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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 3, 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

1,237 listings found

2008 Hyundai Accent GS

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

2008 Hyundai Accent GS

Lebanon, OH

UnscoredInsufficient · 0
$1,898198,893 mi

Lebanon, OH

2008 Nissan Armada SE

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

2008 Nissan Armada SE

Lebanon, OH

UnscoredInsufficient · 3
$2,397215,318 mi

Comparison: 3 similar vehicles

Lebanon, OH

2009 Chevrolet HHR LS

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

2009 Chevrolet HHR LS

Lebanon, OH

UnscoredInsufficient · 3
$2,498219,868 mi

Comparison: 3 similar vehicles

Lebanon, OH

2008 Ford Expedition XLT

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

2008 Ford Expedition XLT

Lebanon, OH

UnscoredInsufficient · 0
$2,498224,748 mi

Lebanon, OH

2009 Acura TSX Base

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

2009 Acura TSX Base

Lebanon, OH

UnscoredInsufficient · 3
$3,995225,465 mi

Comparison: 3 similar vehicles

Lebanon, OH

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

Lebanon, OH

Fair PriceModerate · 37
$5,698108,425 mi

Market: $2,999 – $11,895

Comparison: 37 similar vehicles

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

Lebanon, OH

2012 Jeep Patriot Sport

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

2012 Jeep Patriot Sport

Lebanon, OH

Unscored
$5,998133,026 mi

Comparison: 15 similar vehicles

Lebanon, OH

2005 Honda Civic DX

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

2005 Honda Civic DX

Lebanon, OH

UnscoredInsufficient · 0
$6,39881,814 mi

Lebanon, OH

2011 Ford Fusion S

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

2011 Ford Fusion S

Lebanon, OH

UnscoredInsufficient · 0
$6,698110,538 mi

Lebanon, OH

2017 Ford Fiesta S

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

2017 Ford Fiesta S

Lebanon, OH

UnscoredInsufficient · 0
$6,94896,524 mi

Lebanon, OH

2015 Jeep Compass Limited

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

2015 Jeep Compass Limited

Lebanon, OH

UnscoredInsufficient · 0
$6,998129,731 mi

Lebanon, OH

2007 Hyundai Tiburon GS

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

2007 Hyundai Tiburon GS

Lebanon, OH

UnscoredInsufficient · 0
$6,99891,719 mi

Lebanon, OH

2016 Kia Forte LX

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

2016 Kia Forte LX

Lebanon, OH

Unscored
$7,009122,677 mi

Comparison: 32 similar vehicles

Lebanon, OH

2015 Nissan Altima S

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

2015 Nissan Altima S

Lebanon, OH

OverpricedLimited · 11
$7,198133,899 mi

Market: $3,877 – $6,200

Comparison: 11 similar vehicles

Priced ~16% above the typical market range for similar vehicles (based on current market benchmarks)

Lebanon, OH

2015 Hyundai Sonata Eco

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

2015 Hyundai Sonata Eco

Lebanon, OH

UnscoredInsufficient · 0
$7,998106,578 mi

Lebanon, OH

2003 Lincoln Town Car Cartier

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

2003 Lincoln Town Car Cartier

Lebanon, OH

UnscoredInsufficient · 0
$7,99875,424 mi

Lebanon, OH

2017 Kia Optima LX

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

2017 Kia Optima LX

Lebanon, OH

UnscoredInsufficient · 4
$8,348129,614 mi

Comparison: 4 similar vehicles

Lebanon, OH

2015 Volkswagen Golf SportWagen TDI S

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

2015 Volkswagen Golf SportWagen TDI S

Lebanon, OH

UnscoredInsufficient · 0
$8,398133,304 mi

Lebanon, OH

2014 Volkswagen Jetta S

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

2014 Volkswagen Jetta S

Lebanon, OH

Fair PriceLimited · 12
$8,49883,018 mi

Market: $4,999 – $18,988

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 117 days listed (based on current market benchmarks)

Lebanon, OH

2008 Honda Civic EX

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

2008 Honda Civic EX

Lebanon, OH

Fair PriceLimited · 15
$8,498101,591 mi

Market: $2,800 – $9,147

Comparison: 15 similar vehicles

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

Lebanon, OH

2016 Buick LaCrosse Sport Touring

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

2016 Buick LaCrosse Sport Touring

Lebanon, OH

UnscoredInsufficient · 0
$8,698139,222 mi

Lebanon, OH

2014 Volkswagen Jetta GLI

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

2014 Volkswagen Jetta GLI

Lebanon, OH

Unscored
$8,698140,150 mi

Comparison: 8 similar vehicles

Lebanon, OH

2019 Chevrolet Cruze LT

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

2019 Chevrolet Cruze LT

Lebanon, OH

Unscored
$8,89894,880 mi

Comparison: 5 similar vehicles

Lebanon, OH

2014 Ford Focus ST

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

2014 Ford Focus ST

Lebanon, OH

Unscored
$8,998148,617 mi

Comparison: 11 similar vehicles

Lebanon, OH

2009 Lexus ES 350

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

2009 Lexus ES 350

Lebanon, OH

UnscoredInsufficient · 4
$8,998125,589 mi

Comparison: 4 similar vehicles

Lebanon, OH

2006 Toyota Avalon XL

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

2006 Toyota Avalon XL

Lebanon, OH

UnscoredInsufficient · 3
$8,998106,836 mi

Comparison: 3 similar vehicles

Lebanon, OH

2016 Kia Forte LX

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

2016 Kia Forte LX

Lebanon, OH

Fair PriceModerate · 41
$9,39875,932 mi

Market: $7,009 – $10,386

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 83 days listed (based on current market benchmarks)

Lebanon, OH

2018 Nissan Rogue SV

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

2018 Nissan Rogue SV

Lebanon, OH

Fair PriceModerate · 40
$9,598115,329 mi

Market: $9,593 – $17,095

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 125 days listed (based on current market benchmarks)

Lebanon, OH

2015 Honda CR-V EX

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

2015 Honda CR-V EX

Lebanon, OH

Unscored
$9,995Mileage not verified

Comparison: 6 similar vehicles

Lebanon, OH

2012 Toyota Venza LE

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

2012 Toyota Venza LE

Lebanon, OH

Unscored
$9,998128,265 mi

Comparison: 7 similar vehicles

Lebanon, OH

2010 Volkswagen GTI Base

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

2010 Volkswagen GTI Base

Lebanon, OH

UnscoredInsufficient · 3
$9,998104,361 mi

Comparison: 3 similar vehicles

Lebanon, OH

2017 Chrysler Pacifica Touring

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

2017 Chrysler Pacifica Touring

Lebanon, OH

Unscored
$10,698126,244 mi

Comparison: 79 similar vehicles

Lebanon, OH

2015 BMW X5 xDrive35i

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

2015 BMW X5 xDrive35i

Lebanon, OH

Unscored
$10,748133,153 mi

Comparison: 6 similar vehicles

Lebanon, OH

2013 Acura RDX Base

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

2013 Acura RDX Base

Lebanon, OH

Unscored
$10,848164,877 mi

Comparison: 13 similar vehicles

Lebanon, OH

2013 Hyundai Elantra GT Base

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

2013 Hyundai Elantra GT Base

Lebanon, OH

UnscoredInsufficient · 0
$10,89732,571 mi

Lebanon, OH

2017 Ford Fusion V6 Sport

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

2017 Ford Fusion V6 Sport

Lebanon, OH

Unscored
$10,998123,568 mi

Comparison: 7 similar vehicles

Lebanon, OH

2017 Jeep Renegade Latitude

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

2017 Jeep Renegade Latitude

Lebanon, OH

Unscored
$10,998106,801 mi

Comparison: 8 similar vehicles

Lebanon, OH

2003 Honda Accord EX

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

2003 Honda Accord EX

Lebanon, OH

UnscoredInsufficient · 0
$10,99836,264 mi

Lebanon, OH

2016 Chevrolet Trax LT

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

2016 Chevrolet Trax LT

Lebanon, OH

OverpricedLimited · 11
$11,23966,801 mi

Market: $4,995 – $10,985

Comparison: 11 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Lebanon, OH

2009 Chevrolet Silverado 2500HD LTZ

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

2009 Chevrolet Silverado 2500HD LTZ

Lebanon, OH

UnscoredInsufficient · 0
$11,439196,264 mi

Lebanon, OH

2018 Chrysler Pacifica Touring Plus

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

2018 Chrysler Pacifica Touring Plus

Lebanon, OH

UnscoredInsufficient · 4
$11,448145,486 mi

Comparison: 4 similar vehicles

Lebanon, OH

2016 Chrysler Town & Country Anniversary Edition

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

2016 Chrysler Town & Country Anniversary Edition

Lebanon, OH

UnscoredInsufficient · 3
$11,448102,190 mi

Comparison: 3 similar vehicles

Lebanon, OH

2016 Honda Civic LX

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

2016 Honda Civic LX

Lebanon, OH

Unscored
$11,898124,181 mi

Comparison: 10 similar vehicles

Lebanon, OH

2014 Volvo XC70 T6

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

2014 Volvo XC70 T6

Lebanon, OH

UnscoredInsufficient · 0
$11,898112,766 mi

Lebanon, OH

2019 Jeep Cherokee Latitude Plus

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

2019 Jeep Cherokee Latitude Plus

Lebanon, OH

Fair PriceRobust · 63
$12,295102,192 mi

Market: $5,900 – $19,846

Comparison: 63 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Lebanon, OH

2013 Lexus ES 350

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

2013 Lexus ES 350

Lebanon, OH

UnscoredInsufficient · 4
$12,306127,955 mi

Comparison: 4 similar vehicles

Lebanon, OH

2017 Ford Focus SE

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

2017 Ford Focus SE

Lebanon, OH

UnscoredInsufficient · 0
$12,39819,435 mi

Lebanon, OH

2016 Buick Encore Sport Touring

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

2016 Buick Encore Sport Touring

Lebanon, OH

UnscoredInsufficient · 0
$12,39855,887 mi

Lebanon, OH

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Lebanon, OH

Fair PriceModerate · 44
$12,44890,041 mi

Market: $9,393 – $14,990

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Lebanon, OH

2019 Volkswagen Tiguan SEL

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

2019 Volkswagen Tiguan SEL

Lebanon, OH

Unscored
$12,648113,780 mi

Comparison: 9 similar vehicles

Lebanon, 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 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 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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