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Inside Luckin Coffee’s 1.31 Million-Cup Launch for Cheese Latte

Original publication date
Oct 27, 2022
Archive status
Historical archive
Original source
FoodBud WeChat archive
Original publication source
FoodBud WeChat source
Restated and attributed, not a reproduction · original source: FoodBud WeChat archive. This archive entry should not be presented as FoodBud original reporting.
This is an English adaptation of a FoodBud historical article originally published on October 27, 2022.

According to an October 2022 interview by CASE SHOWCASE, Luckin Coffee positioned its new Cheese Latte as an “annual hero product” and treated it as a test of whether the chain could repeatedly manufacture beverage hits at scale.

Luckin’s “hit product” playbook had become visible in 2021 with the launch of Coconut Latte. From April 2021 to April 2022, the drink sold more than 100 million cups. At the time of the article, its discounted mini-program price was RMB 18, while Luckin reported full-year 2021 revenue of RMB 8 billion.

In 2022, Luckin chairman and CEO Guo Jinyi said on the company’s Q2 earnings call that one driver of growth was the continued launch of hit products, including Coconut Cloud Latte after Coconut Latte.

A New Record Launch

On October 10, 2022, Luckin launched Cheese Latte in collaboration with JoJo’s Bizarre Adventure: Stone Ocean.

The product sold:

  • 1.31 million cups on its first day
  • 6.59 million cups in its first week

That exceeded Luckin’s previous first-week records for Coconut Latte and Coconut Cloud Latte. CASE SHOWCASE compared it with another 2022 ready-to-drink hit, HEYTEA’s collaboration with A Dream of Splendor, which sold 1.4 million cups in its first week.

Luckin co-founder and chief growth officer Yang Fei, vice president Shen Yue, and product center senior director Wang Meijie told CASE SHOWCASE that Cheese Latte was Luckin’s first externally defined “annual hero product.” The company planned to brand it independently, with its own short-term spokesperson, IP tie-in, campaign events, and ad spending, aiming to make it synonymous with the category in the same way Coconut Latte had become.

How Luckin Defines a Hit

Yang said the most important metric for judging whether a product is a hit is cups sold per store. In Luckin’s system, a product selling more than 30 cups per store can be classified as a hit.

For an annual hero product, Luckin looks more closely at sustained daily volume. Yang said a typical coffee shop selling 200 cups a day is near break-even, and Cheese Latte alone was approaching three-quarters of that level per store.

Luckin’s product team said the company had built a tiered product structure:

  • 1-2 annual hero products per year
  • 1-2 monthly hit products
  • Other products with their own sales targets

Annual hero products receive the highest priority, the most resources, and the longest sales and communications cycle.

Product Development Timeline

Wang said Luckin’s normal new-product preparation cycle is 3-6 months, but annual hero products require longer preparation.

For Cheese Latte:

  • The first round of taste testing was completed in January 2022.
  • The product entered Luckin’s launch reserve pool, initially for a possible May or June release.
  • Another latte concept was performing similarly, so Luckin tested both in the market.
  • In July 2022, Luckin ran a roughly one-month city test in Hangzhou, Nanjing, Xi’an, and Tianjin to compare purchase preference and consumer feedback.
  • The final launch date was confirmed after the city test.

Wang said Cheese Latte emerged from Luckin’s broader “big latte strategy,” with milk coffee as a core R&D direction. The team was also watching growth in cheese-based products and cheese flavor trends.

The main concern was polarization: the cheese flavor was distinctive, and Luckin did not want a product that some consumers loved but others strongly rejected.

Data-Driven R&D

Wang described two key inputs in Luckin’s new-product development: product strategy and data.

Data is used to:

  • Define product direction from sales data, consumer feedback, social media, industry trends, and market research.
  • Quantify product performance through taste tests, city sales tests, and consumer feedback tests.
  • Measure preferences such as flavor and sweetness.
  • Review taste-test scores against post-launch sales data to guide improvements or related products.

For example, if consumers frequently mention “refreshing,” Luckin may push further in that direction. If sweetness is criticized, the team may adjust sugar levels.

Supply Chain Lessons From Coconut Latte

When Coconut Latte launched in 2021, many stores sold out. Shen said that was not hunger marketing; inventory was simply insufficient.

For Cheese Latte, Luckin used a joint forecasting and stocking mechanism between the product center and marketing center. Wang said the company’s supply chain advantages were digitalization and flexible supply, which allowed more precise and stable support for the launch.

Why October 10

Yang said Cheese Latte was designed for autumn and winter. Unlike summer products such as Coconut Cloud or seasonal fruit-flavored milk coffees, autumn-winter products are intended to feel warmer and richer.

The original launch window was mid-September 2022, but Luckin moved it to October for two reasons:

  • Based on historical data, the second week of October is when many parts of China typically cool down, making hot drinks more suitable.
  • After the seven-day holiday, consumers enter what Yang called a cleaner information window, making them more receptive to a new product.

Marketing the Annual Hero Product

Yang said annual hero products must first be product-led: the drink has to taste good. Marketing then amplifies it.

Luckin’s strategy was to give Cheese Latte its own independent brand treatment, including IP collaboration, events, advertising, and possibly a short-term spokesperson.

For the IP collaboration, Luckin chose JoJo’s Bizarre Adventure: Stone Ocean. Yang said the rationale was “small circle first, broad circle later.” Compared with mainstream anime IP such as Naruto or One Piece, JoJo had a smaller audience, but more committed fans who could more strongly convert affinity into purchases.

Yang also noted that Luckin had more than 7,000 stores by then, giving the company a larger user base than it had during the April 2022 Coconut Cloud Latte launch.

Some fans felt the collaboration was shallow because it used IP imagery but did not include secondary creative adaptation. Shen said the timeline was too tight: collaboration with Japanese anime IP would require at least six months for that level of creative work, while Luckin only confirmed the Stone Ocean partnership at the end of August 2022. Shen said the studio of JoJo creator Hirohiko Araki reviewed materials only one day per week.

Pre-Launch Demand Building

Shen said the marketing team monitored social media during small-scale testing and noticed demand from consumers in cities where the product was not yet available.

Luckin then used teaser-style social media interactions. In early September, it removed the test product while announcing a full October launch, turning pent-up demand into a launch moment.

Shen said Luckin had its own standardized new-product communications method and that following it usually met expectations.

Owned Traffic and Private-Domain Operations

Shen said Luckin’s marketing system relies heavily on its own traffic pool, built over years through its mini-program, private-domain channels, and WeChat public account. The company had accumulated tens of millions of users and developed habits such as Monday 8 a.m. coupon releases.

He said Luckin has 18 required actions for using that traffic pool.

The company also manages its social accounts closely, especially Weibo, where Shen said Luckin likes to interact with users in a way that feels knowledgeable and playful.

Yang said Luckin’s spending on external traffic buying was relatively small, with more dependence on private-domain operations and content marketing. After a new product enters a stable period, operations shift toward more refined private-domain work.

Portfolio Planning

Luckin launches more than 100 products a year. Yang said the company grades products internally, then assigns marketing resources and launch cadence by tier. Quarterly planning considers holidays, solar terms, and specific consumption occasions.

He said a monthly hit product is expected, and some months may have two.

Product grading is based on:

  • Product team judgment from historical experience
  • Luckin’s own data and external data
  • Multiple rounds of pre-launch testing

If a product is assigned a higher tier but misses its cup-volume target, Luckin may add promotional resources. If it still fails, the company analyzes whether the issue is product strength or promotion.

Yang cited Luckin’s 2022 Qixi Festival collaboration with Sad Frog as a marketing-driven success case. The company identified Qixi as a major marketing moment and asked the product team for a drink that had both symbolic meaning and strong flavor. The campaign helped Luckin evaluate how much traffic pure IP collaboration or a major seasonal occasion could generate, and those learnings were reused for Cheese Latte.

Growth Priorities

Asked about his next work focus, Yang said he was responsible for revenue growth and user growth. His team’s role was to support new-product promotion, help stores operate traffic, acquire users, retain users, and increase purchase frequency.

He also said China’s coffee market was still attracting new entrants, which he viewed as a sign that the market was far from its ceiling.

Note: Launch targets, annual product-frequency guidance, store count, sales volumes, and market comments are historical statements from October 2022.