Research

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Delivery rider killed in crash, not linked to mat rempit case, say Melaka cops – The Star Civil Defense Showcases Smart Helmet Technology at LEAP 2026 – وكالة الأنباء السعودية 10-year-old girl on e-bike dies after hit-and-run crash – WLBT E-scooter rider, 77, killed in head-on crash with bicyclist in Brooklyn bike lane – New York Daily News Toronto police issue over 300 tickets and warnings in 2-week crackdown on e-bikes and scooters – CBC Man’s mouth ‘shattered into dust’ in e-scooter crash – RNZ Eyes On the Street: Cambridge's Cycling Safety Ordinance Delivers More Protected Bike Lanes – Streetsblog Massachusetts 10-year-old girl on e-bike dies after hit-and-run crash – WVVA It Looks Like GoPro Is Finally Doing Something With That Smart Helmet It Bought Years Ago – RideApart.com Child killed in crash involving e-scooter – FOX 26 Houston Tamil Nadu Doubles Gig Worker Accident Cover To Rs 10 Lakh – BW People MassDOT launches annual high school video contest focused on micromobility safety – aol.com JD.com launches AI-smart helmet to make food delivery safer, faster – Business News Nigeria Vero Beach man arrested in fatal August e-bike hit-and-run – Sebastian Daily Labor Day Weekend Roundup: Hopkin’s Bike Lane Lawsuit, Orwellian Assault on E-Bikes… – Streetsblog San Francisco Governor Pritzker signs in micromobility safety legislation – KHQA Drunk Driver Detained After Maserati Crash Kills Delivery Rider – Seoul Economic Daily Juvenile e-scooter driver injured after being struck by car in Pasco – Nonstop Local News 10-year-old girl killed in Miami-Dade hit-and-run e-bike crash; Boy still hospitalized – WPBF Darwin woman fights for life in coma after e-scooter tragedy – NT News Shoei Eliminates the Split-Second of Missing Attention With the GT-Air 3 Smart Helmet With HUD Visor – autoevolution Electric Bike and Scooter Safety – Los Angeles County Sheriff's Department Best Smart Helmet Brands for City Commuters in 2026 – Next Luxury Greenfield traffic safety committee considers regulations on e-bikes, other electronic micromobility vehicles – The Daily Reporter – Greenfield Indiana
Mantis Motion Labs Research and Data

Research & Data

Data Tells a Story. That Story Drives Safety.

Mantis Motion Labs is built around the belief that safer micro-mobility starts with better information. Riders are on the front line of the changing transportation landscape, and their experiences can reveal risks that may not always show up clearly in traditional safety reporting.

Our research focuses on e-bike, e-scooter, delivery, and urban micro-mobility riders. We collect feedback about visibility, road hazards, traffic interaction, rider behavior, near misses, crashes, delivery pressure, equipment needs, and the safety challenges riders face in real-world conditions.

Why Research Matters

Micro-mobility is growing quickly, but safety tools, infrastructure, and public awareness are still catching up. Riders often share space with larger vehicles, pedestrians, buses, parked cars, uneven pavement, poor lighting, and distracted traffic.

The more we understand these conditions, the better we can identify where safety gaps exist.

Mantis Motion Labs uses rider feedback and safety observations to help guide future product concepts, educational content, safety reporting, and technology ideas designed around actual rider needs.

What We Study

Our research is focused on the conditions that affect rider safety before, during, and after moments of risk.

We look at visibility issues, rear awareness, road hazards, crash patterns, near-miss events, delivery rider pressure, rider confidence, helmet use, signaling behavior, night riding, traffic exposure, and the types of safety products riders believe would help them most.

From Feedback to Innovation

Every rider experience has value. A single response may point to a common hazard. A repeated pattern may reveal a larger safety problem. Over time, this information can help shape smarter product development and stronger safety conversations.

Mantis Motion Labs is not collecting data just to collect it. We are using it to support better design, better awareness, and safer movement.

Help Build Safer Micro-Mobility

Whether you ride every day, deliver for work, commute by scooter, or only ride occasionally, your feedback matters.

Take the Rider Safety Survey and help Mantis Motion Labs turn rider experiences into research, innovation, and safer solutions.



Help Shape the Future of Rider Safety

Mantis Motion Labs is collecting real rider feedback to guide product development, prototype planning, and smarter safety solutions for micro-mobility riders.

Development Focus

Built Around Real Rider Needs

Rider Research
Feedback + Survey Data
Rider Research
Product Design
Concepts + Prototypes
Product Design
Safety Innovation
Vision + Protection
Safety Innovation
Rear Awareness
Mirrors + Sensors
Rear Awareness
Connected Controls
Remote + Wearables
Connected Controls
Investor Readiness
Funding + Roadmap
Investor Readiness

4

SAFETY PILLARS

10+

PRODUCT CONCEPTS

2

RIDER SURVEYS

1

X/ECOSYSTEM

360

AWARENESS

24/7

SAFETY MINDSET

10+

PRODUCT CONCEPTS

1

Safer Future

error: Mantis Motion Lab’s Content is proprietary.