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Auto.ru Scraper - Car Listings, Prices, Checks & Dealers

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from $1.80 / 1,000 listing results

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Auto.ru Scraper - Car Listings, Prices, Checks & Dealers

Auto.ru Scraper - Car Listings, Prices, Checks & Dealers

Scrape Auto.ru car listings: search by make, model, year, price, mileage, body, engine, gearbox, drive, seller and region, or paste result, dealer and listing links. Get price history, vehicle checks, owners, valuation, dealer details and photos, plus price-change tracking.

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from $1.80 / 1,000 listing results

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Abot API

Abot API

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Auto.ru Scraper: Car Listings, Prices, History Checks & Dealers

This scraper turns auto.ru, one of Russia's two big car marketplaces, into a clean listings API. Search by make, model, region, year, price, mileage, body, engine, gearbox, drive and seller type, or paste result pages, dealer pages and listing links. Every listing comes back as one row with the full specification, asking price and price history, owners, title and vehicle-number checks, the site's own market and trade-in estimates, seller or dealer details, equipment and photos, plus (on demand) the seller's description and the view and favourite counters. Export to JSON, CSV or Excel, or pull the results straight into your app through the API.

Why This Scraper?

  • Filters applied by the site itself. Make, model, generation, region and radius, year, price, mileage, engine volume and power, body, fuel, gearbox, drive, seller type, steering wheel, number of owners, damaged and customs-cleared cars, new or used, and nine sort orders are sent to the site, so you read only the pages you need instead of downloading everything and filtering afterwards.
  • One scope, stated out loud. The site quietly narrows a search without a region to the region of whoever is connecting. This actor always sends an explicit region (all of Russia when you name none), so the same input returns the same listings whatever address the run uses.
  • Price history, valuation and checks in every row. Each row carries the price changes since the listing went up, the site's market-price range and trade-in range, the owner count, the title type, customs status and the results of the site's vehicle-number, owner, legal and accident checks.
  • Dealers handled properly. Dealer rows carry the dealer name, id, address, map position, opening hours, rating and the business phone numbers the dealer page prints; a dealer id or a dealer page link returns that dealer's whole stock.
  • Honest about what the site hides. The site masks the vehicle number after the first three characters and every seller phone behind a call-back flow; both stay masked here. A private seller's name, street address and map position are not collected at all.
  • Built for monitoring. Incremental mode returns only new, changed and, optionally, delisted listings on a schedule, a price-and-availability mode keeps description edits out of your bill, and a run that could not read the site fails loudly instead of returning an empty dataset.
  • Reliable on a flaky connection. Every fresh connection is tested with a tiny request before it is asked for a megabyte of results, refused or unreachable addresses are dropped immediately, and a search the site cannot fully show (it stops at 99 pages) says so instead of pretending to be complete.

Use Cases

  • Dealers and resellers: watch competitors' stock and price drops for a make, a model or a whole region on a schedule.
  • Price analysts and valuation teams: build market-price series from asking prices, price history and the site's own estimates.
  • Importers and exporters: screen the Russian market by make, year, mileage, owners and customs status before buying.
  • Lead and inventory teams: pull a dealer's complete stock with addresses and opening hours into your CRM.
  • Researchers and journalists: study the used-car market by region, body type, fuel and age.

Data You Get

Sample shape: values are illustrative placeholders, not from a live record.

FieldExample
listingId / offerId"1000000001-0a1b2c3d" (the row's identity and the end of the listing link) / "1000000001"
url / title / conditionlink to the listing / "Sample Make Model II" / "used"
make / model / generation / complectation"SAMPLEMAKE" / "MODEL" / "II" / "Comfort" (codes as in auto.ru web addresses, names alongside)
year / mileageKm / ownersCount2021 / 45000 / 2
price / currency / priceUsd / priceEur2100000 / "RUB" / 26000 / 23500
priceHistory / firstPrice / priceChange[{"date": "2026-10-01T00:00:00Z", "price": 2200000}] / 2200000 / -100000
marketPriceFrom / marketPriceTo / tradeInPriceFrom / tradeInPriceTothe site's estimated market and trade-in ranges in roubles
bodyType / engineType / engineVolumeCc / enginePowerHp"Sedan" / "GASOLINE" / 1998 / 150
transmission / driveType / steeringWheel / colorHex / color"AUTOMATIC" / "ALL_WHEEL_DRIVE" / "LEFT" / "040001" / the colour name in Russian
acceleration0to100 / clearanceMm / trunkVolumeL / fuelRateL100kmfactory figures when the site lists them
equipmentequipment codes of the trim (["abs", "esp", "climate-control-2"])
pts / ptsOriginal / customsCleared"ORIGINAL" / true / true
vinMasked / licensePlateRegion"XXX**************" (the site shows only the first three characters) / "77"
vinCheck / ownersCheck / legalCheck / accidentsCheckresults of the site's checks ("OK", "ERROR", "UNKNOWN")
damaged / purchaseYear / warrantyTypewhether the car is marked damaged / year the owner bought it / warranty type
sellerType / sellerName / dealerId / dealerCode / isOfficialDealer"COMMERCIAL" / dealer name (empty for private sellers) / dealer ids and official flag
dealerAddress / dealerLatitude / dealerLongitude / dealerPhones / dealerOpenHours / dealerRatingdealer business details as the dealer page prints them
city / cityId / sellerSincecity of the car and the date the seller joined the site
photos / photoCount / badges / tagsphoto links (largest size), photo count, the site's labels
createdAt / updatedAt / daysOnSale / exchangePossiblewhen the listing was created and last edited, days on sale, part-exchange flag
maxDiscount / discountTradeIn / discountCredit / discountInsurancedealer discounts on new cars
description / views / viewsToday / favorites / favoritesToday / conditionGradethe seller's text, counters and the site's condition grade (listing-page read)
position / page / sourceLabel / sourceUrlwhere the listing ranked in its search and what it was found through
changeType / changedFields / firstSeenAt / lastSeenAtincremental mode: "NEW" / [] / timestamps

Every record also carries recordType, status, availability, the model and make names, transportTaxPerYear and scrapedAt.

How to Use

  1. Pick a mode: search (makes, models and filters), url (paste links) or listing (listing keys).
  2. Fill in the fields for that mode, then apply any filters and a sort order.
  3. Set Max listings to control run size and cost, then click Start.
  4. Download the dataset as JSON, CSV or Excel, or read it through the API.

Search two models in two regions, cheapest first:

{
"mode": "search",
"vehicles": ["bmw x5", "audi q7"],
"regions": ["Moscow", "Saint Petersburg"],
"regionRadiusKm": 100,
"condition": "used",
"yearFrom": 2018,
"sortBy": "price_asc",
"maxItems": 200
}

Filter by body, fuel, gearbox and mileage:

{
"mode": "search",
"bodyTypes": ["SEDAN", "LIFTBACK"],
"engineTypes": ["DIESEL", "HYBRID"],
"transmissions": ["AUTOMATIC"],
"mileageTo": 100000,
"maxOwners": 2,
"sellerTypes": ["PRIVATE"],
"maxItems": 100
}

If you leave urls untouched in url mode, the actor scrapes three sample links, one per link shape. Replace them with your own links.

Paste links, with the seller's description and counters:

{
"mode": "url",
"urls": [
"https://auto.ru/moskva/cars/bmw/x5/used/?year_from=2018&sort=price-asc",
"https://auto.ru/diler/cars/all/avilon_tenet_moskva/",
"https://auto.ru/cars/used/sale/honda/vezel/1160165890-6216410f/"
],
"fetchDetails": true,
"maxItems": 60
}

Monitor a search on a schedule, price changes only:

{
"mode": "search",
"vehicles": ["vaz vesta"],
"regions": ["Kazan"],
"incrementalMode": true,
"changeScope": "priceAndStock",
"emitExpired": true,
"expireAfterMissedScans": 2,
"maxItems": 0
}

Run it from your code

Python:

from apify_client import ApifyClient
client = ApifyClient("<YOUR_APIFY_TOKEN>")
run = client.actor("abotapi/auto-ru-scraper").call(run_input={"mode": "search", "vehicles": ["bmw x5"], "maxItems": 50})
for car in client.dataset(run["defaultDatasetId"]).iterate_items():
print(car["title"], car["year"], car["price"], car["city"])

JavaScript:

import { ApifyClient } from 'apify-client';
const client = new ApifyClient({ token: '<YOUR_APIFY_TOKEN>' });
const run = await client.actor('abotapi/auto-ru-scraper').call({ mode: 'search', vehicles: ['bmw x5'], maxItems: 50 });
const { items } = await client.dataset(run.defaultDatasetId).listItems();

Or connect it to Make, Zapier, n8n, Google Sheets or webhooks from the Integrations tab.

In url mode the actor reads these shapes: a result page with an optional region, make, model, generation and section (/moskva/cars/bmw/x5/used/, /cars/all/, /rossiya/cars/vaz/vesta/new/) together with the filters the site writes into the address (year_from, price_to, km_age_to, body_type_group, engine_group, transmission, gear_type, seller_group, owners_count_group, displacement_from, power_from, sort and the others the filter form uses), a dealer page (/diler/cars/all/<dealer code>/), a listing page (/cars/used/sale/<make>/<model>/<number>-<hash>/, also for new cars), the mobile host m.auto.ru, and a bare listing key. A result link without a region means all of Russia, never the region of the connecting address. A link that starts on a later page (?page=3) continues from there and is treated as a partial scan. Parameters this actor does not apply are named in the log rather than dropped silently. Motorcycle, truck and other vehicle categories, new-car group pages and every other site are skipped with a reason.

Search mode

Each make or model in vehicles is searched in every region in regions (up to 40 combinations per run, repeats ignored) and its result pages are read one after another to the last page the site offers, 37 listings per page, until Max listings is reached. The site lets sellers pay to promote a listing, so promoted listings can interrupt the order of any sorted page; apart from them the order holds from one row to the next. Max listings is shared evenly between the combinations, and a listing found twice is returned once. If a make or model returns nothing, the log names the closest codes the site knows.

Listing mode

Listing mode reads listings by key (the number, a dash and eight characters at the end of a listing link) or by link and returns the full listing page data for each one. A listing that has been sold or removed is skipped and not billed.

Output tab views

The Output tab offers seven views: Listings (vehicle, price, mileage, seller and place), Specification, Price and valuation, Ownership and checks, Sellers and dealers, Listing page detail and Changes since the last run (incremental status and changed fields; with Compact updates on, also the old and new values of each price change).

Keeping a run cheap

A result page already carries the full specification, price history, valuation, checks, seller and photos for 37 listings at no extra cost. Read each listing's page adds one request per listing for the seller's description and the counters and is billed with one Listing page detail event per listing that reaches the dataset; listing mode always reads that page, so it is billed the same way. Failed, empty or missing pages are never billed. Filters are sent to the site, so a narrowed run reads fewer pages.

How Max listings and the site's page limit shape a run

The site shows at most 99 result pages (3663 listings) for any search, however many it matches. When a search has more, the log says so and the run is not treated as a complete scan, so incremental mode never marks the hidden remainder as expired. To go beyond the limit, split the work: several makes or models, several regions, or year and price windows. When Max listings is set, every make-and-region combination and every link gets its own share of it, split evenly, so one large search cannot use up the whole run and starve the rest.

Resume and recurring updates

  • Resume (resumeFromRunId) continues one interrupted run: paste its run or dataset ID and the actor skips everything already collected there, so you don't pay twice.
  • Incremental mode (incrementalMode) is for scheduled runs over the same scope. Each listing is classified NEW, UPDATED (with changedFields), UNCHANGED (suppressed and not billed unless emitUnchanged is on), REAPPEARED or EXPIRED (only after a run that scanned the whole tracked scope, and only with emitExpired). stateKey names or shares the stored state. With Incremental mode off, output is exactly as before.

What counts as a change. Compared: price, dealer discount, availability, status, specification, ownership and vehicle-check fields, seller, description, equipment and price history. Excluded by default but still returned in the row: scrape timestamps, the listing's rank and page, where it was found, view and favourite counters, days on sale and the last-edited time, the price in dollars and euros (it moves with the exchange rate), the site's own market and trade-in estimates, dealer rating and condition grade, the rotating labels and badges, and photo links. Equipment and phone lists are compared regardless of order. Switching the exclusions never causes a one-time wave of UPDATED rows: UNCHANGED is decided by re-reading the stored record under the current settings.

  • changeScope: priceAndStock compares only price, dealer discount, availability, status and the price history, so a description, equipment or ownership edit is never a billable UPDATED row. Switching changeScope, or editing ignoreFieldsForChanges, keeps your existing saved state: nothing comes back as NEW, each stored listing is simply re-compared under the new setting.
  • compactUpdates turns UPDATED and EXPIRED rows into slim rows (ids, link, title, current price and availability, priceChanges old and new, variantChanges for price-history entries as ADDED, REMOVED or CHANGED). NEW rows stay full. A compact row does not carry listing-page detail fields, so no detail charge applies to it.
  • expireAfterMissedScans applies with emitExpired. EXPIRED means the listing dropped out of the scanned results; listings are sold and posted all day, so a value of 2 or more avoids false expiries.
  • A run stopped by Max listings, Max result pages, the time limit or your maximum cost per run, a run that could not read some page, a search deeper than the site's 99 pages, a resumed run, or a run whose scope or filters differ from those the state key was last saved with never produces EXPIRED rows.

EXPIRED rows count against Max listings like every other row. They are only produced after a run that scanned the whole tracked scope, so a run that stopped because it reached Max listings returns none.

Send results into your apps (MCP connectors)

Optionally pipe the scraped results into the apps you already use, via Model Context Protocol (MCP) connectors. This is an extra delivery step after the scrape: the Apify dataset is never changed.

What gets written to the connector: a condensed, human-readable summary of each listing, not the full JSON. Each item becomes one entry with a title and its key fields flattened to plain text. The complete record always stays in the Apify dataset.

  1. Authorize a connector once under Apify, Settings, Integrations (Notion, Linear, Airtable, or Apify).
  2. Select it in the "Pipe results into your apps" input field. (If the picker is empty, you haven't authorized a connector yet.)
  3. For Notion, also set notionParentPageUrl to the page where items should be created.

The connection is mediated by Apify's MCP proxy, so this actor never sees your third-party credentials. Leave the field empty to skip.

Input Parameters

ParameterTypeDefaultDescription
modestringsearchsearch to find listings with the filters, url to scrape pasted links, or listing to read listings by key.
vehiclesarray["bmw x5"]Makes and models to search, written as in auto.ru web addresses (bmw x5, vaz vesta, land_rover discovery). One search each; empty means every make (search mode).
conditionstringanyany, new or used.
regionsarray(none)Cities or regions, one search each: Latin names for the biggest places (Moscow, Kazan), or any place written in Russian. Empty means all of Russia.
regionRadiusKminteger(site default)Search radius around each city, 0 to 1000 km. Empty uses the site's default (200 km for most cities).
dealerIdsarray(none)Numeric dealer ids; returns each dealer's whole stock and ignores region, radius and make.
yearFrominteger(none)Earliest model year.
yearTointeger(none)Latest model year.
priceFrominteger(none)Lowest asking price in Russian roubles.
priceTointeger(none)Highest asking price in Russian roubles.
mileageFrominteger(none)Lowest mileage in kilometres.
mileageTointeger(none)Highest mileage in kilometres.
engineVolumeFrominteger(none)Smallest engine displacement in cubic centimetres (the site rounds to a tenth of a litre).
engineVolumeTointeger(none)Largest engine displacement in cubic centimetres.
powerFrominteger(none)Lowest engine power in horsepower.
powerTointeger(none)Highest engine power in horsepower.
bodyTypesarray(none)Body types: SEDAN, HATCHBACK_3_DOORS, HATCHBACK_5_DOORS, LIFTBACK, WAGON, COUPE, CABRIO, ALLROAD_3_DOORS, ALLROAD_5_DOORS, MINIVAN, PICKUP, VAN, LIMOUSINE.
engineTypesarray(none)Fuel types: GASOLINE, DIESEL, HYBRID, ELECTRO, LPG (cars fitted with a gas system).
transmissionsarray(none)Gearboxes: AUTOMATIC, MECHANICAL, ROBOT, VARIATOR.
driveTypesarray(none)Drive layouts: FORWARD_CONTROL (front-wheel), REAR_DRIVE, ALL_WHEEL_DRIVE.
sellerTypesarray(none)PRIVATE or COMMERCIAL (dealers); empty means both.
steeringWheelstringanyany, LEFT or RIGHT.
maxOwnersinteger(none)Only cars with at most this many owners in the vehicle title: 1, 2 or 3.
includeDamagedbooleanfalseAlso return cars the seller marks as damaged or not running.
includeNotClearedbooleanfalseAlso return cars that are not cleared through customs.
sortBystringrelevancerelevance, newest, oldest, price_asc, price_desc, year_desc, year_asc, mileage_asc or mileage_desc. A sort written into a pasted link wins.
urlsarraythree sample links (one per link shape)Result pages, dealer pages, listing pages or bare listing keys (url mode).
listingIdsarray["1160165890-6216410f"]Listing keys such as 1160165890-6216410f, or listing links (listing mode).
fetchDetailsbooleanfalseAlso read every listing's own page for the seller's description and the view and favourite counters.
maxItemsinteger20Maximum number of listings across the whole run, up to 100000. 0 means the 100000 maximum.
maxPagesinteger0Maximum result pages per search. 0 means as many as the search has, up to the site's limit of 99.
proxyobjectresidentialConnection settings.
resumeFromRunIdstring(none)Continue one interrupted run without re-collecting or re-billing its listings.
incrementalModebooleanfalseReturn only new and changed listings on scheduled runs.
stateKeystring(none)Name or share an incremental-mode state.
emitUnchangedbooleanfalseAlso return (and bill) unchanged listings.
emitExpiredbooleanfalseAlso return (and bill) listings no longer found after a full scan, within the room left under Max listings.
changeScopestringallpriceAndStock limits change detection to price, discount, availability, status and price history.
compactUpdatesbooleanfalseSlim UPDATED and EXPIRED rows with priceChanges and variantChanges.
expireAfterMissedScansinteger1Mark EXPIRED only after this many consecutive complete scans missed the listing.
ignoreFieldsForChangesarray(none)Extra fields (or dotted paths such as priceHistory.price) that never count as a change.
mcpConnectorsarray(none)Optional: send a summary of each listing to apps you authorized under Integrations.
notionParentPageUrlstring(none)Notion connector only: page under which listings are created.
maxNotifyListingsinteger50Cap on listings written to each connector per run.

Output Example

Sample shape: values are illustrative placeholders, not from a live record.

{
"recordType": "listing",
"listingId": "1000000001-0a1b2c3d",
"offerId": "1000000001",
"url": "https://auto.ru/cars/used/sale/samplemake/model/1000000001-0a1b2c3d/",
"title": "Sample Make Model II",
"condition": "used",
"status": "ACTIVE",
"damaged": false,
"make": "SAMPLEMAKE",
"makeName": "Sample Make",
"model": "MODEL",
"modelName": "Model",
"generation": "II",
"complectation": "Comfort",
"year": 2021,
"mileageKm": 45000,
"bodyType": "Sedan",
"bodyTypeCode": "SEDAN",
"doors": 4,
"seats": 5,
"engineType": "GASOLINE",
"engineVolumeCc": 1998,
"enginePowerHp": 150,
"transmission": "AUTOMATIC",
"driveType": "ALL_WHEEL_DRIVE",
"steeringWheel": "LEFT",
"colorHex": "040001",
"color": "черный",
"equipment": ["abs", "esp", "climate-control-2"],
"price": 2100000,
"currency": "RUB",
"priceUsd": 26000,
"priceEur": 23500,
"firstPrice": 2200000,
"priceChange": -100000,
"priceHistory": [{"date": "2026-10-01T00:00:00Z", "price": 2200000}, {"date": "2026-10-20T00:00:00Z", "price": 2100000}],
"marketPriceFrom": 2000000,
"marketPriceTo": 2300000,
"marketPriceUncertaintyPercent": 40,
"ownersCount": 2,
"pts": "ORIGINAL",
"ptsOriginal": true,
"customsCleared": true,
"vinMasked": "XXX**************",
"licensePlateRegion": "77",
"vinCheck": "OK",
"ownersCheck": "OK",
"legalCheck": "OK",
"accidentsCheck": "OK",
"sellerType": "COMMERCIAL",
"sellerName": "Sample Dealer",
"dealerId": "100000",
"dealerCode": "sample_dealer",
"isOfficialDealer": false,
"dealerAddress": "Sample Street 1",
"dealerPhones": ["+7 000 000-00-00"],
"dealerOpenHours": "daily 9:00-21:00",
"city": "Moscow",
"photoCount": 12,
"photos": ["https://example.invalid/photo/1200x900"],
"createdAt": "2026-10-01T00:00:00Z",
"daysOnSale": 31,
"description": "Sample seller text.",
"views": 120,
"viewsToday": 3,
"favorites": 4,
"conditionGrade": "B",
"position": 3,
"page": 1,
"sourceLabel": "SAMPLEMAKE MODEL in all of Russia",
"changeType": "NEW",
"changedFields": [],
"firstSeenAt": "2026-11-01T12:00:00Z",
"lastSeenAt": "2026-11-01T12:00:00Z",
"scrapedAt": "2026-11-01T12:00:00Z"
}

Plan Requirement

The site refuses some connecting addresses with a login prompt, whatever country they are in. Measured with twenty fresh addresses per kind, Apify residential addresses were usable on more than eight tries in ten, and Apify's standard datacenter pool on a little over half, so the default connection is Apify residential, without a country pin; leave it as it is for the most reliable results. Every fresh address is tested with one tiny request before the run asks it for a result page, a refused or unreachable address is dropped at once and the next one is tried, and only a long unbroken run of failures escalates, in order, to residential addresses (when you picked a datacenter pool), a backup residential connection and a backup datacenter connection, staying on the one that works for the rest of the run. A pasted dealer page link, or a pasted link with a region the actor does not know, needs a Russian residential address for one page read; the Dealer ids and Regions fields work with any connection. Proxy traffic is billed on your own Apify plan.

Apify free plans do not include proxies. If your plan does not include proxy access, the run says so in plain words rather than returning an empty dataset. These are the messages you may see in the run log:

  • Warning: "The selected connection is unavailable to this run. Apify free plans do not include residential proxies. Continuing on a backup connection; some pages may still be unavailable." followed by an upgrade pointer.
  • Info: "Served over the backup connection (the default connection was unavailable)."
  • Failure: "The proxy connection was refused for this account, so no page could be read. Your Apify plan does not include proxy access; a paid plan is required".
  • Failure: "No results: residential proxies are unavailable on this run (Apify free plans do not include them), and the backup connection could not load the requested Auto.ru pages."
  • Failure: "Could not load any results page (the requests failed), so nothing was collected. This is a connection problem, not an empty search. Please try again later."

You can supply your own proxy URLs instead; custom proxies get no automatic backup connection.

FAQ

How much does it cost?

Three events can appear on a run, and the Pricing tab shows the current rates:

  • Listing result: one event per listing row returned in the dataset (incremental UNCHANGED rows are suppressed and not billed unless Emit unchanged is on).
  • Listing page detail: one event per listing row whose own page is read, through Read each listing's page or listing mode.
  • Actor start: one event each time a run starts.

Use Max listings to cap the cost of any run. Failed, empty or missing pages are never billed, and a run that reaches your maximum cost per run stops and says so.

This actor collects only publicly available listing data that the site shows to any visitor. It does not log in, does not unmask seller phone numbers and does not collect private sellers' names or addresses. You are responsible for how you use the data: follow the site's terms and the laws that apply to you, including data protection rules, and get legal advice if you plan commercial redistribution. Prices and specifications are generally facts, but photos and brand names may be subject to third-party rights.

Can I get seller phone numbers or the full vehicle number?

No. The site masks every seller phone behind a call-back flow and shows the vehicle number only up to the first three characters; both stay masked in the output. Dealer rows do carry the business phone numbers the dealer page itself prints.

Which vehicles and countries are covered?

Passenger-car listings on auto.ru, in Russian roubles. Motorcycles, trucks and other vehicle categories are not covered. The connection does not need to be in Russia.

Why do I get fewer listings than the site says it has?

The site shows at most 99 result pages (3663 listings) per search. The log says when a search was cut off that way. Split the search by make, model, region, year or price to reach the rest.

Can I get only new or changed listings on a schedule?

Yes. Schedule the actor from the Schedules tab and turn on Incremental mode. Each run then returns only new and updated listings, and unchanged ones are not billed unless you turn on Emit unchanged.

Why do some rows have no description or counters?

Result pages carry the specification, price, checks and seller, while the seller's description and the view and favourite counters live on each listing's own page. Turn on Read each listing's page, or use listing mode, to get them.

Why did my run fail instead of returning an empty dataset?

If the site refuses every request, the run stops with a clear message so "no matches today" is never confused with "nothing could be read". Run it again in a few minutes. If only some pages could be read, you still get what was found, and the run tells you the result is incomplete.

Can I use it with AI agents or MCP?

Yes. Call it from any Apify integration or MCP client, and use the connector field to push results into Notion, Linear or Airtable.

🔗 Want more car data?

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💬 Support

  • 🐞 Found a bug or a missing field? Open a ticket on the Issues tab. We usually reply within hours.
  • 🛠️ Need another site, extra fields or a private build? Email contact@abotapi.com.
  • ⭐ Enjoying it? A quick review on the actor page helps other users find it.