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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 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

195 listings found

2001 Buick LeSabre Custom

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

2001 Buick LeSabre Custom

Lexington, NE

OverpricedLimited · 12
$2,495276,545 mi

Market: $2,198 – $2,298

Comparison: 12 similar vehicles

Priced ~9% above the typical market range for similar vehicles (based on current market benchmarks)

Lexington, NE

2000 Toyota Camry LE

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

2000 Toyota Camry LE

Kearney, NE

UnscoredInsufficient · 0
$3,000288,915 mi

Kearney, NE

2012 Kia Forte EX

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

2012 Kia Forte EX

Kearney, NE

UnscoredInsufficient · 0
$3,287231,292 mi

Kearney, NE

1997 Toyota Corolla CE

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

1997 Toyota Corolla CE

Lexington, NE

UnscoredInsufficient · 0
$3,495266,573 mi

Lexington, NE

2011 Ford Fusion SEL

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

2011 Ford Fusion SEL

Minden, NE

UnscoredLimited · 8
$3,995187,120 mi

Comparison: 8 similar vehicles

Minden, NE

2007 Hyundai Sonata SE

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

2007 Hyundai Sonata SE

Lexington, NE

UnscoredInsufficient · 3
$3,995143,309 mi

Comparison: 3 similar vehicles

Lexington, NE

2007 Volvo S40 2.4i

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

2007 Volvo S40 2.4i

Lexington, NE

UnscoredInsufficient · 0
$3,995177,689 mi

Lexington, NE

2006 Honda Accord EX

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

2006 Honda Accord EX

Holdrege, NE

UnscoredInsufficient · 3
$4,054210,224 mi

Comparison: 3 similar vehicles

Holdrege, NE

2007 Pontiac Grand Prix GP

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

2007 Pontiac Grand Prix GP

Lexington, NE

Salvage title
$4,200135,915 mi

Lexington, NE

2005 Cadillac CTS 3.6

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

2005 Cadillac CTS 3.6

Lexington, NE

UnscoredInsufficient · 0
$4,250121,050 mi

Lexington, NE

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Kearney, NE

UnscoredInsufficient · 0
$4,287173,183 mi

Kearney, NE

2010 Ford Taurus SE

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

2010 Ford Taurus SE

Kearney, NE

UnscoredInsufficient · 0
$4,287237,520 mi

Kearney, NE

2006 Chrysler 300 C

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

2006 Chrysler 300 C

Kearney, NE

UnscoredInsufficient · 0
$4,287145,685 mi

Kearney, NE

2006 BMW 3 Series 325i

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

2006 BMW 3 Series 325i

Lexington, NE

UnscoredInsufficient · 0
$4,295204,104 mi

Lexington, NE

2008 Ford Fusion SE

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

2008 Ford Fusion SE

Kearney, NE

UnscoredInsufficient · 0
$4,787164,034 mi

Kearney, NE

2013 Dodge Dart Limited

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

2013 Dodge Dart Limited

Kearney, NE

UnscoredInsufficient · 0
$4,950116,000 mi

Kearney, NE

2010 Mazda MAZDA3 i Touring

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

2010 Mazda MAZDA3 i Touring

Lexington, NE

UnscoredInsufficient · 0
$4,995196,929 mi

Lexington, NE

2008 Chevrolet Impala LT

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

2008 Chevrolet Impala LT

Lexington, NE

UnscoredInsufficient · 0
$4,995173,000 mi

Lexington, NE

2003 Ford Crown Victoria LX

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

2003 Ford Crown Victoria LX

Lexington, NE

UnscoredInsufficient · 0
$4,995157,094 mi

Lexington, NE

2013 Dodge Dart SXT

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

2013 Dodge Dart SXT

Kearney, NE

UnscoredLimited · 5
$5,287115,203 mi

Comparison: 5 similar vehicles

Kearney, NE

2010 Buick Lucerne CXL

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

2010 Buick Lucerne CXL

Kearney, NE

UnscoredInsufficient · 0
$5,287160,076 mi

Kearney, NE

2014 Nissan Altima S

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

2014 Nissan Altima S

Lexington, NE

UnscoredLimited · 7
$5,295217,582 mi

Comparison: 7 similar vehicles

Lexington, NE

2010 Chevrolet Impala LTZ

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

2010 Chevrolet Impala LTZ

Lexington, NE

UnscoredInsufficient · 0
$5,295224,824 mi

Lexington, NE

2008 Chevrolet Impala LT

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

2008 Chevrolet Impala LT

Lexington, NE

UnscoredInsufficient · 0
$5,495166,189 mi

Lexington, NE

2017 Nissan Sentra SV

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

2017 Nissan Sentra SV

Kearney, NE

UnscoredInsufficient · 0
$5,950182,000 mi

Kearney, NE

2004 BMW 5 Series 530i

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

2004 BMW 5 Series 530i

Kearney, NE

UnscoredInsufficient · 0
$5,950171,411 mi

Kearney, NE

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Wood River, NE

UnscoredLimited · 6
$5,995164,286 mi

Comparison: 6 similar vehicles

Wood River, NE

2012 Chevrolet Malibu Fleet

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

2012 Chevrolet Malibu Fleet

Wood River, NE

UnscoredLimited · 6
$5,995173,368 mi

Comparison: 6 similar vehicles

Wood River, NE

2012 Nissan Altima S

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

2012 Nissan Altima S

Lexington, NE

UnscoredLimited · 7
$5,995156,045 mi

Comparison: 7 similar vehicles

Lexington, NE

2009 Toyota Corolla LE

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

2009 Toyota Corolla LE

Lexington, NE

UnscoredLimited · 18
$5,995184,340 mi

Comparison: 18 similar vehicles

Lexington, NE

2009 Toyota Camry Base

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

2009 Toyota Camry Base

Lexington, NE

UnscoredInsufficient · 0
$5,995162,364 mi

Lexington, NE

2003 Mercedes-Benz E-Class E320

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

2003 Mercedes-Benz E-Class E320

Lexington, NE

UnscoredInsufficient · 0
$5,995165,026 mi

Lexington, NE

2007 BMW 3 Series 328xi

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

2007 BMW 3 Series 328xi

Lexington, NE

UnscoredInsufficient · 0
$5,996147,156 mi

Lexington, NE

2007 Toyota Camry XLE

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

2007 Toyota Camry XLE

Lexington, NE

UnscoredInsufficient · 0
$6,250159,365 mi

Lexington, NE

2010 Nissan Altima S

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

2010 Nissan Altima S

Kearney, NE

UnscoredInsufficient · 0
$6,287129,068 mi

Kearney, NE

2008 Buick Lucerne CXL

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

2008 Buick Lucerne CXL

Kearney, NE

UnscoredLimited · 6
$6,290167,680 mi

Comparison: 6 similar vehicles

Kearney, NE

2010 Toyota Camry Base

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

2010 Toyota Camry Base

Lexington, NE

UnscoredInsufficient · 0
$6,295211,774 mi

Lexington, NE

2013 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

Holdrege, NE

UnscoredInsufficient · 0
$6,329160,162 mi

Holdrege, NE

2013 Chevrolet Impala 2FL

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

2013 Chevrolet Impala 2FL

Lexington, NE

UnscoredLimited · 5
$6,495225,215 mi

Comparison: 5 similar vehicles

Lexington, NE

2009 Mazda MAZDA6 i Touring

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

2009 Mazda MAZDA6 i Touring

Lexington, NE

UnscoredInsufficient · 0
$6,495197,053 mi

Lexington, NE

2012 Kia Forte LX

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

2012 Kia Forte LX

Kearney, NE

UnscoredInsufficient · 0
$6,787134,246 mi

Kearney, NE

2010 Mazda MAZDA3 s Sport

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

2010 Mazda MAZDA3 s Sport

Lexington, NE

UnscoredInsufficient · 0
$6,795137,477 mi

Lexington, NE

2016 Chevrolet Malibu 1LS

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

2016 Chevrolet Malibu 1LS

Kearney, NE

UnscoredInsufficient · 0
$6,950194,915 mi

Kearney, NE

2016 Ford Focus SE

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

2016 Ford Focus SE

Lexington, NE

UnscoredLimited · 8
$6,99588,796 mi

Comparison: 8 similar vehicles

Lexington, NE

2014 Ford Focus SE

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

2014 Ford Focus SE

Lexington, NE

UnscoredLimited · 19
$6,995161,019 mi

Comparison: 19 similar vehicles

Lexington, NE

2014 Chevrolet Impala 2FL

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

2014 Chevrolet Impala 2FL

Lexington, NE

UnscoredInsufficient · 3
$6,995221,138 mi

Comparison: 3 similar vehicles

Lexington, NE

2013 Nissan Versa Sedan S

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

2013 Nissan Versa Sedan S

Lexington, NE

UnscoredInsufficient · 0
$6,995121,832 mi

Lexington, NE

2012 Chevrolet Malibu Fleet

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

2012 Chevrolet Malibu Fleet

Lexington, NE

UnscoredLimited · 7
$6,995166,959 mi

Comparison: 7 similar vehicles

Lexington, NE

2012 Nissan Altima S

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

2012 Nissan Altima S

Lexington, NE

UnscoredLimited · 7
$6,995145,815 mi

Comparison: 7 similar vehicles

Lexington, NE

2012 Toyota Corolla L

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

2012 Toyota Corolla L

Lexington, NE

UnscoredInsufficient · 0
$6,995187,998 mi

Lexington, 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 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, and exports.
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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