Skip to main content
U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · October 16, 2026

5.9M+

Unique vehicles analyzed

as of October 15, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

233 listings found

2004 Chrysler Sebring LXI

Image from the dealer's site. OAV does not own, control, or store dealer images.

2004 Chrysler Sebring LXI

Kearney, NE

UnscoredInsufficient · 0
$4,287125,507 mi

Kearney, NE

2001 Mercedes-Benz SLK 230 Kompressor

Image from the dealer's site. OAV does not own, control, or store dealer images.

2001 Mercedes-Benz SLK 230 Kompressor

Omaha, NE

UnscoredInsufficient · 0
$4,500135,566 mi

Omaha, NE

2006 Chrysler Sebring Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 Chrysler Sebring Base

Kearney, NE

UnscoredInsufficient · 0
$4,787161,533 mi

Kearney, NE

1999 Volkswagen Cabrio GLS

Image from the dealer's site. OAV does not own, control, or store dealer images.

1999 Volkswagen Cabrio GLS

South Sioux City, NE

UnscoredInsufficient · 0
$4,900156,000 mi

South Sioux City, NE

2013 BMW 3 Series 328i

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 BMW 3 Series 328i

Omaha, NE

UnscoredInsufficient · 4
$4,999203,254 mi

Comparison: 4 similar vehicles

Omaha, NE

2008 Chrysler Sebring Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Chrysler Sebring Limited

Lincoln, NE

Salvage title
$4,999120,988 mi

Lincoln, NE

2004 Ford Mustang Deluxe

Image from the dealer's site. OAV does not own, control, or store dealer images.

2004 Ford Mustang Deluxe

Kearney, NE

UnscoredInsufficient · 0
$5,287140,483 mi

Kearney, NE

2001 Audi TT QUATTRO

Image from the dealer's site. OAV does not own, control, or store dealer images.

2001 Audi TT QUATTRO

Lincoln, NE

UnscoredInsufficient · 0
$5,494136,299 mi

Lincoln, NE

2004 Ford Mustang Deluxe

Image from the dealer's site. OAV does not own, control, or store dealer images.

2004 Ford Mustang Deluxe

Grand Island, NE

UnscoredInsufficient · 0
$5,90080,000 mi

Grand Island, NE

2007 Pontiac G6 GT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Pontiac G6 GT

O'Neill, NE

UnscoredLimited · 8
$5,950161,400 mi

Comparison: 8 similar vehicles

O'Neill, NE

2008 Chrysler Sebring Touring

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Chrysler Sebring Touring

North Platte, NE

UnscoredInsufficient · 0
$5,995136,542 mi

North Platte, NE

2001 Volvo C70 HT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2001 Volvo C70 HT

Lincoln, NE

UnscoredInsufficient · 0
$6,100101,367 mi

Lincoln, NE

2009 Pontiac G6 GT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Pontiac G6 GT

Omaha, NE

Salvage title
$6,239102,732 mi

Omaha, NE

2016 Buick Cascada Premium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Buick Cascada Premium

Lincoln, NE

UnscoredInsufficient · 3
$6,50095,988 mi

Comparison: 3 similar vehicles

Lincoln, NE

2010 Volkswagen Eos Komfort

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Volkswagen Eos Komfort

Omaha, NE

UnscoredInsufficient · 0
$6,50083,180 mi

Omaha, NE

2008 Chrysler Sebring Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Chrysler Sebring Limited

Kearney, NE

UnscoredLimited · 5
$6,787158,335 mi

Comparison: 5 similar vehicles

Kearney, NE

2000 BMW Z3 Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2000 BMW Z3 Base

Lincoln, NE

Salvage title
$6,900128,140 mi

Lincoln, NE

2006 Chrysler Sebring Touring

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 Chrysler Sebring Touring

Springfield, NE

UnscoredInsufficient · 0
$6,92439,092 mi

Springfield, NE

1997 BMW Z3 ROADSTER

Image from the dealer's site. OAV does not own, control, or store dealer images.

1997 BMW Z3 ROADSTER

Lincoln, NE

Salvage title
$7,25071,354 mi

Lincoln, NE

2004 Mercedes-Benz SLK-Class SLK320

Image from the dealer's site. OAV does not own, control, or store dealer images.

2004 Mercedes-Benz SLK-Class SLK320

Kearney, NE

UnscoredInsufficient · 0
$7,287126,490 mi

Kearney, NE

2012 Volvo C70 T5

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Volvo C70 T5

Weston, NE

UnscoredInsufficient · 0
$7,890117,543 mi

Weston, NE

2010 Chrysler Sebring Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Chrysler Sebring Limited

Lincoln, NE

UnscoredInsufficient · 0
$7,99096,781 mi

Lincoln, NE

2012 FIAT 500 Lounge

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 FIAT 500 Lounge

Lexington, NE

UnscoredInsufficient · 0
$7,99586,336 mi

Lexington, NE

2007 Volkswagen New Beetle 2.5

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Volkswagen New Beetle 2.5

Omaha, NE

UnscoredInsufficient · 0
$7,995128,879 mi

Omaha, NE

1999 Mercedes-Benz SLK Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

1999 Mercedes-Benz SLK Base

Lexington, NE

UnscoredInsufficient · 0
$7,99585,199 mi

Lexington, NE

2003 BMW Z4 3

Image from the dealer's site. OAV does not own, control, or store dealer images.

2003 BMW Z4 3

Omaha, NE

UnscoredInsufficient · 0
$7,99926,764 mi

Omaha, NE

2003 BMW Z4 3

Image from the dealer's site. OAV does not own, control, or store dealer images.

2003 BMW Z4 3

Omaha, NE

UnscoredInsufficient · 0
$8,049135,831 mi

Omaha, NE

2011 Mitsubishi Eclipse Spyder GS-Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Mitsubishi Eclipse Spyder GS-Sport

Kearney, NE

UnscoredInsufficient · 0
$8,287129,222 mi

Kearney, NE

2007 Toyota Camry Solara SLE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Toyota Camry Solara SLE

Kearney, NE

UnscoredInsufficient · 0
$8,287137,475 mi

Kearney, NE

2005 Chrysler Sebring GTC

Image from the dealer's site. OAV does not own, control, or store dealer images.

2005 Chrysler Sebring GTC

Columbus, NE

UnscoredInsufficient · 0
$8,49173,046 mi

Columbus, NE

2004 Ford Thunderbird Deluxe

Image from the dealer's site. OAV does not own, control, or store dealer images.

2004 Ford Thunderbird Deluxe

York, NE

UnscoredInsufficient · 0
$8,500135,269 mi

York, NE

2002 Ford Thunderbird Deluxe

Image from the dealer's site. OAV does not own, control, or store dealer images.

2002 Ford Thunderbird Deluxe

Lincoln, NE

Salvage title
$8,90052,038 mi

Lincoln, NE

2008 Saturn Sky Roadster

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Saturn Sky Roadster

Fremont, NE

UnscoredInsufficient · 0
$8,950154,494 mi

Fremont, NE

2014 Chrysler 200 S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Chrysler 200 S

Omaha, NE

UnscoredInsufficient · 0
$8,995129,339 mi

Omaha, NE

2006 Mazda MX-5 Miata Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 Mazda MX-5 Miata Base

Lincoln, NE

Salvage title
$8,99945,125 mi

Lincoln, NE

2011 BMW 3 Series 328i

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 BMW 3 Series 328i

Lincoln, NE

UnscoredLimited · 7
$9,000127,903 mi

Comparison: 7 similar vehicles

Lincoln, NE

2003 Audi TT Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2003 Audi TT Base

Lexington, NE

UnscoredInsufficient · 0
$9,20061,550 mi

Lexington, NE

2003 BMW Z4 2.5

Image from the dealer's site. OAV does not own, control, or store dealer images.

2003 BMW Z4 2.5

Scottsbluff, NE

UnscoredInsufficient · 0
$9,50081,331 mi

Scottsbluff, NE

2001 Ford Mustang Premium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2001 Ford Mustang Premium

York, NE

UnscoredInsufficient · 0
$9,72094,697 mi

York, NE

2007 Toyota Camry Solara SLE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Toyota Camry Solara SLE

Bellevue, NE

UnscoredInsufficient · 3
$9,799133,681 mi

Comparison: 3 similar vehicles

Bellevue, NE

2010 BMW 3 Series 328i

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 BMW 3 Series 328i

Lincoln, NE

UnscoredInsufficient · 4
$9,99566,496 mi

Comparison: 4 similar vehicles

Lincoln, NE

1998 Jaguar XK Series Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

1998 Jaguar XK Series Base

Omaha, NE

UnscoredInsufficient · 0
$9,995101,942 mi

Omaha, NE

2001 Ford Mustang Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2001 Ford Mustang Base

Omaha, NE

UnscoredInsufficient · 0
$9,99965,725 mi

Omaha, NE

2003 Ford Thunderbird Premium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2003 Ford Thunderbird Premium

Fremont, NE

UnscoredInsufficient · 0
$10,79391,521 mi

Fremont, NE

2007 Saturn Sky Roadster

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Saturn Sky Roadster

Hartington, NE

UnscoredInsufficient · 0
$10,90078,875 mi

Hartington, NE

2004 BMW Z4 3

Image from the dealer's site. OAV does not own, control, or store dealer images.

2004 BMW Z4 3

Lincoln, NE

UnscoredInsufficient · 0
$10,90083,174 mi

Lincoln, NE

1997 Chevrolet Camaro Z28

Image from the dealer's site. OAV does not own, control, or store dealer images.

1997 Chevrolet Camaro Z28

Wayne, NE

UnscoredInsufficient · 0
$10,995181,322 mi

Wayne, NE

2012 BMW 1 Series 128i

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 BMW 1 Series 128i

Saint Paul, NE

UnscoredInsufficient · 0
$11,19967,414 mi

Saint Paul, NE

2002 Ford Thunderbird Deluxe

Image from the dealer's site. OAV does not own, control, or store dealer images.

2002 Ford Thunderbird Deluxe

Omaha, NE

UnscoredLimited · 5
$11,69962,859 mi

Comparison: 5 similar vehicles

Omaha, NE

2006 BMW Z4 3.0si

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 BMW Z4 3.0si

Lincoln, NE

UnscoredInsufficient · 0
$11,95061,479 mi

Lincoln, NE

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles is selling faster than its market baseline, and this listing is still within the cohort’s typical selling window. It is separate from OAV’s price verdict. A Demand-Verified Deal is a listing that carries the badge and is also rated Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin). The Deal is the intersection of the two signals. Each Demand-Verified listing shows its cohort’s typical sell-time, its days-on-lot, and a comparable count. Listings without sufficient, fresh cohort coverage get no label, and the section hides itself when none on a page qualify, so the signal stays honest.

Current status: the Demand-Verified badge is withheld on every listing while OAV re-validates the sell-through claim behind it, so no Top Demand-Verified Deals section is showing anywhere on the site right now. The sell-through evidence itself still appears on listings where a cohort supports it, and Price-to-Market verdicts are unaffected. The badge returns only if the re-validation confirms the claim.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Example market pages

OAV answers these questions

What are the best priced vehicles?
Great Deal means priced below the comparable-range floor by at least OAV's minimum-gap margin; Fair Price means priced within the comparable range, or below the floor by less than that margin.
Which vehicles are priced below market?
Vehicles rated Great Deal are priced below the comparable-range floor by at least OAV's minimum-gap margin. Each one links to its vehicle page.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched sold cohort of similar vehicles is moving faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not aged beyond the cohort's typical selling window. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are priced below comparable listings?
OAV's Price-to-Market analysis compares a listing's asking price against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; one priced within the comparable range, or below the floor by less than that margin, is Fair Price.

How OAV.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

How OAV works

How does OAV rate vehicle deals?
OAV compares a listing's asking price against similar vehicles currently for sale and publishes a Price-to-Market verdict only when the evidence supports one. OAV rates scored listings as Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin), Fair Price (priced within the comparable range, or below the floor by less than that margin), or Overpriced (priced above the comparable range). Listings OAV cannot score on the available evidence are shown as Unscored rather than receiving an unsupported verdict. Ratings are recomputed as OAV processes new inventory data through its daily pipeline; each page shows the market snapshot used for its analysis.
How fresh is OAV's vehicle data?
OAV processes inventory, pricing, and days-on-lot data daily from the dealer source. Every market page and VIN page carries a “Market snapshot” timestamp showing the snapshot date the page was built from, so the exact data vintage is always visible.
Does OAV include days on lot?
Yes. OAV records days-on-lot from the dealer feed when the feed supplies it. Days-on-lot is a separate demand signal, never an input to the Price-to-Market verdict.
Are OAV dealers verified?
Dealer profiles include public market summaries from live inventory data — make mix, deal mix, average days on lot, market position. Claimed OAV dealers manage their profile, route inbound buyer inquiries, and control verified contact information. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, exports, and enhanced merchandising.
What technology powers OAV's deal ratings?
Certain vehicle market-standardization methods are covered by U.S. Patent No. 12,236,477; the Price-to-Market verdict method is the subject of a pending U.S. patent application. The standardization technology normalizes naming conventions and deduplicates cross-listed inventory across the dealership network, so every comparable-market calculation is drawn from a clean, unified data set.

Related questions

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.