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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 8, 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

113 listings found

2007 Nissan Altima Base

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

2007 Nissan Altima Base

Pleasant View, TN

UnscoredInsufficient · 0
$2,700241,000 mi

Pleasant View, TN

1997 Ford F-150 STANDARD

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

1997 Ford F-150 STANDARD

Pleasant View, TN

UnscoredInsufficient · 0
$3,700220,000 mi

Pleasant View, TN

2011 Nissan Sentra SL

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

2011 Nissan Sentra SL

Pleasant View, TN

UnscoredInsufficient · 0
$4,700119,000 mi

Pleasant View, TN

2016 Dodge Dart SXT Sport

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

2016 Dodge Dart SXT Sport

Pleasant View, TN

UnscoredInsufficient · 0
$5,995153,826 mi

Pleasant View, TN

2015 Chevrolet Cruze 2LT

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

2015 Chevrolet Cruze 2LT

Pleasant View, TN

Fair PriceLimited · 19
$5,995108,475 mi

Market: $4,800 – $14,995

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Pleasant View, TN

2015 Chevrolet Trax LS

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

2015 Chevrolet Trax LS

Pleasant View, TN

Unscored
$5,995105,278 mi

Comparison: 9 similar vehicles

Pleasant View, TN

2015 Hyundai Accent GLS

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

2015 Hyundai Accent GLS

Pleasant View, TN

UnscoredInsufficient · 3
$5,995188,110 mi

Comparison: 3 similar vehicles

Pleasant View, TN

2014 Kia Forte EX

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

2014 Kia Forte EX

Pleasant View, TN

Fair PriceLimited · 16
$5,995113,435 mi

Market: $5,900 – $6,995

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Pleasant View, TN

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Pleasant View, TN

UnscoredInsufficient · 3
$5,995157,513 mi

Comparison: 3 similar vehicles

Pleasant View, TN

2012 Volkswagen Jetta SEL

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

2012 Volkswagen Jetta SEL

Pleasant View, TN

UnscoredInsufficient · 0
$5,995169,984 mi

Pleasant View, TN

2004 Honda Accord LX

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

2004 Honda Accord LX

Pleasant View, TN

Unscored
$5,995244,533 mi

Comparison: 8 similar vehicles

Pleasant View, TN

2015 Ford Taurus SE

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

2015 Ford Taurus SE

Pleasant View, TN

Unscored
$6,700172,000 mi

Comparison: 9 similar vehicles

Pleasant View, TN

2009 Ford F-150 XL

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

2009 Ford F-150 XL

Pleasant View, TN

Unscored
$6,700211,000 mi

Comparison: 17 similar vehicles

Pleasant View, TN

2017 Jeep Cherokee Latitude

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

2017 Jeep Cherokee Latitude

Pleasant View, TN

Unscored
$6,995159,919 mi

Comparison: 8 similar vehicles

Pleasant View, TN

2017 Ford Escape SE

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

2017 Ford Escape SE

Pleasant View, TN

Unscored
$6,995169,417 mi

Comparison: 14 similar vehicles

Pleasant View, TN

2017 Subaru Impreza Limited

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

2017 Subaru Impreza Limited

Pleasant View, TN

UnscoredInsufficient · 0
$6,995133,176 mi

Pleasant View, TN

2016 Chrysler Town & Country Touring

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

2016 Chrysler Town & Country Touring

Pleasant View, TN

Unscored
$6,995125,606 mi

Comparison: 7 similar vehicles

Pleasant View, TN

2015 Buick Encore Base

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

2015 Buick Encore Base

Pleasant View, TN

Fair PriceLimited · 10
$6,995115,068 mi

Market: $5,696 – $9,692

Comparison: 10 similar vehicles

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

Pleasant View, TN

2014 Buick Verano 1SD

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

2014 Buick Verano 1SD

Pleasant View, TN

Unscored
$6,995107,376 mi

Comparison: 6 similar vehicles

Pleasant View, TN

2014 Dodge Journey SE

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

2014 Dodge Journey SE

Pleasant View, TN

Unscored
$6,995115,336 mi

Comparison: 9 similar vehicles

Pleasant View, TN

2013 Nissan Pathfinder S

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

2013 Nissan Pathfinder S

Pleasant View, TN

Unscored
$6,995226,605 mi

Comparison: 10 similar vehicles

Pleasant View, TN

2017 Chevrolet Equinox LS

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

2017 Chevrolet Equinox LS

Pleasant View, TN

Unscored
$7,450176,828 mi

Comparison: 5 similar vehicles

Pleasant View, TN

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

Pleasant View, TN

Unscored
$7,700166,000 mi

Comparison: 9 similar vehicles

Pleasant View, TN

2016 Hyundai Sonata SE

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

2016 Hyundai Sonata SE

Pleasant View, TN

UnscoredInsufficient · 3
$7,700120,000 mi

Comparison: 3 similar vehicles

Pleasant View, TN

2007 Ford F-250 Super Duty Lariat

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

2007 Ford F-250 Super Duty Lariat

Pleasant View, TN

UnscoredInsufficient · 0
$7,700186,000 mi

Pleasant View, TN

2020 Chevrolet Trax LS

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

2020 Chevrolet Trax LS

Pleasant View, TN

Fair PriceLimited · 10
$7,900118,000 mi

Market: $5,950 – $15,798

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Pleasant View, TN

2018 Lincoln MKC Select

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

2018 Lincoln MKC Select

Pleasant View, TN

UnscoredInsufficient · 0
$7,995159,749 mi

Pleasant View, TN

2017 Nissan Rogue S

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

2017 Nissan Rogue S

Pleasant View, TN

Unscored
$7,995144,933 mi

Comparison: 61 similar vehicles

Pleasant View, TN

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

Pleasant View, TN

Unscored
$7,995132,382 mi

Comparison: 19 similar vehicles

Pleasant View, TN

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Pleasant View, TN

Unscored
$7,995126,715 mi

Comparison: 11 similar vehicles

Pleasant View, TN

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Pleasant View, TN

Unscored
$7,995124,042 mi

Comparison: 5 similar vehicles

Pleasant View, TN

2015 Chrysler 200 LX

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

2015 Chrysler 200 LX

Pleasant View, TN

UnscoredInsufficient · 0
$7,995160,680 mi

Pleasant View, 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

Pleasant View, TN

Unscored
$7,995172,314 mi

Comparison: 22 similar vehicles

Pleasant View, TN

2017 Ford Fusion Titanium

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

2017 Ford Fusion Titanium

Pleasant View, TN

Unscored
$8,450145,619 mi

Comparison: 8 similar vehicles

Pleasant View, TN

2017 Buick Encore Preferred

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

2017 Buick Encore Preferred

Pleasant View, TN

Unscored
$8,650147,057 mi

Comparison: 38 similar vehicles

Pleasant View, TN

2016 Chevrolet Cruze LT

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

2016 Chevrolet Cruze LT

Pleasant View, TN

Unscored
$8,650120,035 mi

Comparison: 5 similar vehicles

Pleasant View, TN

2015 Chevrolet Camaro 1LS

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

2015 Chevrolet Camaro 1LS

Pleasant View, TN

Fair PriceLimited · 10
$8,700114,000 mi

Market: $6,900 – $17,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Pleasant View, TN

2010 Jeep Wrangler Sport

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

2010 Jeep Wrangler Sport

Pleasant View, TN

UnscoredInsufficient · 4
$8,900155,000 mi

Comparison: 4 similar vehicles

Pleasant View, TN

2020 Chevrolet Trax LS

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

2020 Chevrolet Trax LS

Pleasant View, TN

Fair PriceLimited · 10
$8,995106,015 mi

Market: $5,950 – $15,798

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Pleasant View, TN

2019 Chevrolet Cruze LT

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

2019 Chevrolet Cruze LT

Pleasant View, TN

Unscored
$8,995151,050 mi

Comparison: 13 similar vehicles

Pleasant View, TN

2019 Kia FORTE LXS

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

2019 Kia FORTE LXS

Pleasant View, TN

UnscoredInsufficient · 3
$8,995132,348 mi

Comparison: 3 similar vehicles

Pleasant View, TN

2018 Chevrolet Cruze LT

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

2018 Chevrolet Cruze LT

Pleasant View, TN

UnscoredInsufficient · 3
$8,995140,671 mi

Comparison: 3 similar vehicles

Pleasant View, TN

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

Pleasant View, TN

Unscored
$8,995170,120 mi

Comparison: 9 similar vehicles

Pleasant View, TN

2018 Jeep Compass Trailhawk

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

2018 Jeep Compass Trailhawk

Pleasant View, TN

Unscored
$8,995148,097 mi

Comparison: 10 similar vehicles

Pleasant View, TN

2018 Kia Soul +

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

2018 Kia Soul +

Pleasant View, TN

UnscoredInsufficient · 3
$8,995113,480 mi

Comparison: 3 similar vehicles

Pleasant View, TN

2018 Ford Ecosport SE

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

2018 Ford Ecosport SE

Pleasant View, TN

Unscored
$8,995121,769 mi

Comparison: 25 similar vehicles

Pleasant View, TN

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Pleasant View, TN

Unscored
$8,995176,650 mi

Comparison: 12 similar vehicles

Pleasant View, TN

2017 Chrysler Pacifica Touring-L Plus

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

2017 Chrysler Pacifica Touring-L Plus

Pleasant View, TN

UnscoredInsufficient · 4
$8,995133,907 mi

Comparison: 4 similar vehicles

Pleasant View, TN

2017 GMC Terrain SLE-1

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

2017 GMC Terrain SLE-1

Pleasant View, TN

Fair PriceRobust · 50
$8,995106,808 mi

Market: $5,400 – $12,544

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Pleasant View, TN

2017 Mazda Mazda6 i Touring

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

2017 Mazda Mazda6 i Touring

Pleasant View, TN

Unscored
$8,995162,255 mi

Comparison: 11 similar vehicles

Pleasant View, 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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