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LATEST → How we scraped 500K grocery SKUs in 48 hours — read the breakdown Read now
LIVE → Real-time scraping APIs with 99.9% uptime SLA
New grocery & FMCG datasets updated daily
FREE → Download sample datasets — no credit card required Get yours
Serving 45+ countries — AI-powered, enterprise-grade data
Hertz · Enterprise · Avis · Budget · Zoomcar · Rentalcars.com · Kayak · GetAround

Car Rental
Data
Scraping

Extract structured car rental pricing, fleet availability, location data, and policies from every major rental platform — daily rate fluctuations, vehicle specs, pickup locations, and blackout dates — across any market, updated on any schedule you need.

  • 20+ rental platforms — India, US, UK, UAE, and global
  • Daily, weekly, and monthly rental rate tracking
  • Fleet inventory — vehicle category, model, specs, and availability
  • Pickup location, airport desk, and depot coordinates
  • Add-on pricing — insurance, GPS, child seats, fuel policies
  • Free sample dataset before you commit
// Sample Rental Record Live
20+
Platforms
100+
Markets
Daily
Refresh
48hr
Delivery
vehicle_class daily_rate platform pickup_location availability fuel_policy mileage add_ons scraped_at

Every Major Platform.
Every Market.

From India's self-drive platforms to global OTA aggregators and airport rental desks — if it lists cars publicly, we can extract it.

🇮🇳
India
  • Zoomcar — self-drive car rental
  • Drivezy — peer-to-peer rentals
  • Myles — subscription and rental
  • Revv — hourly and daily rental
  • Savaari — chauffeur-driven rental
  • InDriver, Ola Outstation
  • MakeMyTrip Car Rentals
  • Cleartrip, Goibibo car section
🌍
Global OTA & Aggregators
  • Rentalcars.com — global aggregator
  • Kayak Cars — multi-platform compare
  • Expedia Car Rentals
  • Priceline Car Rentals
  • AutoEurope, Holiday Autos
  • Discover Cars, Economy Bookings
  • Skyscanner Cars
  • Google Travel — car rentals tab
🏢
Direct Rental Brands
  • Hertz — global fleet and pricing
  • Enterprise — locations and rates
  • Avis — all vehicle categories
  • Budget — economy and standard
  • Sixt — premium and luxury fleet
  • National, Alamo, Dollar, Thrifty
  • Europcar — Europe-wide coverage
  • Custom OEM and local operators on request
💬

Need a platform not listed here? We build custom scrapers for any car rental website or aggregator — typically scoped and live within 5 business days. Tell us what you need →

40+ Fields Per
Rental Record

Every field you need for dynamic pricing models, competitive benchmarking, fleet analytics, or market research — structured and delivery-ready.

🚗 Vehicle Details
vehicle_class Economy, Compact, SUV, Luxury, Van, etc.
make_model Vehicle make and model name
year Model year (where listed)
transmission Automatic or Manual
seats Seating capacity
doors Number of doors
luggage_large Large bag capacity
luggage_small Small bag / cabin bag capacity
air_conditioning Boolean — A/C availability
fuel_type Petrol, Diesel, Electric, Hybrid
fuel_policy Full-to-Full, Full-to-Empty, etc.
mileage_policy Unlimited or capped km/miles per day
💰 Pricing & Fees
daily_rate Base rental rate per day
weekly_rate Rate for 7-day rental (where listed)
monthly_rate Rate for 30-day rental (where listed)
currency Currency of the rate
total_price Total price for selected rental window
deposit_amount Security deposit or credit card hold
insurance_basic Basic insurance / CDW price per day
insurance_full Full coverage insurance per day
gps_addon GPS / navigation add-on daily rate
child_seat_addon Child seat add-on daily rate
additional_driver Fee for additional driver
young_driver_fee Young driver surcharge (under 25)
📍 Location & Availability
pickup_location Pickup location name
pickup_type Airport, City, Hotel, Station
pickup_address Full pickup address
pickup_lat GPS latitude of pickup point
pickup_lng GPS longitude of pickup point
dropoff_location Dropoff location name
one_way_fee One-way drop surcharge (if any)
available Boolean — availability flag
available_units Number of vehicles available (where shown)
blackout_dates Unavailable dates listed
advance_booking Minimum advance booking window
cancellation_policy Free cancellation flag and window
🏷️ Platform & Meta
platform_name Source platform name
supplier_name Car rental supplier / brand
listing_url Direct URL of the listing
rating Average user rating
review_count Number of user reviews
badges Badges — Best Value, Recommended, etc.
photos_count Number of vehicle photos
rental_window_days Length of rental window queried
pickup_date Pickup date used in the query
dropoff_date Dropoff date used in the query
scraped_at ISO 8601 timestamp of collection
price_change Delta vs previous scrape

Exactly What
You Receive

A snapshot from a real rental rate extract across platforms for a 3-day pickup at Delhi IGI Airport.

vehicle_class make_model platform supplier daily_rate total_3d transmission fuel_policy mileage rating
Economy Maruti Swift Rentalcars.com Hertz India ₹1,200 ₹3,600 Manual Full-Full Unlimited 4.1
Compact Hyundai i20 Zoomcar Zoomcar ₹1,650 ₹4,950 Manual Self-refuel 200 km/day 4.3
SUV Mahindra XUV300 Kayak Avis India ₹2,800 ₹8,400 Automatic Full-Full Unlimited 4.2
Premium Toyota Fortuner Savaari Savaari ₹4,500 ₹13,500 Automatic Included Unlimited 4.5
Economy Tata Tiago Revv Revv ₹999 ₹2,997 Manual Self-refuel 150 km/day 4.0

// 5 of N rows shown · full extract includes add-on pricing, deposit amounts, pickup coordinates, and cancellation policy

Who Uses Car Rental
Scraping Data

💰
Dynamic Pricing & Revenue Management

Monitor competitor daily rates across platforms in real time. Feed price intelligence into your yield management system to adjust rates by vehicle class, location, and rental window — and stay competitive without leaving revenue on the table.

  • Competitor rate tracking by vehicle class
  • Rate parity monitoring across OTAs
  • Surge and event-based pricing signals
📊
Market Research & Competitive Intelligence

Understand the rental market landscape — average rates by city and segment, fleet composition of competitors, add-on pricing strategies, and platform-specific promotions. Benchmark your offering against the market.

  • Average market rate by city and class
  • Competitor fleet mix analysis
  • Add-on and ancillary revenue benchmarking
🏢
Fleet Operators & Aggregators

Track availability signals across platforms to understand demand patterns by location and date. Identify underserved markets, peak demand windows, and supply gaps to inform fleet deployment decisions.

  • Availability heatmaps by city and date
  • Demand pattern analysis
  • Supply gap identification by location
✈️
OTA & Travel Platform Enrichment

Power your car rental comparison or booking platform with live, structured rate and availability data from multiple suppliers — normalised into a single schema ready for display and booking logic.

  • Multi-platform rate normalisation
  • Availability and inventory feeds
  • Supplier policy and add-on data
📈
Investment & Due Diligence

Assess market size, pricing maturity, and competitive intensity in car rental markets before investing in or acquiring a fleet operator, rental platform, or related business.

  • Market rate benchmarking
  • Platform share and listing volume
  • Growth signal from new entrant tracking
🔍
Insurance & Risk Analytics

Analyse rental pricing and usage patterns to inform telematics, usage-based insurance, and fleet risk models. Understand rental duration distributions and mileage policies across the market.

  • Rental duration distribution data
  • Mileage and fuel policy patterns
  • Deposit and insurance pricing data

Live Pipeline in
Under a Week

01
Define Platforms, Markets & Date Windows

Tell us which platforms, vehicle classes, pickup locations, and rental date windows you need tracked. We scope coverage and confirm feasibility within 24 hours.

02
Free Sample in 48 Hours

We extract a real rate sample for your target platforms, locations, and vehicle classes. You review field coverage, pricing accuracy, and freshness before approving.

03
Full Extract or Daily Rate Pipeline

One-time bulk extract for historical analysis, or a daily refresh pipeline capturing rate changes, new listings, and availability shifts across all tracked platforms.

04
Delivered to Your Stack

Data pushed to S3, BigQuery, PostgreSQL, or delivered as flat files. Rate change webhooks and alerts available for significant competitive price movements.

Common Questions

Yes. We extract and normalise rates from multiple platforms — Rentalcars.com, Kayak, Zoomcar, Avis, Hertz, and others — into a single unified schema. Each record is tagged with source platform and supplier so you can compare like-for-like across channels.
Daily refresh is standard for rate monitoring pipelines. For high-demand periods such as holidays and peak travel seasons, we can increase refresh frequency to twice daily or hourly on request. Rate change timestamps are included in every record.
Yes. We query rates for your specified pickup and dropoff date combinations — either a fixed window or a rolling forward-looking window of up to 90 days. This enables demand forecasting and advance rate trend analysis.
Yes. Where platforms display them, we extract insurance options (CDW, full cover), GPS add-ons, child seat fees, additional driver charges, young driver surcharges, and one-way drop fees. These are extracted as separate fields alongside the base rate.
Yes. Pickup and dropoff location GPS coordinates are extracted where provided by the platform. For locations without coordinates, we geocode using the address string. Geocoded vs source-provided coordinates are flagged separately.
Yes. Our pipeline captures rate snapshots on each run and computes the delta vs the previous scrape. Significant rate changes — configurable by threshold — can trigger webhook notifications to your system or email alerts to your team.
We extract only publicly visible rate and availability data — the same information any visitor sees without logging in. We comply with robots.txt directives and applicable data protection regulations. We do not access account-gated rates, loyalty pricing, or private corporate tariffs.
Always. Tell us your target platforms, pickup locations, and vehicle classes — we extract a real sample and deliver it within 48 hours. You see field coverage, rate accuracy, and data structure before paying anything.
Get Started

Tell Us Your Markets.
We Deliver the Rates.

Share your target platforms, pickup locations, and vehicle classes. We'll deliver a free sample rate dataset within 48 hours — no commitment required.

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