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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 6, 2026

7.1M+

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

319 listings found

2010 GMC Acadia SLT2

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

2010 GMC Acadia SLT2

Newport, TN

Unscored
$2,599224,219 mi

Comparison: 5 similar vehicles

Newport, TN

2013 Chevrolet Impala 1FL

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

2013 Chevrolet Impala 1FL

Newport, TN

Unscored
$5,498208,106 mi

Comparison: 6 similar vehicles

Newport, TN

2015 Chevrolet Traverse 2LT

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

2015 Chevrolet Traverse 2LT

Newport, TN

Unscored
$5,995187,795 mi

Comparison: 35 similar vehicles

Newport, TN

2002 GMC Yukon XL Base

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

2002 GMC Yukon XL Base

Newport, TN

UnscoredInsufficient · 0
$5,995286,862 mi

Newport, TN

2015 Hyundai Sonata SE

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

2015 Hyundai Sonata SE

Newport, TN

Unscored
$5,999136,174 mi

Comparison: 108 similar vehicles

Newport, TN

2014 Nissan Maxima S

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

2014 Nissan Maxima S

Newport, TN

Unscored
$6,199123,672 mi

Comparison: 11 similar vehicles

Newport, TN

2011 Honda CR-V LX

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

2011 Honda CR-V LX

Newport, TN

Unscored
$6,498192,736 mi

Comparison: 60 similar vehicles

Newport, TN

2010 Kia Sedona EX

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

2010 Kia Sedona EX

Newport, TN

UnscoredInsufficient · 0
$6,988235,634 mi

Newport, TN

2011 Suzuki Kizashi Sport SLS

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

2011 Suzuki Kizashi Sport SLS

Newport, TN

UnscoredInsufficient · 0
$6,99988,977 mi

Newport, TN

2008 Toyota Camry XLE

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

2008 Toyota Camry XLE

Newport, TN

Fair PriceLimited · 10
$6,999118,964 mi

Market: $4,550 – $8,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 127 days listed (based on current market benchmarks)

Newport, TN

2019 Kia Optima LX

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

2019 Kia Optima LX

Newport, TN

Unscored
$7,505174,551 mi

Comparison: 102 similar vehicles

Newport, TN

2006 Buick Lucerne CXL

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

2006 Buick Lucerne CXL

Newport, TN

UnscoredInsufficient · 3
$7,988140,970 mi

Comparison: 3 similar vehicles

Newport, TN

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

Newport, TN

Unscored
$7,995174,698 mi

Comparison: 41 similar vehicles

Newport, TN

2012 Honda Odyssey EX-L

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

2012 Honda Odyssey EX-L

Newport, TN

Unscored
$7,999158,147 mi

Comparison: 63 similar vehicles

Newport, TN

2017 Volkswagen Passat S

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

2017 Volkswagen Passat S

Newport, TN

Unscored
$8,995142,707 mi

Comparison: 10 similar vehicles

Newport, TN

2013 Audi Q5 Premium

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

2013 Audi Q5 Premium

Newport, TN

Fair PriceModerate · 21
$8,999119,783 mi

Market: $5,900 – $12,999

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Newport, TN

2013 BMW 3 Series 328i

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

2013 BMW 3 Series 328i

Newport, TN

Fair PriceRobust · 53
$8,99987,138 mi

Market: $3,995 – $21,995

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Newport, TN

2012 Subaru Forester X Limited

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

2012 Subaru Forester X Limited

Newport, TN

Unscored
$8,999102,198 mi

Comparison: 5 similar vehicles

Newport, TN

2010 INFINITI M 35

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

2010 INFINITI M 35

Newport, TN

UnscoredInsufficient · 0
$8,999107,673 mi

Newport, TN

2017 Ford Focus Titanium

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

2017 Ford Focus Titanium

Newport, TN

Unscored
$9,950120,502 mi

Comparison: 6 similar vehicles

Newport, TN

2017 Nissan Altima SL

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

2017 Nissan Altima SL

Newport, TN

Fair PriceModerate · 40
$9,98998,023 mi

Market: $6,721 – $14,998

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Newport, TN

2017 Volkswagen Tiguan Limited Base

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

2017 Volkswagen Tiguan Limited Base

Newport, TN

Fair PriceLimited · 19
$9,98974,615 mi

Market: $6,495 – $11,674

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Newport, TN

2006 Lincoln Navigator Luxury

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

2006 Lincoln Navigator Luxury

Newport, TN

UnscoredInsufficient · 3
$9,995154,866 mi

Comparison: 3 similar vehicles

Newport, TN

2015 BMW 3 Series 320i

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

2015 BMW 3 Series 320i

Newport, TN

Fair PriceRobust · 66
$9,99982,998 mi

Market: $4,000 – $13,937

Comparison: 66 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Newport, TN

2014 INFINITI QX70 Base

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

2014 INFINITI QX70 Base

Newport, TN

UnscoredInsufficient · 4
$9,999124,546 mi

Comparison: 4 similar vehicles

Newport, TN

2009 Toyota Highlander Sport

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

2009 Toyota Highlander Sport

Newport, TN

UnscoredInsufficient · 0
$9,999175,645 mi

Newport, TN

2014 Acura MDX Base

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

2014 Acura MDX Base

Newport, TN

Unscored
$10,299143,953 mi

Comparison: 16 similar vehicles

Newport, TN

2015 Mazda CX-5 Touring

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

2015 Mazda CX-5 Touring

Newport, TN

Unscored
$10,498149,607 mi

Comparison: 51 similar vehicles

Newport, TN

2001 Ford F-350

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

2001 Ford F-350

Newport, TN

UnscoredInsufficient · 0
$10,498116,216 mi

Newport, TN

2013 Audi A6 Premium

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

2013 Audi A6 Premium

Newport, TN

Fair PriceModerate · 41
$10,49989,177 mi

Market: $6,899 – $14,221

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Newport, TN

2012 Ford E-Series Econoline Van Commercial

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

2012 Ford E-Series Econoline Van Commercial

Newport, TN

Unscored
$10,995265,174 mi

Comparison: 12 similar vehicles

Newport, TN

2016 Mazda CX-9 Touring

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

2016 Mazda CX-9 Touring

Newport, TN

UnscoredInsufficient · 0
$10,999130,976 mi

Newport, TN

2012 Audi A7 Premium

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

2012 Audi A7 Premium

Newport, TN

Fair PriceLimited · 10
$10,999106,438 mi

Market: $8,200 – $15,219

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Newport, TN

2016 Honda Pilot EX-L

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

2016 Honda Pilot EX-L

Newport, TN

UnscoredInsufficient · 4
$11,999166,989 mi

Comparison: 4 similar vehicles

Newport, TN

2004 Chevrolet Silverado 2500HD LT

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

2004 Chevrolet Silverado 2500HD LT

Newport, TN

Unscored
$12,498327,218 mi

Comparison: 5 similar vehicles

Newport, TN

2019 Volkswagen Atlas SE w/Tech

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

2019 Volkswagen Atlas SE w/Tech

Newport, TN

Unscored
$12,499126,216 mi

Comparison: 66 similar vehicles

Newport, TN

2015 Mercedes-Benz GLK-Class GLK350

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

2015 Mercedes-Benz GLK-Class GLK350

Newport, TN

Fair PriceModerate · 38
$12,988108,601 mi

Market: $6,995 – $16,990

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Newport, TN

2011 Toyota Venza Base

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

2011 Toyota Venza Base

Newport, TN

Fair PriceLimited · 18
$12,98892,849 mi

Market: $5,000 – $13,995

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Newport, 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

Newport, TN

UnscoredInsufficient · 3
$12,995218,697 mi

Comparison: 3 similar vehicles

Newport, TN

2015 Subaru WRX Limited

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

2015 Subaru WRX Limited

Newport, TN

UnscoredInsufficient · 0
$13,498107,259 mi

Newport, TN

2019 Ford Fusion SE

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

2019 Ford Fusion SE

Newport, TN

Fair PriceRobust · 67
$13,98880,780 mi

Market: $3,995 – $17,937

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Newport, TN

2014 Jeep Wrangler Sport

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

2014 Jeep Wrangler Sport

Newport, TN

Fair PriceRobust · 62
$13,99988,794 mi

Market: $10,000 – $21,995

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 85 days listed (based on current market benchmarks)

Newport, TN

2017 Volvo XC90 Momentum

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

2017 Volvo XC90 Momentum

Newport, TN

Unscored
$14,498120,477 mi

Comparison: 54 similar vehicles

Newport, 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

Newport, TN

Unscored
$14,499104,559 mi

Comparison: 6 similar vehicles

Newport, TN

2020 Jeep Renegade Jeepster

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

2020 Jeep Renegade Jeepster

Newport, TN

UnscoredInsufficient · 0
$14,98892,092 mi

Newport, TN

2019 Jeep Grand Cherokee Limited

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

2019 Jeep Grand Cherokee Limited

Newport, TN

Fair PriceRobust · 137
$14,98895,966 mi

Market: $7,999 – $21,998

Comparison: 137 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 135 days listed (based on current market benchmarks)

Newport, TN

2020 Jaguar E-PACE Base

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

2020 Jaguar E-PACE Base

Newport, TN

UnscoredInsufficient · 0
$16,98888,877 mi

Newport, TN

2016 Jeep Wrangler Unlimited Sahara

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

2016 Jeep Wrangler Unlimited Sahara

Newport, TN

Unscored
$16,988209,818 mi

Comparison: 150 similar vehicles

Newport, TN

2019 GMC Acadia SLT-1

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

2019 GMC Acadia SLT-1

Newport, TN

Fair PriceRobust · 109
$17,498101,069 mi

Market: $7,999 – $21,995

Comparison: 109 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Newport, TN

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Newport, TN

Unscored
$17,98885,609 mi

Comparison: 5 similar vehicles

Newport, TN

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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