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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 17, 2026

5.9M+

Unique vehicles analyzed

as of October 16, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.8M used·Listings processed daily

Or explore the market

633 listings found

2006 Volvo C70 T5

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

2006 Volvo C70 T5

Lake Saint Louis, MO

UnscoredInsufficient · 0
$2,90094,121 mi

Lake Saint Louis, MO

2001 Mitsubishi Eclipse SPYDER GT

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

2001 Mitsubishi Eclipse SPYDER GT

St. Louis, MO

UnscoredInsufficient · 0
$2,985187,901 mi

St. Louis, MO

2005 Chrysler PT Cruiser Touring Edition

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

2005 Chrysler PT Cruiser Touring Edition

Bourbon, MO

UnscoredInsufficient · 0
$3,250186,872 mi

Bourbon, MO

2006 Chrysler Sebring Touring

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

2006 Chrysler Sebring Touring

St. Louis, MO

UnscoredInsufficient · 0
$3,900142,721 mi

St. Louis, MO

2000 Chevrolet Camaro Base

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

2000 Chevrolet Camaro Base

St. Louis, MO

UnscoredInsufficient · 0
$3,995134,595 mi

St. Louis, MO

2002 Jaguar XK Series XK8 Convertible

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

2002 Jaguar XK Series XK8 Convertible

Kansas City, MO

UnscoredInsufficient · 3
$4,200104,020 mi

Comparison: 3 similar vehicles

Kansas City, MO

2012 Mitsubishi Eclipse Spyder SE

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

2012 Mitsubishi Eclipse Spyder SE

High Ridge, MO

UnscoredInsufficient · 0
$4,500130,000 mi

High Ridge, MO

2006 Mercedes-Benz CLK-Class CLK350

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

2006 Mercedes-Benz CLK-Class CLK350

Kansas City, MO

UnscoredInsufficient · 0
$4,500130,000 mi

Kansas City, MO

2000 Chrysler Sebring JXI

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

2000 Chrysler Sebring JXI

St. Louis, MO

UnscoredInsufficient · 0
$4,500118,348 mi

St. Louis, MO

1998 Chevrolet Camaro Base

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

1998 Chevrolet Camaro Base

Union, MO

UnscoredInsufficient · 0
$4,500145,441 mi

Union, MO

2005 Chrysler PT Cruiser GT

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

2005 Chrysler PT Cruiser GT

St. Louis, MO

UnscoredInsufficient · 0
$4,800149,463 mi

St. Louis, MO

2005 BMW Z4 2.5

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

2005 BMW Z4 2.5

Independence, MO

UnscoredInsufficient · 0
$4,95070,380 mi

Independence, MO

2012 Chrysler 200 Touring

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

2012 Chrysler 200 Touring

St. Louis, MO

UnscoredModerate · 26
$5,500184,703 mi

Comparison: 26 similar vehicles

St. Louis, MO

2011 BMW 1 Series 128i

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

2011 BMW 1 Series 128i

Kansas City, MO

UnscoredInsufficient · 0
$5,500143,000 mi

Kansas City, MO

2000 Chrysler Sebring JXI

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

2000 Chrysler Sebring JXI

Warrenton, MO

Salvage title
$5,500116,504 mi

Warrenton, MO

2009 Pontiac Solstice Base

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

2009 Pontiac Solstice Base

Saint Charles, MO

UnscoredInsufficient · 0
$5,900153,020 mi

Saint Charles, MO

2004 Ford Thunderbird Deluxe

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

2004 Ford Thunderbird Deluxe

Kansas City, MO

Salvage title
$5,95091,033 mi

Kansas City, MO

2002 Saab 9-3 SE

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

2002 Saab 9-3 SE

Chillicothe, MO

UnscoredInsufficient · 0
$5,950129,500 mi

Chillicothe, MO

2013 Volkswagen Eos Komfort

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

2013 Volkswagen Eos Komfort

Crystal City, MO

UnscoredInsufficient · 0
$5,99589,014 mi

Crystal City, MO

2012 FIAT 500 Lounge

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

2012 FIAT 500 Lounge

St. Louis, MO

UnscoredInsufficient · 4
$5,99575,666 mi

Comparison: 4 similar vehicles

St. Louis, MO

2001 Audi TT QUATTRO

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

2001 Audi TT QUATTRO

St. Louis, MO

UnscoredInsufficient · 0
$5,995148,040 mi

St. Louis, MO

2011 Volvo C70 T5

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

2011 Volvo C70 T5

St. Louis, MO

UnscoredInsufficient · 0
$5,999190,000 mi

St. Louis, MO

2006 Mercedes-Benz CLK-Class CLK350

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

2006 Mercedes-Benz CLK-Class CLK350

Osage Beach, MO

UnscoredInsufficient · 0
$5,999217,001 mi

Osage Beach, MO

2004 Volkswagen New Beetle GLS

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

2004 Volkswagen New Beetle GLS

Independence, MO

UnscoredInsufficient · 0
$6,35096,994 mi

Independence, MO

2008 Toyota Camry Solara SLE

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

2008 Toyota Camry Solara SLE

Springfield, MO

Salvage title
$6,500143,106 mi

Springfield, MO

2007 BMW 3 Series 328i

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

2007 BMW 3 Series 328i

Kansas City, MO

UnscoredInsufficient · 0
$6,500124,000 mi

Kansas City, MO

2013 Chrysler 200 Limited

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

2013 Chrysler 200 Limited

Cameron, MO

UnscoredInsufficient · 4
$6,79592,505 mi

Comparison: 4 similar vehicles

Cameron, MO

2005 Chrysler PT Cruiser GT

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

2005 Chrysler PT Cruiser GT

Crystal City, MO

UnscoredInsufficient · 0
$6,90058,000 mi

Crystal City, MO

2006 Saab 9-3 2.0T

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

2006 Saab 9-3 2.0T

Webb City, MO

UnscoredInsufficient · 0
$6,93347,000 mi

Webb City, MO

2012 Ford Mustang V6

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

2012 Ford Mustang V6

Dexter, MO

UnscoredLimited · 17
$6,950200,966 mi

Comparison: 17 similar vehicles

Dexter, MO

2005 Mercedes-Benz CLK-Class CLK500

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

2005 Mercedes-Benz CLK-Class CLK500

Florissant, MO

UnscoredLimited · 11
$6,995146,000 mi

Comparison: 11 similar vehicles

Florissant, MO

2013 Volkswagen Eos Lux

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

2013 Volkswagen Eos Lux

Kansas City, MO

UnscoredInsufficient · 0
$6,999115,330 mi

Kansas City, MO

2015 smart fortwo passion

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

2015 smart fortwo passion

Mexico, MO

UnscoredInsufficient · 0
$7,495111,286 mi

Mexico, MO

2000 BMW Z3 Base

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

2000 BMW Z3 Base

Nixa, MO

UnscoredInsufficient · 0
$7,499203,044 mi

Nixa, MO

2011 BMW 1 Series 128i

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

2011 BMW 1 Series 128i

Kansas City, MO

UnscoredInsufficient · 0
$7,50097,500 mi

Kansas City, MO

2008 Ford Mustang Premium

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

2008 Ford Mustang Premium

Grain Valley, MO

UnscoredInsufficient · 0
$7,500110,752 mi

Grain Valley, MO

1999 Jaguar XK Series Base

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

1999 Jaguar XK Series Base

Lee's Summit, MO

UnscoredInsufficient · 0
$7,750122,779 mi

Lee's Summit, MO

2005 BMW 3 Series 325

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

2005 BMW 3 Series 325

O'Fallon, MO

UnscoredInsufficient · 0
$7,90091,000 mi

O'Fallon, MO

2002 BMW 3 Series Base

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

2002 BMW 3 Series Base

Columbia, MO

UnscoredInsufficient · 0
$7,90088,476 mi

Columbia, MO

2001 Ford Mustang Deluxe

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

2001 Ford Mustang Deluxe

Bolivar, MO

UnscoredInsufficient · 0
$7,900102,000 mi

Bolivar, MO

2009 Audi A4 Base

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

2009 Audi A4 Base

Belton, MO

UnscoredInsufficient · 0
$7,950108,174 mi

Belton, MO

No Photo

2005 BMW 6 Series 645CiC

Springfield, MO

UnscoredInsufficient · 0
$7,99092,521 mi

Springfield, MO

2013 Ford Mustang V6

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

2013 Ford Mustang V6

Bridgeton, MO

UnscoredLimited · 5
$7,999131,021 mi

Comparison: 5 similar vehicles

Bridgeton, MO

2012 Ford Mustang V6

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

2012 Ford Mustang V6

St. Louis, MO

UnscoredLimited · 8
$7,999155,000 mi

Comparison: 8 similar vehicles

St. Louis, MO

2012 Chrysler 200 S

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

2012 Chrysler 200 S

O'Fallon, MO

UnscoredInsufficient · 0
$8,200112,344 mi

O'Fallon, MO

2012 Mercedes-Benz E-Class E350

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

2012 Mercedes-Benz E-Class E350

Gower, MO

Salvage title
$8,29991,383 mi

Gower, MO

2007 Mercedes-Benz SLK-Class SLK350

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

2007 Mercedes-Benz SLK-Class SLK350

Arnold, MO

UnscoredInsufficient · 0
$8,300100,174 mi

Arnold, MO

2012 BMW 6 Series 640i

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

2012 BMW 6 Series 640i

Jennings, MO

UnscoredInsufficient · 0
$8,500129,669 mi

Jennings, MO

2008 Pontiac Solstice Base

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

2008 Pontiac Solstice Base

Raytown, MO

UnscoredInsufficient · 0
$8,50073,842 mi

Raytown, MO

2006 Ford Mustang GT Premium

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

2006 Ford Mustang GT Premium

O'Fallon, MO

UnscoredInsufficient · 0
$8,500116,252 mi

O'Fallon, MO

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

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