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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 · November 13, 2026

7.2M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

50,000+ listings found(add a location or filter to narrow results)

2012 Dodge Journey SXT

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

2012 Dodge Journey SXT

Florence, KY

UnscoredInsufficient · 4
$1,198230,989 mi

Comparison: 4 similar vehicles

Florence, KY

2010 Ford Fusion SE

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

2010 Ford Fusion SE

Hamilton, OH

UnscoredInsufficient · 3
$1,200123,100 mi

Comparison: 3 similar vehicles

Hamilton, OH

2010 Kia Forte EX

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

2010 Kia Forte EX

Hamilton, OH

Unscored
$1,200Mileage not verified

Comparison: 13 similar vehicles

Hamilton, OH

2008 Chrysler Town & Country Touring

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

2008 Chrysler Town & Country Touring

Hamilton, OH

Unscored
$1,20069,455 mi

Comparison: 14 similar vehicles

Hamilton, OH

2006 Nissan Maxima SE

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

2006 Nissan Maxima SE

Sparta, KY

UnscoredInsufficient · 0
$1,450124,892 mi

Sparta, KY

2012 Jeep Grand Cherokee Laredo

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

2012 Jeep Grand Cherokee Laredo

Hamilton, OH

Unscored
$1,500112,226 mi

Comparison: 6 similar vehicles

Hamilton, OH

2012 Nissan Altima S

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

2012 Nissan Altima S

Cincinnati, OH

Unscored
$1,500Mileage not verified

Comparison: 9 similar vehicles

Cincinnati, OH

2005 Ford Focus ZX4 S

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

2005 Ford Focus ZX4 S

New Richmond, OH

UnscoredInsufficient · 0
$1,50094,258 mi

New Richmond, OH

2006 Chevrolet Uplander LS

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

2006 Chevrolet Uplander LS

Georgetown, KY

UnscoredInsufficient · 3
$1,700110,146 mi

Comparison: 3 similar vehicles

Georgetown, KY

2008 Ford Focus SE

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

2008 Ford Focus SE

Milan, IN

Unscored
$1,738317,049 mi

Comparison: 7 similar vehicles

Milan, IN

2001 Jaguar S-Type V6

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

2001 Jaguar S-Type V6

Sparta, KY

UnscoredInsufficient · 0
$1,750Mileage not verified

Sparta, KY

2009 Toyota Camry XLE

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

2009 Toyota Camry XLE

Cincinnati, OH

Unscored
$1,775236,268 mi

Comparison: 5 similar vehicles

Cincinnati, OH

No Photo

2012 Honda Civic EX

Cincinnati, OH

Unscored
$1,799197,033 mi

Comparison: 6 similar vehicles

Cincinnati, OH

2008 Mitsubishi Galant ES

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

2008 Mitsubishi Galant ES

Cincinnati, OH

UnscoredInsufficient · 3
$1,895229,808 mi

Comparison: 3 similar vehicles

Cincinnati, OH

No Photo

2011 Toyota Camry LE

Cincinnati, OH

Unscored
$1,899188,532 mi

Comparison: 17 similar vehicles

Cincinnati, OH

2013 Ford Taurus SEL

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

2013 Ford Taurus SEL

Hanover, IN

Unscored
$1,900182,135 mi

Comparison: 23 similar vehicles

Hanover, IN

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Hamilton, OH

Unscored
$1,900158,963 mi

Comparison: 8 similar vehicles

Hamilton, OH

2012 Nissan LEAF SL

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

2012 Nissan LEAF SL

Hanover, IN

UnscoredInsufficient · 0
$1,90069,650 mi

Hanover, IN

2010 Chevrolet Cobalt LT

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

2010 Chevrolet Cobalt LT

Cincinnati, OH

UnscoredInsufficient · 4
$1,900348,291 mi

Comparison: 4 similar vehicles

Cincinnati, OH

2009 Jeep Patriot Limited

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

2009 Jeep Patriot Limited

Hamilton, OH

UnscoredInsufficient · 0
$1,900115,339 mi

Hamilton, OH

No Photo

2009 Scion xB Base

Cincinnati, OH

Unscored
$1,900196,921 mi

Comparison: 7 similar vehicles

Cincinnati, OH

2002 Mercury Sable LS

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

2002 Mercury Sable LS

Hanover, IN

UnscoredInsufficient · 0
$1,900145,969 mi

Hanover, IN

2003 BMW 3 Series 325

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

2003 BMW 3 Series 325

West Chester, OH

UnscoredInsufficient · 0
$1,938271,443 mi

West Chester, OH

2013 Kia Soul Base

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

2013 Kia Soul Base

Amelia, OH

Unscored
$1,950235,536 mi

Comparison: 8 similar vehicles

Amelia, OH

2012 Hyundai Accent SE

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

2012 Hyundai Accent SE

Amelia, OH

UnscoredInsufficient · 3
$1,950150,357 mi

Comparison: 3 similar vehicles

Amelia, OH

2009 Hyundai Elantra Touring

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

2009 Hyundai Elantra Touring

Hamilton, OH

UnscoredInsufficient · 0
$1,950183,497 mi

Hamilton, OH

2004 Chrysler Sebring LIMITED

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

2004 Chrysler Sebring LIMITED

Cincinnati, OH

UnscoredInsufficient · 3
$1,97794,870 mi

Comparison: 3 similar vehicles

Cincinnati, OH

2000 Lexus ES 300

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

2000 Lexus ES 300

Cincinnati, OH

UnscoredInsufficient · 3
$1,977245,702 mi

Comparison: 3 similar vehicles

Cincinnati, OH

2014 Kia Rio LX

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

2014 Kia Rio LX

Cincinnati, OH

Salvage title
$1,990168,295 mi

Cincinnati, OH

2011 Jeep Liberty Sport

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

2011 Jeep Liberty Sport

Cincinnati, OH

Unscored
$1,992192,967 mi

Comparison: 20 similar vehicles

Cincinnati, OH

2013 Ford Escape SE

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

2013 Ford Escape SE

Georgetown, OH

Unscored
$1,995148,598 mi

Comparison: 70 similar vehicles

Georgetown, OH

2009 Mitsubishi Galant ES

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

2009 Mitsubishi Galant ES

Hamilton, OH

UnscoredInsufficient · 0
$1,995218,560 mi

Hamilton, OH

No Photo

2008 Pontiac G6 1SV

Fairfield, OH

Unscored
$1,995Mileage not verified

Comparison: 5 similar vehicles

Fairfield, OH

2009 Honda Odyssey EX-L

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

2009 Honda Odyssey EX-L

Florence, KY

Unscored
$1,998249,604 mi

Comparison: 6 similar vehicles

Florence, KY

2012 Honda Civic LX

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

2012 Honda Civic LX

Cincinnati, OH

Unscored
$1,999221,732 mi

Comparison: 17 similar vehicles

Cincinnati, OH

2009 Honda Accord EX-L

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

2009 Honda Accord EX-L

Cincinnati, OH

Unscored
$1,999116,560 mi

Comparison: 11 similar vehicles

Cincinnati, OH

2008 Jeep Grand Cherokee Laredo

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

2008 Jeep Grand Cherokee Laredo

Maysville, KY

Unscored
$1,999219,137 mi

Comparison: 9 similar vehicles

Maysville, KY

2010 Jeep Liberty Limited

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

2010 Jeep Liberty Limited

Cincinnati, OH

UnscoredInsufficient · 3
$2,000142,707 mi

Comparison: 3 similar vehicles

Cincinnati, OH

2013 Chevrolet Cruze LS

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

2013 Chevrolet Cruze LS

Milford, OH

UnscoredInsufficient · 3
$2,014178,405 mi

Comparison: 3 similar vehicles

Milford, OH

2006 Honda Pilot LX

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

2006 Honda Pilot LX

Florence, KY

UnscoredInsufficient · 0
$2,098234,082 mi

Florence, KY

2012 INFINITI G Sedan 25x

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

2012 INFINITI G Sedan 25x

Lexington, KY

Unscored
$2,100163,499 mi

Comparison: 7 similar vehicles

Lexington, KY

2007 Ford Expedition Eddie Bauer

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

2007 Ford Expedition Eddie Bauer

Lexington, KY

UnscoredInsufficient · 0
$2,100193,610 mi

Lexington, KY

2008 Chrysler Sebring Limited

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

2008 Chrysler Sebring Limited

Milan, IN

UnscoredInsufficient · 0
$2,139188,752 mi

Milan, IN

2016 Hyundai Elantra SE

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

2016 Hyundai Elantra SE

Amelia, OH

Unscored
$2,150178,880 mi

Comparison: 7 similar vehicles

Amelia, OH

2011 Honda CR-Z EX

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

2011 Honda CR-Z EX

Amelia, OH

UnscoredInsufficient · 0
$2,150121,397 mi

Amelia, OH

No Photo

2011 Chevrolet Impala LTZ

Cincinnati, OH

UnscoredInsufficient · 0
$2,200320,389 mi

Cincinnati, OH

2005 Chevrolet TrailBlazer LS

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

2005 Chevrolet TrailBlazer LS

West Chester, OH

Unscored
$2,200241,223 mi

Comparison: 6 similar vehicles

West Chester, OH

2001 Buick Century Custom

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

2001 Buick Century Custom

Fairfield, OH

UnscoredInsufficient · 0
$2,200179,852 mi

Fairfield, OH

2012 Hyundai Elantra Limited

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

2012 Hyundai Elantra Limited

Sparta, KY

UnscoredInsufficient · 3
$2,250143,886 mi

Comparison: 3 similar vehicles

Sparta, KY

2005 Chrysler PT Cruiser Base

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

2005 Chrysler PT Cruiser Base

Cincinnati, OH

UnscoredInsufficient · 0
$2,277150,920 mi

Cincinnati, OH

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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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.
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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