Datasets: Used-Car Listings and Hiring Velocity

Data Works Methodology: Collection, Fields and Privacy

How Data Works collects used-car listings and job board counts: sources, schedules, removal and repost rules, price statistics and what we never publish.

By Proxies.sx Team. Reviewed .

Data Works reads public listing pages and public job board APIs on a schedule, keeps each listing or job with its first-seen and last-seen times, and records a removal or closure when a later complete read no longer lists it. Public pages show aggregates of at least 10 listings and never show individual listings or sellers.

In this guide

Sources and provenance

Collected by Proxies.sx Data Works from public listing pages. Proxies.sx is not affiliated with Seminuevos, Mobiauto or Otomoto. Collected by Proxies.sx Data Works from public career boards. Proxies.sx is not affiliated with Greenhouse, Lever, Ashby or the employers listed.

The used-car collector honours each site's robots.txt. It does not request a path that robots.txt disallows, and it skips a site whose robots.txt it cannot read. The hiring collector reads the public job board endpoints that Greenhouse, Lever and Ashby document for career pages.

GET https://boards-api.greenhouse.io/v1/boards/{board}/jobs
GET https://api.lever.co/v0/postings/{board}?mode=json
GET https://api.ashbyhq.com/posting-api/job-board/{board}

Collection schedules

Used cars are collected every 4 hours per marketplace, starting on 19 October 2026. Each run has a fixed time and request budget and continues the walk where the previous run stopped, so a listing is read again only when the walk comes back to its page. Hiring boards are read once a day at 06:00 UTC. The first hiring read was on 17 October 2026, and the first scheduled daily run was at 06:00 UTC on 18 October 2026.

Active listings and removals

Seminuevos and Otomoto are walked by make and model pages, and Mobiauto by dealer stock pages. A listing is active from the first read that lists it until it is marked removed. A removal is recorded only after a complete read of the same pages no longer lists it, so a read that stops early never marks listings as removed.

The make and model walk follows a fixed order from the start of the alphabet. A sample therefore holds the makes the walk has reached, which is why the Mexico and Poland samples so far hold mostly makes that begin with A.

Asking prices and quartiles

Prices are asking prices in local currency (MXN, BRL or PLN) as shown on the listing, not transaction prices. Listings without a price, or priced in another currency, are left out of price statistics. Quartiles use linear interpolation and are rounded to whole units.

Mileage is the odometer reading in kilometres as stated. Model years are grouped in five bands: 2009 and older, 2010 to 2014, 2015 to 2019, 2020 to 2022, and 2023 and newer.

Why change counts start at zero

A price change needs two reads of the same listing, and a removal needs a complete second read of the same pages. Otomoto and Mobiauto had finished one pass when these statistics were taken, and the second Seminuevos run had moved on to pages it had not read before, so both counts were zero. A zero at this stage is missing history, not a stable market.

Hiring: new, closed and reposted jobs

Each run reads every board once. A job is new when its id is seen for the first time, and closed when a successful read no longer lists it. A new job is also a repost when the same board closed a job with the same title and location in the previous 60 days. Each closed job can be matched to one later job at most, and reposts stay inside the new count.

Changes are counted against the previous successful run. A board that fails to load is skipped and nothing on it is closed. A board read for the first time, including one an employer has moved to, has empty change fields until the next run.

What we publish and what we never publish

Public pages show aggregates only. Any figure based on fewer than 10 listings is suppressed. We never publish listing ids, URLs, VINs, dealer or seller names, or individual listings. Employer names and open-job totals appear on the hiring pages because they are company-level counts from public career boards.

Row-level data, including dealer names, goes only to customers who receive the feed.

Field schemas

The used-car feed has 19 fields: source, listing_id, make, model, year, trim, mileage_km, price, currency, price_change, seller_type, dealer_name, city, state, vin, status, first_seen, last_seen, removed_at. Definitions are on the used-car listings page. The hiring feed has 8 fields, defined on the hiring velocity page. Each finished run downloads as CSV with these header rows.

source,listing_id,make,model,year,trim,mileage_km,price,currency,price_change,seller_type,dealer_name,city,state,vin,status,first_seen,last_seen,removed_at
company,ats,board,open_jobs,new_jobs,closed_jobs,reposted_jobs,captured_at

How the public figures are updated

The figures on these pages come from a dated aggregate snapshot, taken with a read-only query of the Data Works store at 19 October 2026 at 20:15 UTC. The site never queries the store. Each refresh replaces the snapshot and moves the reviewed date at the top of every page.

Common questions

Are you affiliated with the marketplaces?

No. Proxies.sx is not affiliated with Seminuevos, Mobiauto, Otomoto, Greenhouse, Lever, Ashby or the employers listed.

Why don't you publish coverage percentages?

We do not know the total number of listings on each marketplace with enough confidence to state a share.

Is there a price index?

Not yet. An index needs several weeks of consistent collection. Until then the pages show an asking-price snapshot with the collection start date.

Sources and test scope

Statistics as of 19 October 2026 at 20:15 UTC, from a read-only aggregate query of the Data Works store. Used-car collection started on 19 October 2026 and hiring collection on 17 October 2026, so there is no earlier history. The used-car figures are partial samples and do not represent any national market. Outside sources were checked on 19 October 2026.

Request a free sample

Sign in to Data Works in the Proxies.sx dashboard to request a free sample. The storefront needs an account, and you approve the sample and a rate before anything bills. To collect from other sites, see custom Data Works projects.

Datasets and how they are collected

Compare both feeds on the datasets page, or read another page in this series.