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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 11, 2026

7.3M+

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

323 listings found

2006 Chevrolet Colorado LT

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

2006 Chevrolet Colorado LT

Lawrenceburg, TN

UnscoredInsufficient · 0
$2,500Mileage not verified

Lawrenceburg, TN

2016 Chrysler 200 Limited

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

2016 Chrysler 200 Limited

Lawrenceburg, TN

Unscored
$2,900306,744 mi

Comparison: 31 similar vehicles

Lawrenceburg, TN

2003 Volvo S60 2.4T

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

2003 Volvo S60 2.4T

Lawrenceburg, TN

UnscoredInsufficient · 0
$2,995153,201 mi

Lawrenceburg, TN

2017 Jeep Cherokee Sport Altitude

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

2017 Jeep Cherokee Sport Altitude

Lawrenceburg, TN

Unscored
$3,990179,935 mi

Comparison: 5 similar vehicles

Lawrenceburg, TN

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

Lawrenceburg, TN

UnscoredInsufficient · 4
$3,995200,580 mi

Comparison: 4 similar vehicles

Lawrenceburg, TN

2017 Chevrolet Traverse 1LT

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

2017 Chevrolet Traverse 1LT

Lawrenceburg, TN

Unscored
$4,750204,734 mi

Comparison: 39 similar vehicles

Lawrenceburg, TN

2014 Nissan JUKE S

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

2014 Nissan JUKE S

Lawrenceburg, TN

Unscored
$4,990165,231 mi

Comparison: 6 similar vehicles

Lawrenceburg, TN

2012 Land Rover Range Rover HSE

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

2012 Land Rover Range Rover HSE

Lawrenceburg, TN

Unscored
$4,990120,102 mi

Comparison: 8 similar vehicles

Lawrenceburg, TN

2008 Ford F-150 XL

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

2008 Ford F-150 XL

Lawrenceburg, TN

Unscored
$4,995276,243 mi

Comparison: 18 similar vehicles

Lawrenceburg, TN

2011 Chevrolet HHR LT

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

2011 Chevrolet HHR LT

Lawrenceburg, TN

UnscoredInsufficient · 3
$5,250154,390 mi

Comparison: 3 similar vehicles

Lawrenceburg, TN

2016 Ford Fusion Hybrid SE

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

2016 Ford Fusion Hybrid SE

Lawrenceburg, TN

Unscored
$5,990183,701 mi

Comparison: 9 similar vehicles

Lawrenceburg, TN

2015 Chevrolet Cruze 2LT

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

2015 Chevrolet Cruze 2LT

Lawrenceburg, TN

Unscored
$5,999128,005 mi

Comparison: 17 similar vehicles

Lawrenceburg, TN

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Lawrenceburg, TN

UnscoredInsufficient · 4
$6,495152,315 mi

Comparison: 4 similar vehicles

Lawrenceburg, TN

2017 Volkswagen Tiguan S

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

2017 Volkswagen Tiguan S

Lawrenceburg, TN

Unscored
$6,785154,629 mi

Comparison: 6 similar vehicles

Lawrenceburg, TN

2019 Chevrolet Sonic 1FL

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

2019 Chevrolet Sonic 1FL

Lawrenceburg, TN

UnscoredInsufficient · 4
$6,800134,303 mi

Comparison: 4 similar vehicles

Lawrenceburg, TN

2010 Ford Explorer XLT

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

2010 Ford Explorer XLT

Lawrenceburg, TN

UnscoredInsufficient · 0
$6,900143,613 mi

Lawrenceburg, TN

2012 Chevrolet Volt Base

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

2012 Chevrolet Volt Base

Lawrenceburg, TN

UnscoredInsufficient · 0
$6,990153,951 mi

Lawrenceburg, TN

2004 Dodge Durango ST

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

2004 Dodge Durango ST

Lawrenceburg, TN

UnscoredInsufficient · 0
$6,99088,101 mi

Lawrenceburg, TN

2016 Jeep Cherokee 75th Anniversary

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

2016 Jeep Cherokee 75th Anniversary

Lawrenceburg, TN

Unscored
$6,995159,795 mi

Comparison: 6 similar vehicles

Lawrenceburg, TN

2014 Nissan Armada SL

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

2014 Nissan Armada SL

Lawrenceburg, TN

UnscoredInsufficient · 0
$6,995238,124 mi

Lawrenceburg, TN

2014 Hyundai Elantra SE

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

2014 Hyundai Elantra SE

Lawrenceburg, TN

Unscored
$6,995152,542 mi

Comparison: 27 similar vehicles

Lawrenceburg, TN

2013 Volkswagen Passat SEL

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

2013 Volkswagen Passat SEL

Lawrenceburg, TN

UnscoredInsufficient · 0
$6,995121,566 mi

Lawrenceburg, TN

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Lawrenceburg, TN

Unscored
$6,995173,681 mi

Comparison: 59 similar vehicles

Lawrenceburg, TN

2013 Mercedes-Benz GLK-Class GLK350

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

2013 Mercedes-Benz GLK-Class GLK350

Lawrenceburg, TN

Unscored
$6,995178,195 mi

Comparison: 7 similar vehicles

Lawrenceburg, TN

2005 Ford F-150 STX

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

2005 Ford F-150 STX

Lawrenceburg, TN

Unscored
$6,995122,439 mi

Comparison: 11 similar vehicles

Lawrenceburg, TN

2014 BMW 3 Series 320i

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

2014 BMW 3 Series 320i

Lawrenceburg, TN

Unscored
$7,45086,824 mi

Comparison: 5 similar vehicles

Lawrenceburg, TN

2004 Lexus RX 330

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

2004 Lexus RX 330

Lawrenceburg, TN

Unscored
$7,490150,175 mi

Comparison: 14 similar vehicles

Lawrenceburg, TN

2017 Kia Sorento LX

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

2017 Kia Sorento LX

Lawrenceburg, TN

Unscored
$7,500160,467 mi

Comparison: 34 similar vehicles

Lawrenceburg, TN

2015 Jeep Wrangler Unlimited Sport

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

2015 Jeep Wrangler Unlimited Sport

Lawrenceburg, TN

Unscored
$7,990176,948 mi

Comparison: 73 similar vehicles

Lawrenceburg, TN

2015 Subaru Forester i Premium

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

2015 Subaru Forester i Premium

Lawrenceburg, TN

Unscored
$7,990158,151 mi

Comparison: 14 similar vehicles

Lawrenceburg, TN

2013 Nissan Altima Sedan SL

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

2013 Nissan Altima Sedan SL

Lawrenceburg, TN

Fair PriceModerate · 25
$7,990119,326 mi

Market: $4,999 – $10,995

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Lawrenceburg, TN

2012 Volkswagen Eos Executive

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

2012 Volkswagen Eos Executive

Lawrenceburg, TN

UnscoredInsufficient · 0
$7,99080,045 mi

Lawrenceburg, TN

2010 Mercedes-Benz M-Class ML350

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

2010 Mercedes-Benz M-Class ML350

Lawrenceburg, TN

UnscoredInsufficient · 0
$7,990157,605 mi

Lawrenceburg, TN

2008 GMC Sierra 1500 Work Truck

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

2008 GMC Sierra 1500 Work Truck

Lawrenceburg, TN

Unscored
$7,990265,156 mi

Comparison: 10 similar vehicles

Lawrenceburg, TN

2015 Honda Civic LX

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

2015 Honda Civic LX

Lawrenceburg, TN

Unscored
$7,995154,418 mi

Comparison: 53 similar vehicles

Lawrenceburg, TN

2014 Subaru XV Crosstrek Premium

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

2014 Subaru XV Crosstrek Premium

Lawrenceburg, TN

Unscored
$7,995172,608 mi

Comparison: 20 similar vehicles

Lawrenceburg, TN

2014 Ford F-150 Platinum

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

2014 Ford F-150 Platinum

Lawrenceburg, TN

UnscoredInsufficient · 3
$8,495255,830 mi

Comparison: 3 similar vehicles

Lawrenceburg, TN

2015 Kia Sorento EX

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

2015 Kia Sorento EX

Lawrenceburg, TN

UnscoredInsufficient · 3
$8,900131,882 mi

Comparison: 3 similar vehicles

Lawrenceburg, TN

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Lawrenceburg, TN

UnscoredInsufficient · 4
$8,900179,152 mi

Comparison: 4 similar vehicles

Lawrenceburg, TN

2018 Nissan Pathfinder SL

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

2018 Nissan Pathfinder SL

Lawrenceburg, TN

Unscored
$8,990149,863 mi

Comparison: 18 similar vehicles

Lawrenceburg, TN

2015 Audi Q5 Premium Plus

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

2015 Audi Q5 Premium Plus

Lawrenceburg, TN

Unscored
$8,990124,937 mi

Comparison: 11 similar vehicles

Lawrenceburg, TN

2018 Nissan Rogue SV

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

2018 Nissan Rogue SV

Lawrenceburg, TN

Unscored
$8,995154,685 mi

Comparison: 65 similar vehicles

Lawrenceburg, TN

2014 Honda Accord LX

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

2014 Honda Accord LX

Lawrenceburg, TN

Unscored
$8,995176,472 mi

Comparison: 28 similar vehicles

Lawrenceburg, TN

2012 GMC Acadia Denali

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

2012 GMC Acadia Denali

Lawrenceburg, TN

Unscored
$8,999177,840 mi

Comparison: 9 similar vehicles

Lawrenceburg, TN

2019 INFINITI QX60 PURE

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

2019 INFINITI QX60 PURE

Lawrenceburg, TN

Unscored
$9,450171,152 mi

Comparison: 20 similar vehicles

Lawrenceburg, TN

2016 Ford Taurus SEL

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

2016 Ford Taurus SEL

Lawrenceburg, TN

UnscoredInsufficient · 4
$9,750109,181 mi

Comparison: 4 similar vehicles

Lawrenceburg, TN

No Photo

2015 Toyota RAV4 XLE

Lawrenceburg, TN

Unscored
$9,800181,200 mi

Comparison: 12 similar vehicles

Lawrenceburg, TN

2016 GMC Acadia SLT-1

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

2016 GMC Acadia SLT-1

Lawrenceburg, TN

Unscored
$9,900151,935 mi

Comparison: 25 similar vehicles

Lawrenceburg, TN

2019 Nissan Rogue Sport SV

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

2019 Nissan Rogue Sport SV

Lawrenceburg, TN

Unscored
$9,990169,584 mi

Comparison: 6 similar vehicles

Lawrenceburg, TN

2020 Chevrolet Bolt EV LT

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

2020 Chevrolet Bolt EV LT

Lawrenceburg, TN

UnscoredInsufficient · 0
$9,995144,106 mi

Lawrenceburg, TN

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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