Make Better Pay, Supply, and Pricing Decisions

Use first-party workforce and pricing intelligence to strengthen driver retention, balance supply and demand, and improve platform margins across markets.

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 improve pay strategy, balance supply and demand, and strengthen unit economics across national and metro markets.

Benchmark Driver Pay

Compare driver earnings per hour, per trip, and per mile across platforms and markets to ensure competitive compensation and optimize pay strategy at the metro and national level.

Analyze Gig Worker Behavior

Understand participation trends, multi-platform activity, supply elasticity, and retention patterns to better anticipate workforce shifts and improve platform stability.

Optimize Service Coverage

Identify where and when demand peaks, uncover underserved zones, and balance supply and demand to improve utilization and operational efficiency.

Strengthen Incentive Strategy

Design and evaluate incentive structures that improve driver acquisition, boost engagement, and increase long-term retention while protecting margins.

The data you need to master operational performance

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

Worker earnings data

Understand true driver profitability across platforms.

Unit economics

Measure efficiency and utilization per mile, trip, or hour.

Fleet efficiency

Track utilization, idle time, and route optimization.

Vehicle trends and popularity

Analyze EV adoption, model popularity, and usage.

Platform profitability

Quantify impact of pricing, bonuses, and incentives.

Merchant performance

Track partnerships driving the highest engagement.

Supply and demand insights

Visualize where and when activity peaks.

Customer demand

Identify key locations and time-based demand shifts.

Worker retention

Track churn, tenure, and engagement trends to improve workforce stability.

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.