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CAR VALUATION FOR MARKETPLACES

A price rating on every listing.
A valuation for every seller.

Show buyers whether an asking price is good, help sellers price their car, and turn listing text and photos into identified vehicles, with the price ratings car buyers already know from autouncle.com.

WHERE IT FITS

From the seller's first photo
to the buyer's decision.

  1. 01

    Listing creation

    Let sellers start from a few photos and a line of text. We identify the make, model, generation, gearbox, colour and equipment, and say what is still missing.

  2. 02

    Pricing advice

    Show the seller what comparable cars are listed for, at private-sale or dealer level, before they set a price.

  3. 03

    Price ratings on listings

    Rate every asking price from Super price to Expensive on the same five-step scale as autouncle.com, with the price limits of each rating.

  4. 04

    Clean stock feeds

    Normalize dealer feeds with their own make, model and variant names into one catalogue-identified vehicle, so search filters and comparisons work.

RATING A LISTING

Send the asking price.
Get the rating.

Add the asking price to a valuation and the result rates it, returns the price limits of all five ratings, and tells you whether the rating holds across the 80% range. When it doesn't, show it with care, for example as "around a good price".

  • Five ratings, from Super price to Expensive
  • The price limits of each rating, for your own badges
  • A stability flag across the 80% range
  • Listing text and photos read into structured vehicle data
POST /v1/valuations
{
  "country": "IT",
  "vehicle": {
    "make": "Fiat",
    "model": "500",
    "model_year": 2020,
    "mileage": { "value": 61000, "unit": "km" }
  },
  "description": "Fiat 500 1.0 Hybrid Lounge, tetto panoramico, Apple CarPlay",
  "pricing": { "asking_price": 12900 }
}
200 OKIllustrative
"price_ratings": {
  "asking_price_rating": 4,
  "asking_price_label": "Good price",
  "stable_within_80pct_interval": true,
  "bands": [
    { "rating": 5, "label": "Super price", "from": 11300, "to": 12400 },
    { "rating": 4, "label": "Good price", "from": 12400, "to": 13500 }, โ€ฆ
  ]
}
DOCUMENTATION, NOT JUST A NUMBER

Every valuation
comes with its evidence.

Buyers trust a rating they can check. Every valuation comes with the identified car and comparable listings you can show next to the rating.

01

The car that was valued

Make, model, generation and drivetrain, with the source of every value: your input, the register, the listing text, a photo or an assumption.

02

Ranges, not a single guess

80%, 95% and 99% price ranges, a precision grade with a sentence explaining it, and how much comparable market data stands behind the estimate.

03

Comparable listings

Up to five similar cars on sale and five that recently left the market, as anonymized examples: year, rounded mileage, rounded asking price, price rating and days on market. Never the seller, a link, dates, the plate, the VIN or photos. One extra credit, only when listings are returned; not available in Denmark.

04

Notes, sources and a record

Disclaimers and data-source attributions on every result. Live results are kept for 13 months and can be read back by their ID.

How to show a valuation โ†’
COMPARABLE LISTINGS
Illustrative

Volkswagen Golf VIII ยท 1.5 TSI ยท 2021 ยท 48,000 km

On sale 2021 ยท 45,000 km โ‚ฌ21,900 Good price 12 days
On sale 2021 ยท 50,000 km โ‚ฌ21,000 Fair price 31 days
Left the market 2020 ยท 45,000 km โ‚ฌ20,500 Good price 19 days
Left the market 2021 ยท 60,000 km โ‚ฌ19,900 Fair price 44 days

Anonymized examples with rounded mileage and prices. Comparables support the price; they are not its basis. Prices are asking prices.

WHY AUTOUNCLE

Valuing cars since 2010.
In fourteen markets.

AutoUncle has valued used cars independently since 2010, from the market data of every country we cover. Data Services gives you the same valuations, vehicle identification and price ratings that power autouncle.com.

2010the year we started valuing cars
14European markets
5price ratings, the same scale as autouncle.com
Live in
  • Denmark
  • Sweden
  • Germany
  • Italy
  • Spain
  • Austria
  • Portugal
  • Poland
  • Finland
  • Romania
  • Switzerland
  • United Kingdom
  • Netherlands
  • France
Belgium on request.

Relied on where a valuation must hold up

Over the years, banks, insurers, leasing companies, dealers and marketplaces have used AutoUncle to value cars, and so has the Danish Tax Agency (SKAT).

AI where it helps. Statistics where it counts.

  • AI reads what people write and photograph, and identifies the exact car.
  • Prices come from statistical models trained on the actual market in each country, never from a language model.
  • Price ranges are checked against real market outcomes, and every result says how sure it is.
How vehicle intelligence works โ†’
Questions we're asked
Can we show AutoUncle price ratings on our listings?

Yes. Send the asking price with a valuation, and the result rates it on AutoUncle's five-step scale, from Super price to Expensive. Show the attribution text whenever the result includes one.

Can sellers create a listing from photos?

Yes. Photos and listing text are read to identify the car and its equipment, gearbox, colour and condition, and every value says whether it was read from a photo, the text or your structured fields. Photos are read with live keys only.

Our dealers' feeds use their own make and model names. Is that a problem?

No. Send them as they are. The normalization API matches them to the catalogue, including abbreviations and local names in our markets, and tells you where each value came from.

Can we offer a 'what is my car worth' tool?

Yes. Use the private-sale price basis to show what comparable cars are listed for by private sellers, with a range rather than a single number.

What does it cost?

One credit per successful live valuation, normalization or vehicle lookup. Catalogue calls and test keys are free, and refusals and failures never use credits.

START WITH ONE CAR

Try it on your own cases.
Then talk to us.

Create a workspace, test with free test keys, and see every request in your console.