Research and strategy
- Subjects
- Markets, customers, brands
- Output
- One recommendation a design team can use
- Languages
- English and Chinese decks
- Tools
- AI research tools since 2025
What this is
Alongside the design work I research markets, customers and brands, and turn the findings into decisions a design team can use. Since 2025 I have done this research with Claude as a working tool: I set the question and the sources, check the output and draw the conclusions.
Market studies
All from public sources.
- China mobility 2030. A 46-slide study of how the Chinese car market consolidates by 2030. Starting point: 109 brands and four groups pulling ahead. Frameworks: which makers cover their costs, who owns their own chips and who buys them, and where a brand in the RMB 100,000 to 200,000 band can still differ. Finding for design: in that band, with similar technology and price, design is what separates one car from the next.
- NEV capability pyramid. A ranking of new-energy brands by what they build in-house, from silicon to software. Published as a LinkedIn article on the shift from the combustion era to the silicon era.
- Software-defined vehicles in China. LinkedIn article.
- US start-ups compared. Tesla, Rivian, Lucid, Slate and Scout set against the Chinese brands, on the question of why so many electric cars look and feel alike.
- Xpeng MONA line-up. A reading of the M03, L03, L05 and G9L from MIIT filings.
Customer research
- Owner sentiment from Chinese forums. What buyers and owners write about new launches, sorted by theme, and what it means for the next design brief.
- Gen Z research for eπ. See the eπ case study.
Brand frameworks
Titles only. The content is confidential.
- Brand architecture for a six-brand group: one position and one customer for each brand. Bilingual, 50 slides.
- Brand DNA and colour palette for each brand.
- Design keyword system for a mainstream brand, across ten design domains.
- Global design DNA 2027 to 2035 for an export portfolio: two product lanes, five market regions, three design territories and a recommendation.
How I work
- Question and sources agreed first.
- Evidence collected and logged with its source.
- Frameworks built from the evidence, then tested against cases that do not fit.
- One recommendation, with what it would cost and what it rules out.
- A deck a board can read in twenty minutes, in English and Chinese.
Henning Knoepfle