Skip to main content
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

5,285 listings found

1998 Mercury Grand Marquis LS

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

1998 Mercury Grand Marquis LS

Dothan, AL

UnscoredInsufficient · 0
$2,000298,259 mi

Dothan, AL

2015 Nissan Pathfinder S

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

2015 Nissan Pathfinder S

Troy, AL

Unscored
$4,500105,836 mi

Comparison: 5 similar vehicles

Troy, AL

2013 GMC Sierra 1500 Work Truck

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

2013 GMC Sierra 1500 Work Truck

Dothan, AL

UnscoredInsufficient · 0
$4,990246,055 mi

Dothan, AL

2001 Toyota Corolla CE

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

2001 Toyota Corolla CE

Troy, AL

UnscoredInsufficient · 0
$4,990144,328 mi

Troy, AL

2013 Nissan JUKE NISMO

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

2013 Nissan JUKE NISMO

Brundidge, AL

UnscoredInsufficient · 0
$4,995138,000 mi

Brundidge, AL

2006 INFINITI G35 Base

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

2006 INFINITI G35 Base

Blakely, GA

UnscoredInsufficient · 0
$4,998207,128 mi

Blakely, GA

2004 Ford F-150 Lariat

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

2004 Ford F-150 Lariat

Troy, AL

Unscored
$5,390250,984 mi

Comparison: 6 similar vehicles

Troy, AL

2007 Hummer H3 Base

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

2007 Hummer H3 Base

Dothan, AL

UnscoredInsufficient · 0
$5,500242,085 mi

Dothan, AL

2007 Kia Rondo EX

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

2007 Kia Rondo EX

Kinsey, AL

UnscoredInsufficient · 0
$5,500143,960 mi

Kinsey, AL

2000 Toyota Avalon XL

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

2000 Toyota Avalon XL

Kinsey, AL

UnscoredInsufficient · 0
$5,800151,134 mi

Kinsey, AL

2012 Nissan Sentra

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

2012 Nissan Sentra

Dothan, AL

UnscoredInsufficient · 0
$5,990155,960 mi

Dothan, AL

2012 Mazda MAZDA3 i Sport

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

2012 Mazda MAZDA3 i Sport

Dothan, AL

Unscored
$5,990193,265 mi

Comparison: 6 similar vehicles

Dothan, AL

2011 Toyota Corolla LE

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

2011 Toyota Corolla LE

Troy, AL

Unscored
$5,990188,923 mi

Comparison: 9 similar vehicles

Troy, AL

2011 Toyota Sienna LE

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

2011 Toyota Sienna LE

Enterprise, AL

Unscored
$6,000199,799 mi

Comparison: 5 similar vehicles

Enterprise, AL

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Elba, AL

Unscored
$6,003216,979 mi

Comparison: 24 similar vehicles

Elba, AL

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Ozark, AL

Unscored
$6,495171,076 mi

Comparison: 25 similar vehicles

Ozark, AL

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

New Brockton, AL

Unscored
$6,499152,139 mi

Comparison: 14 similar vehicles

New Brockton, AL

2014 Ford Escape S

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

2014 Ford Escape S

Kinsey, AL

Unscored
$6,500182,811 mi

Comparison: 9 similar vehicles

Kinsey, AL

2011 Jeep Grand Cherokee Laredo

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

2011 Jeep Grand Cherokee Laredo

New Brockton, AL

Unscored
$6,599152,100 mi

Comparison: 26 similar vehicles

New Brockton, AL

1999 Chevrolet Silverado LS

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

1999 Chevrolet Silverado LS

Kinsey, AL

UnscoredInsufficient · 0
$6,650268,132 mi

Kinsey, AL

2013 Nissan Armada SL

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

2013 Nissan Armada SL

Dothan, AL

UnscoredInsufficient · 4
$6,700238,546 mi

Comparison: 4 similar vehicles

Dothan, AL

2013 Dodge Avenger SXT

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

2013 Dodge Avenger SXT

Columbia, AL

UnscoredInsufficient · 4
$6,900155,524 mi

Comparison: 4 similar vehicles

Columbia, AL

2013 Hyundai Sonata SE

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

2013 Hyundai Sonata SE

Elba, AL

UnscoredInsufficient · 3
$6,903101,051 mi

Comparison: 3 similar vehicles

Elba, AL

2013 Dodge Durango Crew

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

2013 Dodge Durango Crew

Dothan, AL

Unscored
$6,990208,596 mi

Comparison: 5 similar vehicles

Dothan, AL

2013 Nissan Altima Sedan SV

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

2013 Nissan Altima Sedan SV

Dothan, AL

Unscored
$6,990218,803 mi

Comparison: 20 similar vehicles

Dothan, AL

2013 BMW 1 Series 128i

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

2013 BMW 1 Series 128i

Troy, AL

UnscoredInsufficient · 0
$6,990129,731 mi

Troy, AL

2010 Hyundai Sonata GLS

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

2010 Hyundai Sonata GLS

Dothan, AL

UnscoredInsufficient · 4
$7,000163,838 mi

Comparison: 4 similar vehicles

Dothan, AL

2014 INFINITI QX60 Base

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

2014 INFINITI QX60 Base

Troy, AL

Unscored
$7,190132,600 mi

Comparison: 31 similar vehicles

Troy, AL

2013 Ford Edge SEL

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

2013 Ford Edge SEL

New Brockton, AL

Unscored
$7,450186,179 mi

Comparison: 50 similar vehicles

New Brockton, AL

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Dothan, AL

Unscored
$7,495173,347 mi

Comparison: 48 similar vehicles

Dothan, AL

2010 Honda Accord Crosstour EX V6

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

2010 Honda Accord Crosstour EX V6

Donalsonville, GA

UnscoredInsufficient · 0
$7,500141,072 mi

Donalsonville, GA

2012 Toyota Highlander Base

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

2012 Toyota Highlander Base

Elba, AL

Unscored
$7,503277,092 mi

Comparison: 5 similar vehicles

Elba, AL

1994 Chevrolet Camaro

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

1994 Chevrolet Camaro

Ozark, AL

UnscoredInsufficient · 0
$7,690Mileage not verified

Ozark, AL

2015 Ford Taurus Limited

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

2015 Ford Taurus Limited

New Brockton, AL

UnscoredInsufficient · 0
$7,850146,169 mi

New Brockton, AL

2006 Hummer H3 Base

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

2006 Hummer H3 Base

Troy, AL

Unscored
$7,890144,729 mi

Comparison: 10 similar vehicles

Troy, AL

2011 Honda Odyssey Touring

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

2011 Honda Odyssey Touring

Jack, AL

Unscored
$7,895159,524 mi

Comparison: 5 similar vehicles

Jack, AL

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Columbia, AL

Unscored
$7,900128,937 mi

Comparison: 50 similar vehicles

Columbia, AL

2012 Honda Civic EX

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

2012 Honda Civic EX

Columbia, AL

Unscored
$7,900171,560 mi

Comparison: 22 similar vehicles

Columbia, AL

2011 BMW 3 Series 328i

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

2011 BMW 3 Series 328i

Enterprise, AL

Unscored
$7,900130,462 mi

Comparison: 13 similar vehicles

Enterprise, AL

2010 Porsche Cayenne Base

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

2010 Porsche Cayenne Base

Enterprise, AL

UnscoredInsufficient · 0
$7,900118,246 mi

Enterprise, AL

2016 Nissan Versa Sedan S Plus

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

2016 Nissan Versa Sedan S Plus

Dothan, AL

UnscoredInsufficient · 3
$7,990151,004 mi

Comparison: 3 similar vehicles

Dothan, AL

2014 GMC Acadia Denali

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

2014 GMC Acadia Denali

Dothan, AL

Unscored
$7,990198,152 mi

Comparison: 6 similar vehicles

Dothan, AL

2014 Nissan Altima S

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

2014 Nissan Altima S

Dothan, AL

Unscored
$7,990169,512 mi

Comparison: 39 similar vehicles

Dothan, AL

2013 Dodge Dart SXT

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

2013 Dodge Dart SXT

Dothan, AL

Unscored
$7,990149,950 mi

Comparison: 20 similar vehicles

Dothan, AL

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Dothan, AL

UnscoredInsufficient · 3
$7,990173,901 mi

Comparison: 3 similar vehicles

Dothan, AL

2012 Nissan Altima S

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

2012 Nissan Altima S

Dothan, AL

UnscoredInsufficient · 3
$7,990209,413 mi

Comparison: 3 similar vehicles

Dothan, AL

2014 Ford Flex Limited

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

2014 Ford Flex Limited

Dothan, AL

UnscoredInsufficient · 0
$7,995170,904 mi

Dothan, AL

2013 Chevrolet Suburban LT

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

2013 Chevrolet Suburban LT

Troy, AL

Unscored
$8,090199,652 mi

Comparison: 12 similar vehicles

Troy, AL

2013 Dodge Challenger SXT

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

2013 Dodge Challenger SXT

Troy, AL

Unscored
$8,090204,552 mi

Comparison: 25 similar vehicles

Troy, AL

2012 Chevrolet Silverado 1500 LT

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

2012 Chevrolet Silverado 1500 LT

Troy, AL

Unscored
$8,190209,785 mi

Comparison: 35 similar vehicles

Troy, 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 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

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.