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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

7,366 listings found

2005 Dodge Grand Caravan SE

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

2005 Dodge Grand Caravan SE

Madisonville, KY

UnscoredInsufficient · 0
$1,519274,354 mi

Madisonville, KY

2012 Chevrolet Impala 2FL

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

2012 Chevrolet Impala 2FL

Madisonville, KY

Unscored
$2,000286,977 mi

Comparison: 22 similar vehicles

Madisonville, KY

2008 Mitsubishi Eclipse GS

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

2008 Mitsubishi Eclipse GS

Madisonville, KY

UnscoredInsufficient · 0
$3,600128,180 mi

Madisonville, KY

2013 Ford Escape SE

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

2013 Ford Escape SE

Madisonville, KY

Unscored
$3,997147,126 mi

Comparison: 54 similar vehicles

Madisonville, KY

2014 INFINITI QX60 Base

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

2014 INFINITI QX60 Base

Madisonville, KY

Unscored
$4,500166,104 mi

Comparison: 36 similar vehicles

Madisonville, KY

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Madisonville, KY

UnscoredInsufficient · 4
$4,500221,417 mi

Comparison: 4 similar vehicles

Madisonville, KY

2011 Nissan Sentra SR

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

2011 Nissan Sentra SR

Madisonville, KY

Unscored
$4,500161,113 mi

Comparison: 6 similar vehicles

Madisonville, KY

2015 BMW X1 28i

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

2015 BMW X1 28i

Madisonville, KY

Unscored
$4,700162,880 mi

Comparison: 28 similar vehicles

Madisonville, KY

2015 smart fortwo Electric Drive

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

2015 smart fortwo Electric Drive

Madisonville, KY

UnscoredInsufficient · 0
$4,72873,092 mi

Madisonville, KY

2011 Chevrolet Suburban LS

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

2011 Chevrolet Suburban LS

Madisonville, KY

UnscoredInsufficient · 0
$4,794207,631 mi

Madisonville, KY

2016 Subaru Outback Premium

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

2016 Subaru Outback Premium

Madisonville, KY

Unscored
$4,800233,136 mi

Comparison: 13 similar vehicles

Madisonville, KY

2020 Nissan Kicks S

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

2020 Nissan Kicks S

Madisonville, KY

UnscoredInsufficient · 4
$4,900223,048 mi

Comparison: 4 similar vehicles

Madisonville, KY

2006 Nissan Altima S

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

2006 Nissan Altima S

Madisonville, KY

Unscored
$4,900124,803 mi

Comparison: 11 similar vehicles

Madisonville, KY

2015 Chrysler Town & Country Touring

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

2015 Chrysler Town & Country Touring

Madisonville, KY

Unscored
$5,000180,012 mi

Comparison: 5 similar vehicles

Madisonville, KY

2015 Nissan Altima S

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

2015 Nissan Altima S

Madisonville, KY

Unscored
$5,498132,636 mi

Comparison: 75 similar vehicles

Madisonville, KY

2012 Ford Flex Limited

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

2012 Ford Flex Limited

Madisonville, KY

UnscoredInsufficient · 3
$5,500162,038 mi

Comparison: 3 similar vehicles

Madisonville, KY

2016 Nissan Rogue S

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

2016 Nissan Rogue S

Madisonville, KY

Unscored
$5,696136,733 mi

Comparison: 78 similar vehicles

Madisonville, KY

2008 Nissan Altima SE

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

2008 Nissan Altima SE

Madisonville, KY

UnscoredInsufficient · 0
$5,995121,460 mi

Madisonville, KY

2005 Dodge Grand Caravan SXT

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

2005 Dodge Grand Caravan SXT

Madisonville, KY

Unscored
$5,995152,430 mi

Comparison: 9 similar vehicles

Madisonville, KY

2016 Nissan Sentra SV

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

2016 Nissan Sentra SV

Madisonville, KY

Unscored
$5,999125,575 mi

Comparison: 16 similar vehicles

Madisonville, KY

2001 Ford F-150

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

2001 Ford F-150

Madisonville, KY

UnscoredInsufficient · 0
$6,311193,599 mi

Madisonville, KY

2017 Nissan Pathfinder SL

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

2017 Nissan Pathfinder SL

Madisonville, KY

Unscored
$6,400162,832 mi

Comparison: 23 similar vehicles

Madisonville, KY

2010 Audi Q7 Premium

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

2010 Audi Q7 Premium

Madisonville, KY

UnscoredInsufficient · 0
$6,499151,428 mi

Madisonville, KY

2013 Ford Focus SE

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

2013 Ford Focus SE

Madisonville, KY

Fair PriceModerate · 31
$6,50070,959 mi

Market: $3,800 – $7,995

Comparison: 31 similar vehicles

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

Madisonville, KY

2013 Kia Forte Koup EX

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

2013 Kia Forte Koup EX

Madisonville, KY

Fair PriceLimited · 17
$6,59093,969 mi

Market: $6,999 – $7,750

Comparison: 17 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 11 days listed (based on current market benchmarks)

Madisonville, KY

2015 Toyota Corolla S Plus

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

2015 Toyota Corolla S Plus

Madisonville, KY

Salvage title
$6,73894,955 mi

Madisonville, KY

2011 Nissan Xterra Pro-4X

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

2011 Nissan Xterra Pro-4X

Madisonville, KY

UnscoredInsufficient · 0
$6,750175,621 mi

Madisonville, KY

2014 Chevrolet Sonic LT

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

2014 Chevrolet Sonic LT

Madisonville, KY

Unscored
$6,995122,711 mi

Comparison: 11 similar vehicles

Madisonville, KY

2012 GMC Acadia SLT1

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

2012 GMC Acadia SLT1

Madisonville, KY

Unscored
$6,995147,043 mi

Comparison: 7 similar vehicles

Madisonville, KY

2010 smart fortwo pure

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

2010 smart fortwo pure

Madisonville, KY

UnscoredInsufficient · 0
$6,995141,619 mi

Madisonville, KY

2008 Dodge Ram 1500 Pickup SLT

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

2008 Dodge Ram 1500 Pickup SLT

Madisonville, KY

UnscoredInsufficient · 3
$6,995250,760 mi

Comparison: 3 similar vehicles

Madisonville, KY

2002 Cadillac Escalade Base

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

2002 Cadillac Escalade Base

Madisonville, KY

UnscoredInsufficient · 0
$6,995183,523 mi

Madisonville, KY

2018 Hyundai Elantra Value Edition

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

2018 Hyundai Elantra Value Edition

Madisonville, KY

UnscoredInsufficient · 3
$7,000159,162 mi

Comparison: 3 similar vehicles

Madisonville, KY

2004 Honda Element EX

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

2004 Honda Element EX

Madisonville, KY

UnscoredInsufficient · 0
$7,296130,421 mi

Madisonville, KY

2012 GMC Sierra 1500 SLE

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

2012 GMC Sierra 1500 SLE

Madisonville, KY

Unscored
$7,372208,057 mi

Comparison: 21 similar vehicles

Madisonville, KY

2015 Nissan Rogue SV

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

2015 Nissan Rogue SV

Madisonville, KY

Unscored
$7,491134,265 mi

Comparison: 24 similar vehicles

Madisonville, KY

2019 Chevrolet Trax LS

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

2019 Chevrolet Trax LS

Madisonville, KY

Unscored
$7,740142,074 mi

Comparison: 22 similar vehicles

Madisonville, KY

2020 Chevrolet Sonic

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

2020 Chevrolet Sonic

Madisonville, KY

UnscoredInsufficient · 0
$8,00086,835 mi

Madisonville, KY

2017 Ford Explorer Limited

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

2017 Ford Explorer Limited

Madisonville, KY

Unscored
$8,000152,250 mi

Comparison: 34 similar vehicles

Madisonville, KY

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

Madisonville, KY

Unscored
$8,080127,322 mi

Comparison: 51 similar vehicles

Madisonville, KY

2010 Mercedes-Benz E-Class E350 Luxury

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

2010 Mercedes-Benz E-Class E350 Luxury

Madisonville, KY

Unscored
$8,12094,633 mi

Comparison: 6 similar vehicles

Madisonville, KY

2015 Volvo V60 Premier

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

2015 Volvo V60 Premier

Madisonville, KY

UnscoredInsufficient · 0
$8,290139,810 mi

Madisonville, KY

2015 Volkswagen Tiguan SEL

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

2015 Volkswagen Tiguan SEL

Madisonville, KY

UnscoredInsufficient · 0
$8,379116,562 mi

Madisonville, KY

2015 Kia Soul Base

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

2015 Kia Soul Base

Madisonville, KY

Fair PriceModerate · 46
$8,651117,700 mi

Market: $2,995 – $11,995

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Madisonville, KY

2020 Chrysler Voyager LXI

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

2020 Chrysler Voyager LXI

Madisonville, KY

Unscored
$8,712139,000 mi

Comparison: 13 similar vehicles

Madisonville, KY

2017 Ford Edge SE

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

2017 Ford Edge SE

Madisonville, KY

Unscored
$8,995125,843 mi

Comparison: 16 similar vehicles

Madisonville, KY

2010 Honda Accord EX-L

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

2010 Honda Accord EX-L

Madisonville, KY

Unscored
$8,995145,383 mi

Comparison: 6 similar vehicles

Madisonville, KY

2011 Volkswagen Jetta SportWagen TDI

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

2011 Volkswagen Jetta SportWagen TDI

Madisonville, KY

UnscoredInsufficient · 0
$8,999111,217 mi

Madisonville, KY

2012 Honda Odyssey

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

2012 Honda Odyssey

Madisonville, KY

UnscoredInsufficient · 0
$9,166155,000 mi

Madisonville, KY

2019 Dodge Journey SE

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

2019 Dodge Journey SE

Madisonville, KY

Fair PriceModerate · 37
$9,200107,325 mi

Market: $6,900 – $14,995

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Madisonville, 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 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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