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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

2,358 listings found

2013 Chrysler 200 Limited

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

2013 Chrysler 200 Limited

Owensboro, KY

Salvage title
$1,995194,152 mi

Owensboro, KY

2005 Nissan Sentra 1.8 S

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

2005 Nissan Sentra 1.8 S

Evansville, IN

UnscoredLimited · 6
$1,995410,000 mi

Comparison: 6 similar vehicles

Evansville, IN

2002 Mercury Sable GS

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

2002 Mercury Sable GS

Newburgh, IN

UnscoredInsufficient · 0
$1,999111,638 mi

Newburgh, IN

2017 Nissan Sentra SV

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

2017 Nissan Sentra SV

Evansville, IN

UnscoredLimited · 19
$2,850160,676 mi

Comparison: 19 similar vehicles

Evansville, IN

2012 Nissan Sentra S

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

2012 Nissan Sentra S

Evansville, IN

UnscoredInsufficient · 4
$2,900200,288 mi

Comparison: 4 similar vehicles

Evansville, IN

2011 Chevrolet Impala LT

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

2011 Chevrolet Impala LT

Evansville, IN

UnscoredLimited · 6
$2,900185,801 mi

Comparison: 6 similar vehicles

Evansville, IN

2011 Ford Fusion SEL

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

2011 Ford Fusion SEL

Evansville, IN

UnscoredLimited · 8
$2,900215,683 mi

Comparison: 8 similar vehicles

Evansville, IN

2007 Nissan Maxima SE

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

2007 Nissan Maxima SE

Mount Vernon, IN

UnscoredInsufficient · 0
$2,900247,537 mi

Mount Vernon, IN

2007 Chrysler 300 C

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

2007 Chrysler 300 C

Vincennes, IN

UnscoredInsufficient · 3
$2,922165,498 mi

Comparison: 3 similar vehicles

Vincennes, IN

2014 Mitsubishi Lancer ES

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

2014 Mitsubishi Lancer ES

Evansville, IN

UnscoredInsufficient · 3
$2,995218,661 mi

Comparison: 3 similar vehicles

Evansville, IN

2008 Chevrolet Malibu LT

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

2008 Chevrolet Malibu LT

Evansville, IN

UnscoredInsufficient · 4
$2,995192,427 mi

Comparison: 4 similar vehicles

Evansville, IN

1997 Honda Accord SPECIAL EDITION

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

1997 Honda Accord SPECIAL EDITION

Owensboro, KY

UnscoredInsufficient · 0
$2,995287,495 mi

Owensboro, KY

2013 Dodge Avenger SE

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

2013 Dodge Avenger SE

Hartford, KY

UnscoredInsufficient · 3
$2,999227,179 mi

Comparison: 3 similar vehicles

Hartford, KY

2005 Buick LeSabre Custom

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

2005 Buick LeSabre Custom

Hartford, KY

UnscoredInsufficient · 3
$2,999160,924 mi

Comparison: 3 similar vehicles

Hartford, KY

2014 Nissan Sentra SV

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

2014 Nissan Sentra SV

Madisonville, KY

UnscoredLimited · 8
$3,000185,000 mi

Comparison: 8 similar vehicles

Madisonville, KY

2009 Mitsubishi Galant ES

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

2009 Mitsubishi Galant ES

Boonville, IN

UnscoredInsufficient · 0
$3,189226,004 mi

Boonville, IN

2007 Mazda MAZDA3 i

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

2007 Mazda MAZDA3 i

Madisonville, KY

Salvage title
$3,200153,839 mi

Madisonville, KY

2004 Cadillac CTS Base

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

2004 Cadillac CTS Base

Henderson, KY

UnscoredInsufficient · 0
$3,500191,236 mi

Henderson, KY

2018 Chevrolet Sonic LS

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

2018 Chevrolet Sonic LS

Madisonville, KY

UnscoredInsufficient · 3
$3,786195,402 mi

Comparison: 3 similar vehicles

Madisonville, KY

2017 Chevrolet Malibu 1LS

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

2017 Chevrolet Malibu 1LS

Evansville, IN

UnscoredModerate · 38
$3,800160,997 mi

Comparison: 38 similar vehicles

Evansville, IN

2017 Ford Fusion S

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

2017 Ford Fusion S

Evansville, IN

UnscoredInsufficient · 4
$3,800261,874 mi

Comparison: 4 similar vehicles

Evansville, IN

2013 Ford Focus SE

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

2013 Ford Focus SE

Evansville, IN

UnscoredRobust · 51
$3,800120,837 mi

Comparison: 51 similar vehicles

Evansville, IN

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Mount Vernon, IN

UnscoredModerate · 23
$3,900172,698 mi

Comparison: 23 similar vehicles

Mount Vernon, IN

2006 Pontiac G6 Base

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

2006 Pontiac G6 Base

Mount Vernon, IN

UnscoredInsufficient · 0
$3,900214,505 mi

Mount Vernon, IN

2014 Chevrolet Impala 2FL

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

2014 Chevrolet Impala 2FL

Princeton, IN

UnscoredModerate · 22
$3,950162,706 mi

Comparison: 22 similar vehicles

Princeton, IN

2008 Chevrolet Malibu LT

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

2008 Chevrolet Malibu LT

Owensboro, KY

UnscoredInsufficient · 4
$3,950159,830 mi

Comparison: 4 similar vehicles

Owensboro, KY

2008 Honda Civic LX

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

2008 Honda Civic LX

Princeton, IN

UnscoredLimited · 10
$3,990203,141 mi

Comparison: 10 similar vehicles

Princeton, IN

2014 Toyota Camry SE

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

2014 Toyota Camry SE

Owensboro, KY

UnscoredInsufficient · 3
$3,995256,316 mi

Comparison: 3 similar vehicles

Owensboro, KY

2014 Mitsubishi Lancer ES

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

2014 Mitsubishi Lancer ES

Evansville, IN

UnscoredInsufficient · 3
$3,995174,659 mi

Comparison: 3 similar vehicles

Evansville, IN

2011 Chevrolet Malibu 1LT

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

2011 Chevrolet Malibu 1LT

Owensboro, KY

UnscoredLimited · 19
$3,995153,936 mi

Comparison: 19 similar vehicles

Owensboro, KY

2008 Chevrolet Cobalt LT

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

2008 Chevrolet Cobalt LT

Owensboro, KY

Fair PriceModerate · 27
$3,995105,730 mi

Market: $3,595 – $5,282

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Owensboro, KY

2008 Subaru Impreza 2.5i

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

2008 Subaru Impreza 2.5i

Evansville, IN

UnscoredInsufficient · 0
$3,995148,334 mi

Evansville, IN

2003 Honda Accord LX

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

2003 Honda Accord LX

Owensboro, KY

UnscoredInsufficient · 3
$3,995204,070 mi

Comparison: 3 similar vehicles

Owensboro, KY

2014 Ford Taurus Limited

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

2014 Ford Taurus Limited

Mount Vernon, IN

UnscoredLimited · 13
$4,000280,143 mi

Comparison: 13 similar vehicles

Mount Vernon, IN

2006 Nissan Sentra SE-R

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

2006 Nissan Sentra SE-R

Madisonville, KY

UnscoredInsufficient · 0
$4,000176,199 mi

Madisonville, KY

2007 Acura TL Base

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

2007 Acura TL Base

Madisonville, KY

UnscoredInsufficient · 0
$4,093285,155 mi

Madisonville, KY

2010 Saab 9-3 1SA

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

2010 Saab 9-3 1SA

Evansville, IN

UnscoredInsufficient · 0
$4,254177,830 mi

Evansville, IN

2007 Toyota Avalon XL

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

2007 Toyota Avalon XL

Princeton, IN

UnscoredLimited · 5
$4,295144,717 mi

Comparison: 5 similar vehicles

Princeton, IN

2012 Dodge Avenger SXT

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

2012 Dodge Avenger SXT

Mount Vernon, IN

UnscoredInsufficient · 3
$4,300184,912 mi

Comparison: 3 similar vehicles

Mount Vernon, IN

2005 Lincoln Town Car Signature

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

2005 Lincoln Town Car Signature

Madisonville, KY

UnscoredInsufficient · 0
$4,337256,646 mi

Madisonville, KY

2017 Chevrolet Malibu 1LT

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

2017 Chevrolet Malibu 1LT

Evansville, IN

UnscoredRobust · 127
$4,500176,118 mi

Comparison: 127 similar vehicles

Evansville, IN

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Madisonville, KY

UnscoredLimited · 19
$4,500221,417 mi

Comparison: 19 similar vehicles

Madisonville, KY

2020 Mitsubishi Mirage G4 LE

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

2020 Mitsubishi Mirage G4 LE

Evansville, IN

UnscoredInsufficient · 0
$4,800115,236 mi

Evansville, IN

2011 Ford Taurus Limited

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

2011 Ford Taurus Limited

Evansville, IN

UnscoredInsufficient · 4
$4,800204,393 mi

Comparison: 4 similar vehicles

Evansville, IN

2010 Chrysler Sebring Limited

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

2010 Chrysler Sebring Limited

Princeton, IN

UnscoredInsufficient · 3
$4,800148,223 mi

Comparison: 3 similar vehicles

Princeton, IN

2008 Mazda MAZDA6 i Sport

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

2008 Mazda MAZDA6 i Sport

Mount Vernon, IN

UnscoredInsufficient · 0
$4,800175,237 mi

Mount Vernon, IN

2012 Hyundai Genesis 3.8

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

2012 Hyundai Genesis 3.8

Madisonville, KY

UnscoredInsufficient · 3
$4,872170,789 mi

Comparison: 3 similar vehicles

Madisonville, KY

2014 Ford Focus Titanium

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

2014 Ford Focus Titanium

Princeton, IN

Fair PriceLimited · 19
$4,895117,183 mi

Market: $4,255 – $11,998

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 188 days listed (based on current market benchmarks)

Princeton, IN

2011 Nissan Altima S

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

2011 Nissan Altima S

Mount Vernon, IN

UnscoredModerate · 20
$4,900257,311 mi

Comparison: 20 similar vehicles

Mount Vernon, IN

2010 Chevrolet Malibu 2LT

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

2010 Chevrolet Malibu 2LT

Mount Vernon, IN

UnscoredInsufficient · 3
$4,900156,830 mi

Comparison: 3 similar vehicles

Mount Vernon, IN

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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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