汽车市场研究和汽车诊所

The automotive market is undergoing four simultaneous transitions: powertrain, software, retail, and ownership. Winners are treating them as one integrated commercial question, not four engineering programs.
That reframing is what separates OEMs gaining share from those defending it. Automotive market research is no longer a validation exercise for product plans already approved. It is the primary tool executives use to sequence billion-dollar bets across battery chemistry, ADAS tiers, dealer footprint, and data platforms. The firms compounding advantage right now share a specific analytical posture, and it is visible in how they scope their questions.
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什么是汽车市场研究?为什么它很重要?
汽车市场研究不仅仅是统计汽车销量或确定当季最流行的颜色。它是一种多维度的方法,旨在了解消费者偏好、市场动态、竞争格局和新兴技术变革的细微差别。
它为组织提供洞察力和数据,以便根据客户的需求和看法构思、制造和定制车辆。研究还指导新广告、信息和营销材料的开发。随着新技术越来越多地融入汽车产品中,创新已成为许多汽车制造商和原始设备制造商 (OEM) 的首要任务。
Why Automotive Market Research Now Drives Capital Allocation, Not Just Product Planning
Historically, automotive research answered “what should this vehicle look like.” The strategic question has shifted to “where should the next dollar of capex go.” Battery gigafactory commitments, software-defined vehicle platforms, and dealer consolidation each carry ten-year payback horizons and non-recoverable commitments.
That has moved market intelligence upstream. Product clinics still matter, but the higher-value work now sits at the portfolio level: cross-region powertrain mix modeling, ADAS feature willingness-to-pay by segment, and connected services attach-rate forecasts.
SIS International Research engagements across European and Asia-Pacific OEMs indicate the most disciplined players are running quarterly powertrain transition modeling that ties battery cost curves, charging infrastructure density, and residual value assumptions into a single scenario framework rather than treating them as separate forecasts.
The practical consequence is fewer stranded assets. OEMs using integrated scenario modeling have been able to defer or accelerate BEV platform investments by one to two model cycles based on evolving evidence, rather than committing on original launch timelines.
How Research Turns Data Into Decisions
The automotive market research process, narrowing from broad data gathering to focused strategy that drives confident decisions
Source 1: SIS International Automotive Market Research
Stage widths are illustrative of how research narrows toward decisions, not measured values.
Electric Vehicle Market Analysis Requires Regional, Not Global, Assumptions
The single biggest error in electric vehicle market analysis is applying a global adoption curve to regional P&Ls. China, Norway, Germany, California, and Texas are on entirely different trajectories driven by charging density, incentive structure, grid mix, and consumer segment behavior.
Serious EV market analysis now segments by corridor and use case. Fleet electrification total cost of ownership works in urban last-mile delivery well before it works in long-haul. Retail BEV adoption in Germany is being paced by home-charging access in multi-family housing, not vehicle price. In the US, the gap between coastal early adopters and interior markets is widening, which changes dealer allocation logic entirely.
EV battery chemistry benchmarking has become a commercial exercise, not a technical one. LFP versus NMC versus emerging sodium-ion decisions now hinge on regional raw material exposure, warranty economics, and second-life residual value, all of which require primary intelligence from cell manufacturers, recyclers, and fleet operators. BYD, CATL, LG Energy Solution, and Northvolt are pursuing structurally different chemistry roadmaps, and OEM sourcing strategy has to be built against that reality.
ADAS Adoption Curves Analysis Is Where Margin Is Being Won
ADAS is the clearest example of software-defined margin. Level 2+ features are becoming table stakes. Level 3 conditional automation is where premium OEMs are testing subscription and one-time-unlock pricing models that structurally change vehicle lifetime revenue.
Competitor analysis of Level 3 ADAS features now goes beyond specification comparison. It requires understanding which OEMs have secured regulatory approval in which jurisdictions, how insurance underwriters are pricing liability transfer, and what customers will actually pay for hands-off, eyes-off driving. Mercedes-Benz Drive Pilot, BMW Personal Pilot, and the evolving Tesla FSD positioning each represent different bets on the same underlying question.
SIS International's B2B expert interviews with tier-one suppliers and OEM ADAS program leads across Germany, France, and the UK point to a widening gap between stated consumer interest in autonomy and demonstrated willingness to pay once features are unbundled from the base vehicle price, which has significant implications for how ADAS revenue should be forecast in five-year plans.
区域洞察
区域洞察在汽车市场研究中至关重要,它能为不同地理区域的市场动态、消费者行为和竞争格局提供宝贵的见解。以下是一些需要考虑的关键区域洞察:
北美:
北美汽车市场的特点是美国和加拿大等成熟市场,这些市场的消费者偏好、经济状况和监管要求推动着汽车销售。近年来,该地区对电动汽车 (EV)、SUV 和皮卡的需求不断增长,人们对高级驾驶辅助系统 (ADAS) 和联网汽车技术的兴趣也日益浓厚。
欧洲:
欧洲汽车市场的特点是排放法规严格,消费者偏好转向电动汽车和混合动力汽车,对自动驾驶技术的投资不断增加。此外,受城市化趋势和可持续发展计划的推动,该地区的汽车共享和出行即服务 (MaaS) 平台也不断增加。
亚太:
The Asia-Pacific region is the largest automotive market globally, with countries such as China, Japan, and India driving demand for automobiles due to population growth, urbanization, and rising incomes. In China, the world's largest automotive market, government incentives for electric vehicles and advancements in technology and infrastructure are fueling growth in the electric vehicle segment. In India, increasing urbanization and infrastructure development drive demand for passenger vehicles, while the commercial vehicle segment remains robust due to logistics and transportation needs.
拉美:
多样化的消费者偏好、经济波动和监管挑战推动着汽车市场的发展。巴西和墨西哥等国家是该地区的主要汽车市场,对乘用车、轻型卡车和商用车的需求不断增长。然而,拉丁美洲的市场增长往往受到货币波动、政治不稳定和贸易政策的影响,需要企业应对不确定性并相应地调整战略。
The Automotive Industry in Numbers
A snapshot of the scale of global car sales and the rapid shift toward electric vehicles
Source 1: Global Electric Vehicle Outlook
Source 2: SIS International Automotive Market Research
Connected Vehicle Data Monetization Strategies Are Maturing Beyond Pilots
Every OEM has a connected car data strategy slide. Very few have a P&L. The commercial models that are working share three characteristics: they identify a specific external buyer (insurers, municipalities, fleet managers, mapping providers), they respect emerging data governance regimes including GDPR and the EU Data Act, and they are priced against a substitute rather than against imagined value.
Market research on connected car data monetization has to answer buyer-side questions first. What are commercial fleet operators actually paying for telematics data today, and from whom. What price sensitivity do property and casualty insurers show for real-time driving behavior data versus what they already receive from OBD dongles. What do HD mapping providers pay per vehicle-mile for road condition data. Without those benchmarks, internal monetization models default to top-down TAM estimates that do not survive contact with procurement.
Automotive Dealer Network Optimization in the Agency Model Era
The future of automotive retail is not the death of the dealer. It is the restructuring of the dealer's role. Agency models being tested by Volvo, Mercedes-Benz, and Stellantis brands shift inventory risk and pricing control to the OEM while keeping the dealer as the physical fulfillment and service touchpoint.
Automotive dealer network optimization now requires modeling three variables together: catchment demographics, service revenue potential over a ten-year installed base, and BEV-specific requirements including charging infrastructure and high-voltage technician capacity. Rooftop consolidation makes sense in some markets and destroys share in others, and the difference is measurable through primary research with existing customers on drive-time tolerance and service loyalty.
The Four-Lens Framework for Automotive Portfolio Decisions
| Lens | Core Question | Primary Research Method |
|---|---|---|
| Powertrain | What mix by region and segment through the late 2020s? | Consumer segmentation, TCO modeling, dealer interviews |
| 软件 | What features drive willingness to pay? | Conjoint analysis, feature clinics, subscription testing |
| 零售 | Where does agency win vs franchise? | Dealer interviews, catchment modeling, customer journey mapping |
| 数据 | Who pays, how much, for what? | B2B buyer interviews, price benchmarking, use case validation |
来源: SIS International Research
汽车市场研究机会
• 数据驱动的个性化: 随着联网汽车数据激增,企业拥有前所未有的机会提供个性化服务。市场研究使企业能够分析消费者的驾驶模式、偏好和行为,从而提供定制服务。
• 与科技巨头的合作: 随着汽车逐渐成为移动技术中心,与科技巨头合作可能是一种战略举措。与苹果、谷歌或亚马逊等公司合作可以提升车内体验。汽车市场研究的见解可以帮助确定最有利可图和最受欢迎的整合方式。
• 创新融资选择: With a shift away from traditional car ownership towards leasing and subscription models, there's an opening for innovative financing solutions.
• 绿色技术投资: 随着可持续性变得至关重要,投资绿色技术(从电池开发到轻质材料)将带来丰厚的回报。汽车市场研究可以精准定位具有最高潜在投资回报率的技术,从而指导投资。
• 进军移动出行服务: Beyond selling cars, there's an opportunity to offer mobility services. Ride-sharing, car-sharing, and e-scooter services are booming in urban areas. This market research can help businesses find the right niche and market segment for expansion.
汽车市场研究对企业面临的挑战
• 严格的规定: 世界各国政府都在制定严格的排放、安全和技术整合目标。各国的法规差异很大,导致全球汽车市场研究变得复杂。
• 供应链中断: 汽车供应链面临压力,包括半导体短缺以及全球事件造成的中断。市场研究必须预见到这些挑战及其对消费者情绪和购买行为的影响。
• 投资风险高: 汽车行业需要大量资本投入,尤其是在涉足新技术时。汽车市场研究旨在确保这些投资有数据支持且具有战略合理性。
What the Best Automotive Market Research Programs Do Differently
Three patterns separate leading programs from the rest.
First, they run continuous tracking rather than episodic studies. Powertrain preference, ADAS willingness-to-pay, and brand consideration shift quarterly in current market conditions, and annual studies miss the inflection points that matter for capital allocation.
Second, they invest as heavily in supply-side intelligence as demand-side. Battery cell pricing, semiconductor allocation, tier-one supplier capacity, and charging network buildout all move faster than consumer preference and often determine what is commercially possible before customer demand becomes the constraint.
Third, they treat car clinics and ethnographic research as design inputs, not launch validation. In SIS International's automotive clinic work across European and North American markets, insights gathered eighteen to twenty-four months pre-launch have consistently produced higher ROI than late-stage validation, particularly on interior architecture, HMI logic, and charging user experience.
The OEMs and suppliers gaining share right now are not the ones with the biggest research budgets. They are the ones asking sharper questions and connecting the answers to capital decisions faster than the cycle demands.
Automotive market research, done at this level, is a competitive weapon rather than a reporting function. The next decade will reward the executives who treat it that way.
SIS International 的汽车市场研究如何帮助企业
SIS International offers comprehensive automotive market research solutions designed to help businesses navigate the complexities of the automotive industry and achieve their strategic objectives. Here's how our services can benefit businesses:
降低风险:
SIS International's automotive market research helps businesses mitigate risks associated with product development, market entry, and strategic decision-making.
增加收入:
我们的汽车市场研究为企业提供了有关市场需求、消费者行为和竞争定位的宝贵见解,使他们能够制定推动收入增长的有针对性的战略。
节省金钱和时间:
Our automotive market research helps businesses make informed decisions quickly and efficiently, minimizing wasted resources and accelerating time-to-market for new products, services, and initiatives.
加速增长和创新:
SIS International's automotive market research gives businesses the insights and intelligence to drive growth and innovation in a rapidly evolving industry landscape.
提高投资回报率:
最终,与 SIS International 合作进行汽车市场研究可使企业做出更明智、更具战略性的决策,从而推动增长、盈利能力和长期成功,从而带来切实的投资回报 (ROI)。
常见问题解答
What is automotive market research used for at the executive level?
It informs capital allocation decisions across powertrain investment, ADAS feature roadmaps, dealer network structure, and connected vehicle data monetization. At the C-suite, it is used to sequence billion-dollar commitments rather than validate product specifications.
How is EV market share forecast to evolve versus ICE through the late 2020s?
Regional divergence will dominate. China, Northern Europe, and coastal US markets will approach BEV parity with ICE in new-vehicle sales well before interior US and most emerging markets, making global forecasts commercially useless for regional P&L planning.
What is the most effective way to conduct competitor analysis of Level 3 ADAS features?
Combine specification benchmarking with jurisdiction-by-jurisdiction regulatory approval mapping, insurance liability positioning, and primary willingness-to-pay research once features are unbundled from base vehicle price.
How should OEMs evaluate connected car data monetization opportunities?
Start with buyer-side benchmarking. Interview insurers, fleet operators, municipalities, and mapping providers to establish what they actually pay for equivalent data today, then price against those substitutes rather than top-down TAM estimates.
What is driving automotive dealer network optimization decisions today?
The agency model shift, BEV service requirements, and changing catchment economics. Optimization now requires joint modeling of demographics, ten-year service revenue potential, and high-voltage infrastructure investment per rooftop.
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