Build and optimize your AV fleet operations with actionable insights from Gridwise

Leverage gig mobility data to assess market demand for AV fleets, build robust economic models, and forecast operational needs for your fleet's deployment.

The most comprehensive and representative gig mobility dataset in the U.S.

Every month, we ingest and process millions of anonymized location, trip, and earnings records from ride-hail and delivery drivers that work on platforms like Uber, Lyft, DoorDash, Grubhub, Instacart, Amazon Flex, and countless others.

Gridwise Analytics’ driver panel is highly representative of market dynamics when compared with quarterly reported gig platform metrics.

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Gridwise Analytics transforms workforce data into actionable insights that help mobility firms make better financial and operational decisions.

Understand demand for your fleet

Leverage real-world data from every major gig platform to identify high-demand markets and pinpoint specific areas within them for your autonomous vehicle services to ensure maximum fleet utilization.

Build robust economic models

Develop financial models based on real-world data to more accurately forecast revenues, optimize pricing strategies, and assess the viability of AV fleets within specific markets.

Forecast operational needs

Leverage gig mobility data to forecast vehicle, maintenance, staffing and logistical needs for your AV Fleet to ensure efficient resource allocation.

The data you need to master operational performance

Leverage over 100 metrics on work, wages, trips, and deliveries to make smarter operational decisions.

Supply and demand insights & patterns

Know where and when ride-hail and delivery services are being used most.

Worker earnings data

See how much drivers make per hour, per mile, and per service.

Unit economics

Understand the unit economics of each trip based on driver earnings, incentives, and passenger tips

Fleet efficiency

Understand how efficiently gig mobility services are leveraging their fleets.

Market share

Identify the most and least used gig mobility services by region.

Vehicle trends and popularity

Find out what vehicles are driven most by gig drivers

Customer demand

Find out how much customers are paying per trip, delivery, and job.

Platform profitability

Leverage insights into customer demand and worker wages to understand platform take rate.

Merchant performance

Identify to performance of individual merchants on each gig platform.

Data-driven reports

The 2026 Annual Gig Mobility Report

Read how driver pay and behavior, customer pricing, and platform unit economics have evolved in 2025 and what’s ahead in the future.

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Autonomous Vehicle Impact Report

The 2026 AV Impact Report analyzes how autonomous vehicle deployments are affecting human rideshare drivers across major U.S. cities—revealing faster declines in trips per hour, localized earnings pressure, and the pricing hurdles AVs must clear to scale.

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Rideshare Ride Type Report 2025

Inside Uber and Lyft’s changing ride mix — where the rise of Comfort, XL, and Priority is shifting fee rate dynamics trip by trip.

The 2025 Annual Gig Mobility Report

Gain a deeper understanding of key trends in customer pricing, driver pay, the rise of on-demand delivery, and more in the ever-changing world of gig mobility.

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S&P Global Mobility & Gridwise Analytics Whitepaper

Gain a deep understanding of market selection, fleet optimization, and the pricing strategies AV companies must master to dominate the ride-hailing landscape.

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Get started with analytics

Let’s talk about how Gridwise Analytics can fit into your operations and goals.