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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 5, 2026

6.8M+

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

1,109 listings found

2012 Jeep Liberty Jet Edition

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

2012 Jeep Liberty Jet Edition

Mount Sterling, KY

Unscored
$3,694132,000 mi

Comparison: 5 similar vehicles

Mount Sterling, KY

2011 Dodge Caliber Mainstreet

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

2011 Dodge Caliber Mainstreet

Mount Sterling, KY

UnscoredInsufficient · 3
$3,753143,319 mi

Comparison: 3 similar vehicles

Mount Sterling, KY

2007 Ford Mustang Deluxe

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

2007 Ford Mustang Deluxe

Mount Sterling, KY

UnscoredInsufficient · 4
$3,995197,053 mi

Comparison: 4 similar vehicles

Mount Sterling, KY

2005 Chevrolet Equinox LS

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

2005 Chevrolet Equinox LS

Mount Sterling, KY

UnscoredInsufficient · 0
$3,995252,681 mi

Mount Sterling, KY

2000 Ford F-150 WORK SERIES

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

2000 Ford F-150 WORK SERIES

Mount Sterling, KY

UnscoredInsufficient · 0
$3,995204,276 mi

Mount Sterling, KY

2017 Ford Escape SE

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

2017 Ford Escape SE

Mount Sterling, KY

Unscored
$4,000197,172 mi

Comparison: 15 similar vehicles

Mount Sterling, KY

2005 GMC Sierra 1500 SLE

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

2005 GMC Sierra 1500 SLE

Mount Sterling, KY

UnscoredInsufficient · 3
$4,255232,092 mi

Comparison: 3 similar vehicles

Mount Sterling, KY

2004 Nissan Maxima SE

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

2004 Nissan Maxima SE

Mount Sterling, KY

UnscoredInsufficient · 0
$4,295146,655 mi

Mount Sterling, KY

2008 GMC Sierra 1500 Denali

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

2008 GMC Sierra 1500 Denali

Mount Sterling, KY

UnscoredInsufficient · 0
$4,899170,416 mi

Mount Sterling, KY

2011 Chevrolet Malibu 1LT

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

2011 Chevrolet Malibu 1LT

Mount Sterling, KY

Unscored
$4,995220,000 mi

Comparison: 18 similar vehicles

Mount Sterling, KY

2011 Kia Sorento LX

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

2011 Kia Sorento LX

Mount Sterling, KY

Unscored
$4,995200,849 mi

Comparison: 33 similar vehicles

Mount Sterling, KY

2007 Jeep Compass Sport

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

2007 Jeep Compass Sport

Mount Sterling, KY

UnscoredInsufficient · 3
$4,995227,308 mi

Comparison: 3 similar vehicles

Mount Sterling, KY

2007 Chevrolet Impala LS

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

2007 Chevrolet Impala LS

Mount Sterling, KY

Unscored
$4,995315,286 mi

Comparison: 12 similar vehicles

Mount Sterling, KY

2005 Dodge Dakota SLT

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

2005 Dodge Dakota SLT

Mount Sterling, KY

Unscored
$4,995289,680 mi

Comparison: 7 similar vehicles

Mount Sterling, KY

2000 Ford Econoline Van

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

2000 Ford Econoline Van

Mount Sterling, KY

UnscoredInsufficient · 0
$4,995263,369 mi

Mount Sterling, KY

2013 Chevrolet Cruze 2LT

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

2013 Chevrolet Cruze 2LT

Mount Sterling, KY

Unscored
$5,495258,286 mi

Comparison: 11 similar vehicles

Mount Sterling, KY

2013 GMC Terrain SLE-1

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

2013 GMC Terrain SLE-1

Mount Sterling, KY

Unscored
$5,495141,000 mi

Comparison: 21 similar vehicles

Mount Sterling, KY

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Mount Sterling, KY

UnscoredInsufficient · 4
$5,720140,178 mi

Comparison: 4 similar vehicles

Mount Sterling, KY

2014 Ford Focus SE

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

2014 Ford Focus SE

Mount Sterling, KY

Unscored
$5,995208,843 mi

Comparison: 6 similar vehicles

Mount Sterling, KY

2014 Buick Encore Premium

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

2014 Buick Encore Premium

Mount Sterling, KY

Unscored
$5,995184,826 mi

Comparison: 5 similar vehicles

Mount Sterling, KY

2011 Chevrolet Malibu 1LT

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

2011 Chevrolet Malibu 1LT

Mount Sterling, KY

Unscored
$5,995147,575 mi

Comparison: 18 similar vehicles

Mount Sterling, KY

2008 Honda CR-V EX

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

2008 Honda CR-V EX

Mount Sterling, KY

Unscored
$5,995231,940 mi

Comparison: 29 similar vehicles

Mount Sterling, KY

2000 Toyota Sienna LE

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

2000 Toyota Sienna LE

Mount Sterling, KY

UnscoredInsufficient · 0
$5,995146,306 mi

Mount Sterling, KY

2006 Lexus RX 400h

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

2006 Lexus RX 400h

Mount Sterling, KY

UnscoredInsufficient · 0
$5,998214,073 mi

Mount Sterling, KY

2017 Chevrolet Traverse LS

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

2017 Chevrolet Traverse LS

Mount Sterling, KY

Unscored
$5,999209,758 mi

Comparison: 37 similar vehicles

Mount Sterling, KY

2012 Chevrolet Equinox LS

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

2012 Chevrolet Equinox LS

Mount Sterling, KY

Unscored
$6,000214,000 mi

Comparison: 11 similar vehicles

Mount Sterling, KY

2012 Chevrolet Sonic 2LT

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

2012 Chevrolet Sonic 2LT

Mount Sterling, KY

Fair PriceModerate · 27
$6,295Mileage not verified

Market: $3,995 – $7,248

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 298 days listed (based on current market benchmarks)

Mount Sterling, KY

2010 Chevrolet Equinox LS

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

2010 Chevrolet Equinox LS

Mount Sterling, KY

Unscored
$6,495178,626 mi

Comparison: 22 similar vehicles

Mount Sterling, KY

2003 Chevrolet S-10

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

2003 Chevrolet S-10

Mount Sterling, KY

UnscoredInsufficient · 0
$6,495152,462 mi

Mount Sterling, KY

2010 Chrysler Town & Country Touring Plus

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

2010 Chrysler Town & Country Touring Plus

Mount Sterling, KY

UnscoredInsufficient · 3
$6,499194,403 mi

Comparison: 3 similar vehicles

Mount Sterling, KY

2016 Chevrolet Cruze Limited LTZ

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

2016 Chevrolet Cruze Limited LTZ

Mount Sterling, KY

Unscored
$6,579168,508 mi

Comparison: 12 similar vehicles

Mount Sterling, KY

2017 Ford Escape SE

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

2017 Ford Escape SE

Mount Sterling, KY

Unscored
$6,694139,067 mi

Comparison: 15 similar vehicles

Mount Sterling, KY

2017 Ford Escape SE

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

2017 Ford Escape SE

Mount Sterling, KY

Unscored
$6,900137,000 mi

Comparison: 18 similar vehicles

Mount Sterling, KY

2012 Dodge Grand Caravan SE

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

2012 Dodge Grand Caravan SE

Mount Sterling, KY

Unscored
$6,900128,836 mi

Comparison: 9 similar vehicles

Mount Sterling, KY

2016 Chevrolet Spark LS

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

2016 Chevrolet Spark LS

Mount Sterling, KY

Unscored
$6,995102,194 mi

Comparison: 8 similar vehicles

Mount Sterling, KY

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

Mount Sterling, KY

UnscoredInsufficient · 4
$6,995209,536 mi

Comparison: 4 similar vehicles

Mount Sterling, KY

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Mount Sterling, KY

Unscored
$6,995125,811 mi

Comparison: 14 similar vehicles

Mount Sterling, KY

2014 Dodge Grand Caravan SE

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

2014 Dodge Grand Caravan SE

Mount Sterling, KY

Unscored
$6,995172,556 mi

Comparison: 24 similar vehicles

Mount Sterling, KY

2014 Chevrolet Impala 2FL

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

2014 Chevrolet Impala 2FL

Mount Sterling, KY

Unscored
$6,995177,790 mi

Comparison: 15 similar vehicles

Mount Sterling, KY

2011 Honda CR-V EX-L

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

2011 Honda CR-V EX-L

Mount Sterling, KY

Unscored
$6,995216,930 mi

Comparison: 26 similar vehicles

Mount Sterling, KY

2010 Ford Explorer Sport Trac Limited

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

2010 Ford Explorer Sport Trac Limited

Mount Sterling, KY

Unscored
$6,995165,616 mi

Comparison: 12 similar vehicles

Mount Sterling, KY

2010 Chevrolet Impala LT

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

2010 Chevrolet Impala LT

Mount Sterling, KY

Unscored
$6,995141,628 mi

Comparison: 12 similar vehicles

Mount Sterling, KY

2010 Honda Odyssey LX

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

2010 Honda Odyssey LX

Mount Sterling, KY

UnscoredInsufficient · 0
$6,995161,825 mi

Mount Sterling, KY

2010 Honda CR-V LX

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

2010 Honda CR-V LX

Mount Sterling, KY

Unscored
$6,995225,171 mi

Comparison: 42 similar vehicles

Mount Sterling, KY

2009 Toyota Camry Base

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

2009 Toyota Camry Base

Mount Sterling, KY

Unscored
$6,995Mileage not verified

Comparison: 7 similar vehicles

Mount Sterling, KY

2009 Toyota RAV4 Base

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

2009 Toyota RAV4 Base

Mount Sterling, KY

Unscored
$6,995187,899 mi

Comparison: 19 similar vehicles

Mount Sterling, KY

2013 Honda Civic LX

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

2013 Honda Civic LX

Mount Sterling, KY

Unscored
$7,038182,387 mi

Comparison: 60 similar vehicles

Mount Sterling, KY

2013 Ford F-150 STX

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

2013 Ford F-150 STX

Mount Sterling, KY

Unscored
$7,038152,965 mi

Comparison: 50 similar vehicles

Mount Sterling, KY

2006 Honda Accord 3.0 EX

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

2006 Honda Accord 3.0 EX

Mount Sterling, KY

Unscored
$7,038205,220 mi

Comparison: 5 similar vehicles

Mount Sterling, KY

2011 Kia Sorento EX

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

2011 Kia Sorento EX

Mount Sterling, KY

Unscored
$7,495168,076 mi

Comparison: 6 similar vehicles

Mount Sterling, KY

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 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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