TGM RESEARCH BLOG
Market Research in the Ride-Hailing Industry: What It Reveals, Why It Matters, and How to Apply It
Why is your user base growing, but your net revenue or profit still stays in the red?
It's tempting to believe that more users will eventually solve the revenue puzzle. But often, higher activity just masks a deeper issue, that is a disconnect between what we think riders want and why they really hit "request" button.
So, the growth doesn't always reflect the real demand. In 2026, if you're optimizing based on volume alone, you might be scaling the wrong strategy. Here is how market research moves us beyond the growth hype to find the hidden demand gaps that actually move the needle.
It's tempting to believe that more users will eventually solve the revenue puzzle. But often, higher activity just masks a deeper issue, that is a disconnect between what we think riders want and why they really hit "request" button.
So, the growth doesn't always reflect the real demand. In 2026, if you're optimizing based on volume alone, you might be scaling the wrong strategy. Here is how market research moves us beyond the growth hype to find the hidden demand gaps that actually move the needle.
Key Highlights for Ride-Hailing Market Research (2026 Update)
- Operational data (rides, pricing, wait times) only tells you what’s happening. But market research is what explains why. It uncovers rider behavior, how people perceive dynamic pricing, why they switch apps, and what drivers actually want from platforms.
- Price and wait time win. Gen Z tends to compare across multiple apps before booking, while Millennials lean more toward safety and reliability.
- Ride-hailing is a two-sided marketplace, and that balance is everything. Sustainable growth depends on keeping both riders and drivers satisfied, so things like dispatch efficiency and driver incentives are not just operational, they’re strategic.
- Consumers express needs through behaviors like how often they ride, what they’re willing to pay. But businesses like insurers, EV manufacturers, fintech are using these insights to build entirely new mobility solutions around the ecosystem.
- Rapid changes in ride-hailing (AI dispatch, EV fleets, new features) require real-time data combined with gig market research for better decisions.
Hidden Shifts Reshaping the Ride-hailing Market in 2026
Market growth alone does not guarantee that you truly understand what drives rider behavior. As competition intensifies, three invisible shifts are moving the ground beneath the industry:
Promotions and Loyalty Programs Are Losing Impact
Promotions and loyalty programs are often seen as powerful tools to attract and retain users. Discount codes, vouchers, or brand collaborations are widely used to increase ride volume and encourage app downloads.
However, according to TGM 2026 Global Ride-hailing Insights report, price and waiting time remain the most influential factors when users choose a ride-hailing service. Riders prioritize affordability and convenience above many other elements. In comparison, promotions and loyalty rewards often rank among the least influential factors in decision-making.
Following TGM insights, strategies focused heavily on promotional campaigns may not address what riders truly value. For example, companies may invest in marketing partnerships with celebrities or brands, distribute large numbers of discount vouchers, or run complex loyalty programs. Yet these initiatives can fail to produce sustainable results if they do not align with the key factors driving user's choice.
According to the 2024 TGM Global Ride-hailing report, users also preferred good pricing and availability over other factors. Notably, promotions and loyalty programs were absent from their selection criteria.
However, according to TGM 2026 Global Ride-hailing Insights report, price and waiting time remain the most influential factors when users choose a ride-hailing service. Riders prioritize affordability and convenience above many other elements. In comparison, promotions and loyalty rewards often rank among the least influential factors in decision-making.
Following TGM insights, strategies focused heavily on promotional campaigns may not address what riders truly value. For example, companies may invest in marketing partnerships with celebrities or brands, distribute large numbers of discount vouchers, or run complex loyalty programs. Yet these initiatives can fail to produce sustainable results if they do not align with the key factors driving user's choice.
According to the 2024 TGM Global Ride-hailing report, users also preferred good pricing and availability over other factors. Notably, promotions and loyalty programs were absent from their selection criteria.
Differences in Ride Usage Between Gen Z and Millennials
Another important shift in the ride-hailing market comes from generational differences in usage behavior. Gen Z and millennials often use ride-hailing services in different ways, influenced by their priorities and lifestyle.
Gen Z users tend to prioritize affordability and flexibility. They are highly price-sensitive and often compare prices across multiple ride-hailing platforms before booking a ride, they open several apps simultaneously to find the lowest price available. Shared ride options or more affordable service tiers are often attractive to this group. At the same time, Gen Z is also strongly influenced by social and environmental values. For example, some riders may prefer services that promote sustainability, if those options align with their environmental concerns, such as electric vehicle fleets.
Millennials, on the other hand, often place greater emphasis on safety, and service quality. For many users in this group, ride-hailing is not only a convenience but also a practical transportation solution for daily responsibilities. Some millennials rely on ride-hailing to transport children or older family members, making driver professionalism, vehicle quality, and safety features particularly important.
This trend of millennials choosing ride-hailing services for safety reasons has existed for many years. According to the 2024 TGM Global Ride-hailing insights, a number of millennials chose these services as safer alternatives to traditional transport.
Gen Z users tend to prioritize affordability and flexibility. They are highly price-sensitive and often compare prices across multiple ride-hailing platforms before booking a ride, they open several apps simultaneously to find the lowest price available. Shared ride options or more affordable service tiers are often attractive to this group. At the same time, Gen Z is also strongly influenced by social and environmental values. For example, some riders may prefer services that promote sustainability, if those options align with their environmental concerns, such as electric vehicle fleets.
Millennials, on the other hand, often place greater emphasis on safety, and service quality. For many users in this group, ride-hailing is not only a convenience but also a practical transportation solution for daily responsibilities. Some millennials rely on ride-hailing to transport children or older family members, making driver professionalism, vehicle quality, and safety features particularly important.
This trend of millennials choosing ride-hailing services for safety reasons has existed for many years. According to the 2024 TGM Global Ride-hailing insights, a number of millennials chose these services as safer alternatives to traditional transport.
These generational differences highlight why assumptions about “typical riders” can be misleading. What attracts one segment of users may not resonate with another.
To update your strategy with the latest 2026 insights, TGM’s Ride-Hailing Reports provide a fast and reliable way to understand how the market is evolving.
Drivers Are Becoming More Selective About Platforms
In recent years, many drivers have become more cautious about which platforms they work with, as fluctuating earnings, fuel costs, and platform commissions affect the sustainability of gig driving.
Operating costs are influencing driver choices significantly. In many markets, inflation, geopolitical tensions, and fuel price volatility have increased the cost of operating gasoline vehicles. The economic instability pushes drivers to seek more predictable and sustainable income sources. So, drivers are shifting toward platforms with electric vehicle fleets, where operating costs are lower and more stable. Others prefer platforms that offer clearer earning structures. For many drivers, EV-based ride-hailing is no longer just an environmental choice, it is a practical way to manage costs and maintain stable earnings.
Safety and protection mechanisms are another emerging factor. Many drivers report facing rude passengers, false complaints, or even situations where their personal safety is threatened. These experiences increase the risk of unfair deactivation or disputes that drivers struggle to defend. As a result, drivers are more likely to stay on platforms that provide technological safeguards, such as dashcams or digital evidence systems, which can document incidents and protect drivers from false accusations or unsafe situations.
Operating costs are influencing driver choices significantly. In many markets, inflation, geopolitical tensions, and fuel price volatility have increased the cost of operating gasoline vehicles. The economic instability pushes drivers to seek more predictable and sustainable income sources. So, drivers are shifting toward platforms with electric vehicle fleets, where operating costs are lower and more stable. Others prefer platforms that offer clearer earning structures. For many drivers, EV-based ride-hailing is no longer just an environmental choice, it is a practical way to manage costs and maintain stable earnings.
Safety and protection mechanisms are another emerging factor. Many drivers report facing rude passengers, false complaints, or even situations where their personal safety is threatened. These experiences increase the risk of unfair deactivation or disputes that drivers struggle to defend. As a result, drivers are more likely to stay on platforms that provide technological safeguards, such as dashcams or digital evidence systems, which can document incidents and protect drivers from false accusations or unsafe situations.
How Ride-Hailing Usage Differs Across Countries
Riders in different regions often use ride-hailing services in distinct ways depending on local transportation infrastructure, regulations, lifestyle patterns, economic conditions, etc.
One clear difference lies in the type of vehicles riders prefer.
In SEA, two-wheel ride-hailing services such as motorbike taxis are widely used because they can move quickly through congested urban traffic. In Europe, stricter environmental regulations and urban sustainability goals are encouraging the adoption of electric vehicle (EV) ride services, shaping rider expectations toward cleaner transportation options. Meanwhile, in North America and parts of Europe, autonomous ride-hailing technologies are beginning to emerge, with pilot programs testing self-driving services in several cities.
Another major difference appears in why people use ride-hailing services.
According to insights from the TGM Global Ride-Hailing Report 2026, users in APAC and LATAM often rely on ride-hailing for everyday transportation such as commuting to work or school. In contrast, many European users treat ride-hailing as an occasional convenience, using it primarily for social activities, entertainment trips, or late-night travel because public transportation systems are widely available and efficient.
However, these two factors represent only a small part of the local differences that shape ride-hailing markets. Companies expanding across countries must also consider payment behavior, local competitive landscapes, regulatory environments, pricing expectations, driver supply dynamics, etc.
Several real-world cases illustrate how failing to adapt to these local conditions can affect expansion strategies.
Uber struggled in SEA because its original operating model did not fully align with local market conditions. Uber initially focused on card-based payments and car-based rides, while many SEA users preferred cash payments and motorcycle ride services to navigate heavy urban traffic.
Other platforms faced similar challenges: Gojek exited Thailand after failing to compete with Grab’s strong local position, while Didi withdrew from South Africa after only about a year due to difficult economic conditions and intense competition.
One clear difference lies in the type of vehicles riders prefer.
In SEA, two-wheel ride-hailing services such as motorbike taxis are widely used because they can move quickly through congested urban traffic. In Europe, stricter environmental regulations and urban sustainability goals are encouraging the adoption of electric vehicle (EV) ride services, shaping rider expectations toward cleaner transportation options. Meanwhile, in North America and parts of Europe, autonomous ride-hailing technologies are beginning to emerge, with pilot programs testing self-driving services in several cities.
Another major difference appears in why people use ride-hailing services.
According to insights from the TGM Global Ride-Hailing Report 2026, users in APAC and LATAM often rely on ride-hailing for everyday transportation such as commuting to work or school. In contrast, many European users treat ride-hailing as an occasional convenience, using it primarily for social activities, entertainment trips, or late-night travel because public transportation systems are widely available and efficient.
However, these two factors represent only a small part of the local differences that shape ride-hailing markets. Companies expanding across countries must also consider payment behavior, local competitive landscapes, regulatory environments, pricing expectations, driver supply dynamics, etc.
Several real-world cases illustrate how failing to adapt to these local conditions can affect expansion strategies.
Uber struggled in SEA because its original operating model did not fully align with local market conditions. Uber initially focused on card-based payments and car-based rides, while many SEA users preferred cash payments and motorcycle ride services to navigate heavy urban traffic.
Other platforms faced similar challenges: Gojek exited Thailand after failing to compete with Grab’s strong local position, while Didi withdrew from South Africa after only about a year due to difficult economic conditions and intense competition.
So, What Is Ride-Hailing Market Research?
Ride-hailing market research is the process of collecting and analyzing data to understand how people use ride-hailing services, what influences their decisions, and how market conditions affect demand.
Typically, ride-hailing companies often rely on operational data such as ride volumes, trip frequency, or driver availability. While this data shows what is happening on the platform, it does not always explain why users behave in a certain way.
From market research, you can understand how frequently consumers use ride-hailing services, what factors influence their choice of platform, how sensitive they are to pricing changes, how their behavior differs across demographic groups or geographic markets, etc. It can also examine perceptions of service quality, brand reputation, and user satisfaction. Beyond rider behavior, market research can also provide insights into the driver side of the platform, such as understand driver motivations, income expectations, platform satisfaction, retention risks, etc.
Typically, ride-hailing companies often rely on operational data such as ride volumes, trip frequency, or driver availability. While this data shows what is happening on the platform, it does not always explain why users behave in a certain way.
From market research, you can understand how frequently consumers use ride-hailing services, what factors influence their choice of platform, how sensitive they are to pricing changes, how their behavior differs across demographic groups or geographic markets, etc. It can also examine perceptions of service quality, brand reputation, and user satisfaction. Beyond rider behavior, market research can also provide insights into the driver side of the platform, such as understand driver motivations, income expectations, platform satisfaction, retention risks, etc.
When Should Companies Conduct Ride-hailing Research?
You should conduct ride-hailing research when companies need evidence to validate demand or clarify uncertainties around a strategic decision or emerging market trend.
One critical mindset you should bear in mind is that industry trends can often create a sense of urgency or fear of missing out, pushing you to adopt new ideas quickly. However, following trends without first understanding whether they align with the needs of a company’s target audience can lead to costly missteps.
For example, the growing interest in automated vehicles may encourage platforms to introduce automated ride options. However, this strategy may not succeed equally across all markets. In some countries, local users may still question the safety, reliability, and regulatory readiness of automated driving technologies. If passengers are uncertain about how safe these systems are, adoption can remain low even when the technology itself is advancing rapidly.
One critical mindset you should bear in mind is that industry trends can often create a sense of urgency or fear of missing out, pushing you to adopt new ideas quickly. However, following trends without first understanding whether they align with the needs of a company’s target audience can lead to costly missteps.
For example, the growing interest in automated vehicles may encourage platforms to introduce automated ride options. However, this strategy may not succeed equally across all markets. In some countries, local users may still question the safety, reliability, and regulatory readiness of automated driving technologies. If passengers are uncertain about how safe these systems are, adoption can remain low even when the technology itself is advancing rapidly.
Who Needs Ride-Hailing Market Research?
Ride-hailing market research is not only relevant for companies that operate ride-hailing apps. It also useful for platform operators, infrastructure planners, technology providers, many stakeholders rely on this research to guide their strategies and investments.
B2C Ride-Hailing Platforms
For ride-hailing platforms, market research uncovers the motivations behind rider and driver behavior. Ride-hailing companies will conduct a deep dive into factors such as pricing sensitivity, service expectations, brand perception, and willingness to adopt new features.
These insights can inform decisions around pricing strategies, loyalty programs, service improvements, and market expansion. By combining platform data with consumer insights, ride-hailing companies can build services that better align with the needs of their users.
These insights can inform decisions around pricing strategies, loyalty programs, service improvements, and market expansion. By combining platform data with consumer insights, ride-hailing companies can build services that better align with the needs of their users.
B2B Stakeholders in the Mobility Ecosystem
Many organizations outside ride-hailing platforms rely on ride-hailing market research because they often seek opportunities to partner with and integrate their services into ride-hailing apps. Modern ride-hailing platforms function as mobility ecosystems, where multiple service providers collaborate to deliver a seamless user experience.
- Automotive manufacturers use mobility research to track the shift from private vehicle ownership toward shared transportation models. These insights help them design vehicles optimized for ride-hailing fleets, electric mobility, and future autonomous ride services.
- Insurance companies analyze ride-hailing trends to develop insurance products tailored to fleet operations, driver activity, and gig economy risk models.
- Financial institutions and payment providers study ride-hailing behavior to design payment gateways, driver financing programs, and financial services tailored to gig workers and platform-based mobility.
- Technology providers, including mapping platforms and fleet management software developers, use ride-hailing insights to build solutions that support routing, driver operations, and platform efficiency.
- Investors and mobility startups rely on ride-hailing market research to assess market potential, identify emerging opportunities, and evaluate where their products or services can integrate into the ride-hailing ecosystem.
How Market Research Reduces Strategic Risk in Ride-Hailing (Use Cases)
When hearing the term market research, many people may find it broad and wonder what actually happens within the research process. In reality, market research includes multiple study types designed to support companies at different stages of business strategy and development.
The following use cases illustrate how different types of market research support decision-making in the ride-hailing industry:
1. Evaluating demand before entering new markets
2. Achieving product-market fit and feature optimization
3. Building effective pricing strategies
4. Tracking brand health and customer perception
5. Understanding driver sentiment and retention risks
6. Monitoring competitors and market dynamics
The following use cases illustrate how different types of market research support decision-making in the ride-hailing industry:
1. Evaluating demand before entering new markets
2. Achieving product-market fit and feature optimization
3. Building effective pricing strategies
4. Tracking brand health and customer perception
5. Understanding driver sentiment and retention risks
6. Monitoring competitors and market dynamics
How to Conduct Effective Ride-Hailing Market Research
Conducting market research in the ride-hailing industry requires a structured approach that turns business questions into actionable insights.
Because research design, respondent quality, and data validation all influence the reliability of the results, many companies choose to work with professional market research partners who provide verified respondent panels, proven methodologies, and rigorous quality controls.
When working with a market research partner, the research process typically follows a structured workflow designed to move from defining the business problem to delivering actionable recommendations.
Because research design, respondent quality, and data validation all influence the reliability of the results, many companies choose to work with professional market research partners who provide verified respondent panels, proven methodologies, and rigorous quality controls.
When working with a market research partner, the research process typically follows a structured workflow designed to move from defining the business problem to delivering actionable recommendations.
Stage 1: Research Planning & Alignment (Client-Led)
- Define your research objectives
- Select a market research partner
- Kickoff with the research partner
- Review workplan and provide input on the survey
- Design the survey
- Program and launch the study
- Recruit respondents and collect data
- Conduct data quality checks
- Analyze the data
- Interpret and translate insights into strategic actions
- Debrief with the research partner and plan next steps
How TGM Research Strengthens Ride-Hailing Strategy
In the ride-hailing industry, consumer behavior, technology adoption, and urban transportation trends can shift rapidly. A new feature, pricing model, or mobility technology can quickly reshape rider expectations and competitive dynamics. So, simply having access to data is not enough, you need reliable insights delivered at the speed of decision-making.
TGM Research combines the speed of real-time consumer data with deep market research expertise, helping ride-hailing platforms, mobility companies, and ecosystem stakeholders make informed strategic decisions. By providing both ready-to-use market intelligence and customized research solutions, TGM Research supports organizations at every stage of their strategic planning.
TGM Research combines the speed of real-time consumer data with deep market research expertise, helping ride-hailing platforms, mobility companies, and ecosystem stakeholders make informed strategic decisions. By providing both ready-to-use market intelligence and customized research solutions, TGM Research supports organizations at every stage of their strategic planning.
TGM Global Ride-hailing Insights Reports
For organizations that need immediate market intelligence, TGM Research provides ready-to-use global Ride-hailing insights reports. These reports deliver the latest strategic overview of consumer behavior across 30 markets worldwide, helping quickly understand emerging trends and market shifts.
If your team need to adjust strategies quickly (whether responding to new competitors, evolving rider expectations, or technology adoption), these reports provide verified consumer insights that can support faster, evidence-based decision-making.
For organizations that need immediate market intelligence, TGM Research provides ready-to-use global Ride-hailing insights reports. These reports deliver the latest strategic overview of consumer behavior across 30 markets worldwide, helping quickly understand emerging trends and market shifts.
If your team need to adjust strategies quickly (whether responding to new competitors, evolving rider expectations, or technology adoption), these reports provide verified consumer insights that can support faster, evidence-based decision-making.
TGM Full-Service Market Research
If you are facing high-stakes strategic decisions, such as entering new markets, redesigning pricing models, launching new mobility services, or evaluating technology adoption, TGM Research provides fully customized research solutions.
Rather than producing generic data, TGM designs studies around specific business decisions. Each project is tailored to the client's objectives, ensuring that the insights directly support strategic planning and operational decision-making.
If you are facing high-stakes strategic decisions, such as entering new markets, redesigning pricing models, launching new mobility services, or evaluating technology adoption, TGM Research provides fully customized research solutions.
Rather than producing generic data, TGM designs studies around specific business decisions. Each project is tailored to the client's objectives, ensuring that the insights directly support strategic planning and operational decision-making.
- Proprietary Global Panels: TGM Research provides access to verified consumer panels across more than 130 countries. This allows you to reach diverse audiences, including urban commuters, ride-hailing users, gig economy drivers, and other hard-to-reach segments from all continents.
- Trusted Market Research Expertise TGM Research is trusted by global brands and innovators seeking reliable consumer insights. Our team understands the complexities of modern transportation ecosystems, from shifts in urban mobility behavior and platform competition to the adoption of emerging technologies such as electric and autonomous vehicles. By combining high-quality respondent panels, rigorous research methodologies, and industry expertise, TGM Research transforms consumer data into decision-ready insights that help navigate the rapidly evolving ride-hailing market.
