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RAPIDO

Three-Wheeler Expansion | Mumbai

A structured strategy engagement focused on onboarding infrastructure, market mapping intelligence, and driver adoption for corridor-level scaling across Mumbai Metropolitan Region (MMR).

About Rapido

One of India’s leading shared mobility platforms, pioneering affordable intra-city commuting

Company Overview

Rapido is one of India’s leading shared mobility platforms, best known for pioneering the bike taxi segment. Founded in 2015, the company operates across 100+ cities, offering bike taxis, auto services, and last-mile connectivity solutions.

  • Affordable & time-efficient mobility in high-traffic environments
  • Driver-partner network at scale enabling flexible earning opportunities
  • Expanding offerings across India’s evolving mobility ecosystem

Mission & Industry

Mission: Making intra-city travel affordable, fast, and accessible by leveraging technology and a vast network of driver-partners, while creating flexible earning opportunities at scale.

Industry:

  • Shared Mobility
  • Ride-Hailing
  • Urban Transportation
  • Gig Economy

Scale at a Glance

Core platform metrics that reflect Rapido’s reach

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Captains
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Cities
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Rides Daily

Project Workstreams

Three verticals executed to enable scalable expansion across MMR

Consulting Engagement Summary

Outcome: Structured suburban penetration (Thane & Navi Mumbai focus), reduced onboarding friction, and built a compliance-aligned activation engine benchmarked to 5,040 autos/hour demand capacity.

Onboarding & Infrastructure Strategy

  • Location Shortlisting using 6 structured filters (Physical Infrastructure, Regulatory Alignment, Demand Amenities, Environmental Risk, Land Availability, Union Strength)
  • Location Strategy Lead: Identified Belapur Sector 15 as Primary Hub; expanded to Vashi Sec-17, Kharghar Sec-20, Kopar Khairane
  • Demand Validation Model: Converted 4,17,000 daily footfall into 1,87,650 auto riders (45% share) and estimated 5,040 autos/hour required across peak & non-peak splits
  • Peak Deployment Insight: Peak 1,560 sharing + 2,010 meter; Non-peak 370 sharing + 1,100 meter
  • Hybrid 3:10:8 Framework: 3 Fixed Centres, 10 Mobile Units, 8 Third-Party Centres
  • Operational Flow: Assisted onboarding covering KYC, vehicle inspection, app installation, safety training & activation

Market Mapping

  • Objective: Evaluate corridor-level viability across Mumbai, Navi Mumbai, and Thane; identify high-density clusters for supply activation
  • Approach: Mapped 5.8L+ registered autos; analyzed 4.8M+ daily auto trips; identified 113K+ unmet last-mile trips/day; consolidated 25+ public/government datasets
  • Key Insights: 76.8% of supply concentrated in Mumbai Suburban; 22.8 autos/km in high-density corridors; 70K+ scalable activation pool identified
  • Deliverables: Heatmaps, dashboards, micro-cluster mapping (500m–1km), phased expansion roadmap

Driver Behaviour & Adoption Strategy

  • Segmentation: 2,200+ drivers segmented into Platform-Ready, Middle-Ground, Resistant cohorts
  • Diagnostics: Identified 5 adoption barriers; NPS-based scorecards across 5 sub-regions, 15+ micro corridors
  • STP Analysis Lead: Segmented Mumbai’s 1.8L auto market for prioritized targeting
  • GTM Framework: 5-phase rollout targeting 20K drivers across Andheri-Kurla and BKC supply pockets
  • Economics & Targeting: Earnings sensitivity model + propensity scoring for acquisition priorities; observed ₹400–₹600/day upside and 22% higher monthly income

Project Outcomes

Selected metrics and scale indicators from the engagement

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Autos/Hour Capacity
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Autos Mapped (MMR)
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Daily Auto Trips
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Unmet Trips/Day
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Autos per Km