Kavak LATAM Used Car Marketplace Scraper

Extract Kavak's own used-car inventory across its four live storefronts — Mexico, Brazil, Argentina and Chile — into one normalised, cross-country dataset. Kavak owns and prices every vehicle it lists, so this is a clean first-party price series, not a classifieds aggregation: price, financing terms, mileage, full spec, certification/warranty policy, hub location and availability for every unit.

What it does

• Crawls all four live Kavak storefronts (mx, br, ar, cl) — or a subset you choose
• Walks each country's full catalogue via pagination, not a narrow facet slice
• Returns price, an estimated monthly financing payment and an initial down-payment amount per vehicle
• Returns full vehicle spec: make, model, trim/version, year, mileage, transmission, fuel type, body type, engine, colour, drivetrain
• Returns Kavak's certification policy (inspection-point score, warranty length, return window) where the storefront publishes it
• Returns the holding hub/showroom, city/region and live availability status
• Supports resumeCursor to continue a large crawl without re-paying for records already delivered

Use cases

• Price benchmarking — track first-party used-car pricing and financing terms across four Latin American markets in one schema
• Market research — compare inventory mix, pricing and availability by make/model/country over time
• Financing analysis — study Kavak's monthly-payment and down-payment structure against list price
• Lead sourcing — build a feed of currently available, certified used vehicles by hub/region

Input

Field	Type	Description	Default
countries	array	Storefronts to crawl: mx, br, ar, cl. Leave empty to crawl all four.	all four
maxItems	integer	Maximum number of vehicles to return	10
resumeCursor	string	Cursor from a previous run's Output, used to continue a crawl that stopped early	—

All four markets:

{
  "maxItems": 200
}

Mexico only:

{
  "countries": ["mx"],
  "maxItems": 100
}

Resuming a large crawl

Every run emits a resumeCursor in its Output. If a large crawl stops before it finishes — because it hit maxItems, your spend cap (maxTotalChargeUsd), or was aborted — start a new run with the same input plus that resumeCursor to continue from where it left off.

• You are not re-charged for records the earlier run already delivered.
• Resume within your account's run-retention window. Once the source run is pruned, its resumeCursor is no longer valid.
• resumeCursor is opaque — supply it unmodified.

Output Fields

Field	Description
vehicle_id	Kavak's internal stock/car id for this vehicle
url	Canonical detail-page URL
country	Storefront country code: mx / br / ar / cl
title	Vehicle title as shown on the site
make	Vehicle make/brand
model	Vehicle model
version	Trim/version string
year	Model year
mileage_km	Odometer reading in kilometres
price_amount	Listed price in local currency
price_currency	MXN / BRL / ARS / CLP
price_discounted	Active promotional price when Kavak is running a discount on this unit (null if no promo)
monthly_payment	Advertised financing monthly-payment estimate, local currency (null where the storefront doesn't show one)
down_payment	Initial up-front payment shown in Kavak's financing calculator, local currency
transmission	Transmission type
fuel_type	Fuel type
body_type	Body style, e.g. Suv / Sedan / Hatchback
engine	Engine description
colour	Exterior colour
traction	Drivetrain configuration
inspection_points	Kavak's published certification inspection-point score (site policy figure, best-effort per market)
warranty_months	Included warranty length in months (site policy figure, best-effort per market)
return_policy_days	Return window in days (site policy figure, best-effort per market)
hub_location	Name of the Kavak hub/showroom holding the unit
region	City/region of the holding hub
availability_status	Availability state, e.g. InStock / Disponible / reserved
has_360_tour	Whether a 360° interactive tour is available
photo_count	Number of listing photos
thumbnail_url	Primary listing image URL
scrapedAt	ISO-8601 timestamp when the record was scraped

Notes

• Colombia and Peru have exited the Kavak network (their storefronts redirect); Turkey now runs on the separate carvak.com brand. All three are correctly out of scope.
• inspection_points, warranty_months and return_policy_days are Kavak's site-wide certification policy for a market, not a per-vehicle figure — they're only populated when the storefront publishes the numbers on that page, so expect them to be consistently present on some markets and sparse on others.
• monthly_payment and down_payment reflect Kavak's own financing calculator defaults and are null on units where the storefront doesn't surface a financing estimate.
• price_discounted is only set on vehicles currently running an active Kavak promotion.

Example

Input:

{
  "countries": ["mx"],
  "maxItems": 5
}

Output (excerpt):

{
  "vehicle_id": "521638",
  "url": "https://www.kavak.com/mx/usado/nissan-kicks-16_advance_lts_xtronic-suv-2023",
  "country": "mx",
  "title": "Nissan Kicks 1.6 ADVANCE LTS XTRONIC Suv 2023",
  "make": "Nissan",
  "model": "Kicks",
  "version": "1.6 ADVANCE LTS XTRONIC",
  "year": 2023,
  "mileage_km": 37540,
  "price_amount": 240999,
  "price_currency": "MXN",
  "price_discounted": null,
  "monthly_payment": 4333,
  "down_payment": 180749,
  "transmission": "Automático",
  "fuel_type": "Gasolina",
  "body_type": "Suv",
  "engine": "Motor 1.6 ADVANCE LTS XTRONIC",
  "colour": "Blanco",
  "traction": "FrontWheelDriveConfiguration",
  "inspection_points": 240,
  "warranty_months": 3,
  "return_policy_days": 7,
  "hub_location": "Kavak Artz Pedregal",
  "region": "Ciudad de México",
  "availability_status": "InStock",
  "has_360_tour": false,
  "photo_count": 20,
  "thumbnail_url": "https://images.prd.kavak.io/images/521638/EXTERIOR-frontSidePilotNear.jpeg",
  "scrapedAt": "2026-08-11T03:53:00.000Z"
}