China Market Intelligence: Reading a Market Before It Moves

Framework slide: China lip care category split into a growing science lane and a declining sensory lane

Year

Company

Blistex

Project Type

Market Intelligence

Why it matters

In the U.S., you open Nielsen and the picture is mostly there. In China, syndicated data exists but coverage is fragmented and unreliable on its own. Sales data lives in Moojing across three e-commerce platforms. Regulatory filings live in NMPA. Social listening is scattered across Douyin, Xiaohongshu, and Weibo - none of which talk to each other. Competitive intelligence means reading patent filings, government certification reports, and distributor marketing materials, most of which only exist in Mandarin. The picture doesn’t exist until you build it.


At most companies, that’s the job of a research agency or an in-market insights team. At Blistex, it was me - sourcing the data, cleaning it, connecting it across platforms, and turning it into something leadership could actually use to make portfolio and pricing decisions. The result was a 38-slide evidence pack that became the analytical foundation for portfolio and pricing decisions in the market.

Why it matters

In the U.S., you open Nielsen and the picture is mostly there. In China, syndicated data exists but coverage is fragmented and unreliable on its own. Sales data lives in Moojing across three e-commerce platforms. Regulatory filings live in NMPA. Social listening is scattered across Douyin, Xiaohongshu, and Weibo - none of which talk to each other. Competitive intelligence means reading patent filings, government certification reports, and distributor marketing materials, most of which only exist in Mandarin. The picture doesn’t exist until you build it.


At most companies, that’s the job of a research agency or an in-market insights team. At Blistex, it was me - sourcing the data, cleaning it, connecting it across platforms, and turning it into something leadership could actually use to make portfolio and pricing decisions. The result was a 38-slide evidence pack that became the analytical foundation for portfolio and pricing decisions in the market.

Framework slide: price tier segmentation showing category growth concentrated in one tier

What I built

The raw data was noisy. Hundreds of brands, dozens of ingredient trends, three major e-commerce platforms, two social platforms, and no pre-built framework connecting any of it. The hard part wasn’t access - it was judgment. Knowing which signals matter, which are noise, and how to structure the output so a VP who’s never operated in China can make a confident decision in a 30-minute meeting.


I built three frameworks that did that:


  • First: a market bifurcation map that sorted the entire lip care category into two strategic lanes - “Science” (clinical proof, ingredient stories) vs. “Sensory” (flavors, lifestyle). The data made the growth story undeniable. One chart aligned leadership on positioning in a single meeting.

  • Second: a price tier segmentation that showed exactly where category growth was concentrated and where the biggest headroom was.

  • Third: an ingredient lifecycle model using skincare trend data as a 12–24 month leading indicator for lip care - giving the NPD team a forward view they’d never had.


Each framework was designed to collapse complexity into a decision. A tool leadership could act on in one meeting.

The unlock

Competitive analysis showed the category leader had built real structural advantages, the kind that are expensive to challenge head-on. The more useful question was where our own advantages were strongest. The framework I built shifted the conversation from competing on someone else’s terms to playing to the brand’s global scale and medical heritage, and showed how a single investment could work across 12+ markets instead of one.

Framework slide: ingredient lifecycle model using skincare trends as a leading indicator for lip care

What changed

The evidence pack directly shaped portfolio architecture, gave the NPD team ingredient decisions backed by lifecycle data, sharpened the annual plan with our in-market partner, and set the creative brief for a newly onboarded social agency.

More Projects

CONTACT

Stylized blue-toned illustration of a bearded man in profile wearing glasses and a collared shirt.

Good conversations lead to good things. Say hello :)

CONTACT

Stylized blue-toned illustration of a bearded man in profile wearing glasses and a collared shirt.

Good conversations lead to good things. Say hello :)

CONTACT

Stylized blue-toned illustration of a bearded man in profile wearing glasses and a collared shirt.

Good conversations lead to good things. Say hello :)