 — ranking #32 of 61 tracked franchise systems.
Luckin ended 2025 with 31,048 stores, 10,814 of them partnership stores run by partners rather than the company; it launched its retail partnership model in 2019 and an exclusive franchise model in 2025. Its published technology is back-office rather than customer-facing AI: the company describes a smart supply chain system that forecasts demand and orders directly from suppliers, a scheduling system that assigns shifts automatically, and data analytics that personalise menus in the app — it names no AI model or vendor in its annual report, which holds the score below the largest Western chains. Growth is the total store count, 22,340 at end-2024 to 31,048 at end-2025.
10,814 partnership stores of 31,048 total at 31 Dec 2025; 22,340 total at 31 Dec 2024
Luckin Coffee — Form 20-F for FY2025, Item 5 selected quarterly operating data ↗Officialreviewed 2026-09-20"We launched our retail partnership model in 2019 and our exclusive franchise model in 2025"
Luckin Coffee — Form 20-F for FY2025, Item 3.D Risk Factors (partnership model) ↗Officialreviewed 2026-09-20| Sector | QSR / Coffee & Bakery |
| Headquarters | China |
| Units (approx.) | 31,048 |
| Unit growth YoY | +39.0% |
| Region | APAC |
| Founded | 2017 |
| AI Adoption Score | 62/100 · rank #32/61 |
| Figures last reviewed | 2026-09-20 |
AI Adoption Score breakdown
EDITORIAL METRIC · METHODOLOGY: franpulse.ai/data/franchise-ai-adoption-rate
How to read Luckin Coffee’s score
At 62/100, Luckin Coffee sits 0 points above the QSR / Coffee & Bakery average of 62 and 1 below the 61-system index average of 63. It ranks #3 of 7 in its sector on AI, and #2 by unit count, behind on AI for its size.
Data infrastructure leads at 70 and training & support AI trails at 38, a 32-point spread. Data infrastructure is 4 ahead of operations AI. Unit growth of +39.0% is 35.9 points above the sector median of 3.1%.
| Pillar | Luckin Coffee | QSR / Coffee & Bakery avg | Gap |
|---|---|---|---|
| Operations AI | 66 | 62 | +4 |
| Marketing AI | 60 | 66 | -6 |
| Training & Support AI | 38 | 52 | -14 |
| Data infrastructure | 70 | 66 | +4 |
QSR / COFFEE & BAKERY AVERAGES · 7 SYSTEMS · INDEX SUB-SCORES ONLY
Where Luckin Coffee uses AI today
- —Smart supply chain management system combining intelligent warehousing and order management; the company says it lets Luckin forecast demand, analyse inventory and place orders directly with suppliers to cut procurement costs
- —Automated in-store inventory system connecting stores to warehouses and analysing each store's sales, supply and inventory in real time, alongside a smart scheduling system that automatically sets staff shifts and order assignments
- —Data analytics used to recommend products to customers with more precision and personalise their menus in the Luckin app
- —Fully automatic intelligent coffee roasting facilities in Kunshan (Jiangsu) and Pingnan (Fujian) in full-scale production as of 31 December 2025, with a third in Qingdao (Shandong) in trial operation in early 2026