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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

1,968 listings found

2002 Ford Ranger XLT

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

2002 Ford Ranger XLT

Foley, AL

UnscoredInsufficient · 0
$2,063329,098 mi

Foley, AL

2013 Volkswagen Jetta SE

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

2013 Volkswagen Jetta SE

Foley, AL

Unscored
$2,088208,875 mi

Comparison: 9 similar vehicles

Foley, AL

2012 Lincoln MKZ Base

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

2012 Lincoln MKZ Base

Foley, AL

UnscoredInsufficient · 3
$2,318191,472 mi

Comparison: 3 similar vehicles

Foley, AL

2012 Nissan Sentra S

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

2012 Nissan Sentra S

Foley, AL

Salvage title
$2,598127,236 mi

Foley, AL

2012 Nissan Murano SL

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

2012 Nissan Murano SL

Foley, AL

Unscored
$2,953139,605 mi

Comparison: 10 similar vehicles

Foley, AL

2007 Honda Element EX

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

2007 Honda Element EX

Foley, AL

UnscoredInsufficient · 0
$2,953179,354 mi

Foley, AL

2011 Mazda MAZDA3 i Sport

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

2011 Mazda MAZDA3 i Sport

Foley, AL

UnscoredInsufficient · 0
$3,097200,091 mi

Foley, AL

2009 Nissan Murano SL

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

2009 Nissan Murano SL

Foley, AL

UnscoredInsufficient · 0
$3,097233,508 mi

Foley, AL

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Foley, AL

Unscored
$3,593135,520 mi

Comparison: 12 similar vehicles

Foley, AL

No Photo

2013 Kia Sportage EX

Foley, AL

UnscoredInsufficient · 3
$3,900138,527 mi

Comparison: 3 similar vehicles

Foley, AL

2006 Saturn VUE Base

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

2006 Saturn VUE Base

Foley, AL

UnscoredInsufficient · 3
$3,999198,562 mi

Comparison: 3 similar vehicles

Foley, AL

1999 Chevrolet Silverado BASE

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

1999 Chevrolet Silverado BASE

Foley, AL

UnscoredInsufficient · 0
$4,003262,579 mi

Foley, AL

2009 Kia Optima LX

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

2009 Kia Optima LX

Foley, AL

UnscoredInsufficient · 0
$4,088205,000 mi

Foley, AL

2011 Buick Enclave CXL-2

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

2011 Buick Enclave CXL-2

Foley, AL

Unscored
$4,093269,869 mi

Comparison: 7 similar vehicles

Foley, AL

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Foley, AL

Unscored
$4,097247,559 mi

Comparison: 8 similar vehicles

Foley, AL

2010 Honda Accord EX-L V6

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

2010 Honda Accord EX-L V6

Foley, AL

Unscored
$4,448194,896 mi

Comparison: 6 similar vehicles

Foley, AL

2014 Chevrolet Impala 1LT

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

2014 Chevrolet Impala 1LT

Foley, AL

UnscoredInsufficient · 4
$4,453130,020 mi

Comparison: 4 similar vehicles

Foley, AL

2017 Nissan Rogue S

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

2017 Nissan Rogue S

Foley, AL

Unscored
$4,463206,488 mi

Comparison: 7 similar vehicles

Foley, AL

2009 Ford Flex SEL

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

2009 Ford Flex SEL

Foley, AL

UnscoredInsufficient · 0
$4,598220,668 mi

Foley, AL

2009 Dodge Journey SE

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

2009 Dodge Journey SE

Foley, AL

UnscoredInsufficient · 0
$4,697137,483 mi

Foley, AL

2008 Toyota Camry Solara SE

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

2008 Toyota Camry Solara SE

Foley, AL

UnscoredInsufficient · 0
$4,953236,000 mi

Foley, AL

2007 Toyota Camry SE

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

2007 Toyota Camry SE

Foley, AL

UnscoredInsufficient · 0
$5,097241,222 mi

Foley, AL

2005 Ford F-150 XL

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

2005 Ford F-150 XL

Foley, AL

UnscoredInsufficient · 0
$5,203199,655 mi

Foley, AL

2013 Buick Encore Base

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

2013 Buick Encore Base

Foley, AL

UnscoredInsufficient · 0
$5,30581,145 mi

Foley, AL

2009 Dodge Ram 1500 Pickup SLT

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

2009 Dodge Ram 1500 Pickup SLT

Foley, AL

UnscoredInsufficient · 3
$5,588204,339 mi

Comparison: 3 similar vehicles

Foley, AL

2017 Jeep Compass Latitude

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

2017 Jeep Compass Latitude

Foley, AL

Unscored
$5,598155,776 mi

Comparison: 10 similar vehicles

Foley, AL

2008 Dodge Charger SXT

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

2008 Dodge Charger SXT

Foley, AL

UnscoredInsufficient · 0
$5,623213,472 mi

Foley, AL

2008 Dodge Ram 1500 Pickup ST

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

2008 Dodge Ram 1500 Pickup ST

Foley, AL

UnscoredInsufficient · 4
$5,882242,878 mi

Comparison: 4 similar vehicles

Foley, AL

2010 Kia Soul Exclaim

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

2010 Kia Soul Exclaim

Foley, AL

UnscoredInsufficient · 3
$5,920118,359 mi

Comparison: 3 similar vehicles

Foley, AL

2013 Chevrolet Sonic LT

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

2013 Chevrolet Sonic LT

Foley, AL

UnscoredInsufficient · 0
$5,981163,153 mi

Foley, AL

2012 Land Rover LR2 Base

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

2012 Land Rover LR2 Base

Foley, AL

UnscoredInsufficient · 0
$5,999117,179 mi

Foley, AL

2010 Land Rover Range Rover Sport HSE

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

2010 Land Rover Range Rover Sport HSE

Foley, AL

UnscoredInsufficient · 0
$5,999191,945 mi

Foley, AL

2016 Hyundai Elantra SE

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

2016 Hyundai Elantra SE

Foley, AL

Unscored
$6,023206,767 mi

Comparison: 9 similar vehicles

Foley, AL

2010 Ford F-150 XL

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

2010 Ford F-150 XL

Foley, AL

Unscored
$6,063225,818 mi

Comparison: 7 similar vehicles

Foley, AL

2009 Scion tC Base

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

2009 Scion tC Base

Foley, AL

UnscoredInsufficient · 0
$6,063141,888 mi

Foley, AL

1999 Dodge Ram Pickup ST

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

1999 Dodge Ram Pickup ST

Foley, AL

UnscoredInsufficient · 0
$6,088175,808 mi

Foley, AL

2005 Ford F-150 XLT

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

2005 Ford F-150 XLT

Foley, AL

UnscoredInsufficient · 3
$6,093Mileage not verified

Comparison: 3 similar vehicles

Foley, AL

2005 INFINITI FX 45

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

2005 INFINITI FX 45

Foley, AL

UnscoredInsufficient · 0
$6,09389,993 mi

Foley, AL

2016 Hyundai Elantra SE

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

2016 Hyundai Elantra SE

Foley, AL

Unscored
$6,348172,683 mi

Comparison: 9 similar vehicles

Foley, AL

2015 Kia Optima LX

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

2015 Kia Optima LX

Foley, AL

UnscoredInsufficient · 3
$6,348223,787 mi

Comparison: 3 similar vehicles

Foley, AL

2001 Volkswagen New Beetle

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

2001 Volkswagen New Beetle

Foley, AL

UnscoredInsufficient · 0
$6,348124,890 mi

Foley, AL

2013 Hyundai Santa Fe Sport

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

2013 Hyundai Santa Fe Sport

Foley, AL

Unscored
$6,518198,001 mi

Comparison: 7 similar vehicles

Foley, AL

2010 Nissan Xterra S

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

2010 Nissan Xterra S

Foley, AL

UnscoredInsufficient · 0
$6,593224,708 mi

Foley, AL

2004 Chevrolet Silverado 1500 Z71

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

2004 Chevrolet Silverado 1500 Z71

Foley, AL

UnscoredInsufficient · 0
$6,598322,246 mi

Foley, AL

2015 Nissan Sentra S

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

2015 Nissan Sentra S

Foley, AL

Unscored
$6,825140,820 mi

Comparison: 6 similar vehicles

Foley, AL

2013 Toyota Highlander Base

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

2013 Toyota Highlander Base

Foley, AL

UnscoredInsufficient · 0
$6,834253,405 mi

Foley, AL

2012 Honda Accord SE

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

2012 Honda Accord SE

Foley, AL

UnscoredInsufficient · 3
$6,896216,793 mi

Comparison: 3 similar vehicles

Foley, AL

No Photo

2013 Buick Regal Premium 1

Foley, AL

UnscoredInsufficient · 3
$6,995130,685 mi

Comparison: 3 similar vehicles

Foley, AL

2006 BMW 7 Series 750Li

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

2006 BMW 7 Series 750Li

Foley, AL

UnscoredInsufficient · 0
$6,999103,766 mi

Foley, AL

2015 Nissan Sentra SV

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

2015 Nissan Sentra SV

Foley, AL

Unscored
$7,053126,353 mi

Comparison: 7 similar vehicles

Foley, AL

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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