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 9, 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

9,438 listings found

2002 Chevrolet Impala LS

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

2002 Chevrolet Impala LS

Tuscaloosa, AL

UnscoredInsufficient · 0
$1,300Mileage not verified

Tuscaloosa, AL

2009 Chevrolet Impala LS

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

2009 Chevrolet Impala LS

Tuscaloosa, AL

UnscoredInsufficient · 3
$2,198176,581 mi

Comparison: 3 similar vehicles

Tuscaloosa, AL

No Photo

2004 Kia Rio Base

Tuscaloosa, AL

UnscoredInsufficient · 0
$2,315Mileage not verified

Tuscaloosa, AL

1999 Jeep Grand Cherokee LAREDO

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

1999 Jeep Grand Cherokee LAREDO

Tuscaloosa, AL

UnscoredInsufficient · 0
$2,437Mileage not verified

Tuscaloosa, AL

2017 Nissan Sentra SV

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

2017 Nissan Sentra SV

Tuscaloosa, AL

Unscored
$2,500177,575 mi

Comparison: 5 similar vehicles

Tuscaloosa, AL

2005 Chrysler Town & Country Touring

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

2005 Chrysler Town & Country Touring

Tuscaloosa, AL

UnscoredInsufficient · 0
$2,508148,497 mi

Tuscaloosa, AL

2012 Honda Pilot Touring

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

2012 Honda Pilot Touring

Tuscaloosa, AL

UnscoredInsufficient · 3
$2,986214,560 mi

Comparison: 3 similar vehicles

Tuscaloosa, AL

2007 Mercury Milan Premier

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

2007 Mercury Milan Premier

Aliceville, AL

UnscoredInsufficient · 0
$2,990286,678 mi

Aliceville, AL

2004 Ford Expedition Eddie Bauer

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

2004 Ford Expedition Eddie Bauer

Aliceville, AL

Unscored
$2,990321,163 mi

Comparison: 15 similar vehicles

Aliceville, AL

2004 Chevrolet Express Base

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

2004 Chevrolet Express Base

Bessemer, AL

UnscoredInsufficient · 3
$3,000347,084 mi

Comparison: 3 similar vehicles

Bessemer, AL

2002 Toyota Camry LE

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

2002 Toyota Camry LE

Northport, AL

Unscored
$3,000248,000 mi

Comparison: 6 similar vehicles

Northport, AL

2015 Dodge Dart GT

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

2015 Dodge Dart GT

Woodstock, AL

UnscoredInsufficient · 0
$3,200Mileage not verified

Woodstock, AL

2012 Ford Fusion SEL

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

2012 Ford Fusion SEL

Woodstock, AL

Salvage title
$3,200165,369 mi

Woodstock, AL

2005 Jeep Grand Cherokee Limited

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

2005 Jeep Grand Cherokee Limited

Northport, AL

UnscoredInsufficient · 0
$3,277276,766 mi

Northport, AL

2009 Kia Spectra EX

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

2009 Kia Spectra EX

Hueytown, AL

UnscoredInsufficient · 0
$3,400210,280 mi

Hueytown, AL

2007 Jeep Grand Cherokee Laredo

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

2007 Jeep Grand Cherokee Laredo

Hueytown, AL

UnscoredInsufficient · 0
$3,450230,984 mi

Hueytown, AL

2006 Chrysler PT Cruiser Touring Edition

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

2006 Chrysler PT Cruiser Touring Edition

Hueytown, AL

UnscoredInsufficient · 0
$3,450132,938 mi

Hueytown, AL

2008 Chrysler PT Cruiser Base

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

2008 Chrysler PT Cruiser Base

Hueytown, AL

UnscoredInsufficient · 0
$3,495172,220 mi

Hueytown, AL

2008 Volkswagen Jetta S

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

2008 Volkswagen Jetta S

Tuscaloosa, AL

UnscoredInsufficient · 0
$3,500208,369 mi

Tuscaloosa, AL

1999 Chevrolet C2500 CHEYENNE

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

1999 Chevrolet C2500 CHEYENNE

Carrollton, AL

UnscoredInsufficient · 0
$3,500173,974 mi

Carrollton, AL

2002 Ford Ranger XL

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

2002 Ford Ranger XL

Tuscaloosa, AL

UnscoredInsufficient · 0
$3,569245,953 mi

Tuscaloosa, AL

2013 Dodge Journey SE

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

2013 Dodge Journey SE

Hueytown, AL

UnscoredInsufficient · 3
$3,590207,120 mi

Comparison: 3 similar vehicles

Hueytown, AL

2002 Cadillac DeVille Base

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

2002 Cadillac DeVille Base

Bessemer, AL

UnscoredInsufficient · 0
$3,590126,085 mi

Bessemer, AL

2014 Chevrolet Equinox 2LT

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

2014 Chevrolet Equinox 2LT

Hueytown, AL

Unscored
$3,650287,017 mi

Comparison: 7 similar vehicles

Hueytown, AL

2014 Kia Soul Base

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

2014 Kia Soul Base

Hueytown, AL

UnscoredInsufficient · 4
$3,650254,656 mi

Comparison: 4 similar vehicles

Hueytown, AL

2010 Nissan Altima S

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

2010 Nissan Altima S

Hueytown, AL

Unscored
$3,650211,470 mi

Comparison: 21 similar vehicles

Hueytown, AL

2009 Nissan Versa S

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

2009 Nissan Versa S

Hueytown, AL

UnscoredInsufficient · 4
$3,650110,278 mi

Comparison: 4 similar vehicles

Hueytown, AL

2009 Nissan Murano SL

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

2009 Nissan Murano SL

Hueytown, AL

UnscoredInsufficient · 4
$3,650230,348 mi

Comparison: 4 similar vehicles

Hueytown, AL

2004 Jeep Grand Cherokee Laredo

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

2004 Jeep Grand Cherokee Laredo

Hueytown, AL

Unscored
$3,650209,833 mi

Comparison: 5 similar vehicles

Hueytown, AL

2013 Chevrolet Spark LS

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

2013 Chevrolet Spark LS

Hueytown, AL

UnscoredInsufficient · 0
$3,750165,015 mi

Hueytown, AL

2015 Ford Fusion Hybrid SE

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

2015 Ford Fusion Hybrid SE

Hueytown, AL

Salvage title
$3,850243,226 mi

Hueytown, AL

2013 Nissan Sentra SV

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

2013 Nissan Sentra SV

Hueytown, AL

Unscored
$3,850219,567 mi

Comparison: 19 similar vehicles

Hueytown, AL

2010 Jeep Liberty Sport

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

2010 Jeep Liberty Sport

Woodstock, AL

UnscoredInsufficient · 4
$3,850180,051 mi

Comparison: 4 similar vehicles

Woodstock, AL

2010 Ford Fusion SEL

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

2010 Ford Fusion SEL

Hueytown, AL

UnscoredInsufficient · 0
$3,850233,489 mi

Hueytown, AL

2013 Dodge Charger SE

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

2013 Dodge Charger SE

Tuscaloosa, AL

UnscoredInsufficient · 3
$3,900196,405 mi

Comparison: 3 similar vehicles

Tuscaloosa, AL

1996 Ford F-150

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

1996 Ford F-150

Tuscaloosa, AL

UnscoredInsufficient · 0
$3,950Mileage not verified

Tuscaloosa, AL

2014 Ford Escape SE

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

2014 Ford Escape SE

Hueytown, AL

Unscored
$3,975137,534 mi

Comparison: 7 similar vehicles

Hueytown, AL

2002 Chevrolet Suburban LS

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

2002 Chevrolet Suburban LS

Hueytown, AL

UnscoredInsufficient · 3
$3,975297,262 mi

Comparison: 3 similar vehicles

Hueytown, AL

2018 Nissan Versa Sedan SV

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

2018 Nissan Versa Sedan SV

Hueytown, AL

Unscored
$3,995171,736 mi

Comparison: 14 similar vehicles

Hueytown, AL

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Hueytown, AL

UnscoredInsufficient · 3
$3,995200,445 mi

Comparison: 3 similar vehicles

Hueytown, AL

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Hueytown, AL

Unscored
$3,995182,217 mi

Comparison: 21 similar vehicles

Hueytown, AL

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Hueytown, AL

UnscoredInsufficient · 4
$3,995176,210 mi

Comparison: 4 similar vehicles

Hueytown, AL

2012 Hyundai Santa Fe SE

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

2012 Hyundai Santa Fe SE

Hueytown, AL

UnscoredInsufficient · 0
$3,995200,708 mi

Hueytown, AL

2011 Chevrolet Equinox 1LT

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

2011 Chevrolet Equinox 1LT

Hueytown, AL

UnscoredInsufficient · 4
$3,995114,854 mi

Comparison: 4 similar vehicles

Hueytown, AL

2011 Ford Edge SE

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

2011 Ford Edge SE

Hueytown, AL

Unscored
$3,995236,374 mi

Comparison: 6 similar vehicles

Hueytown, AL

2010 Jeep Commander Sport

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

2010 Jeep Commander Sport

Hueytown, AL

UnscoredInsufficient · 0
$3,995158,520 mi

Hueytown, AL

2008 Nissan Xterra X

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

2008 Nissan Xterra X

Hueytown, AL

UnscoredInsufficient · 4
$3,995228,463 mi

Comparison: 4 similar vehicles

Hueytown, AL

2007 Nissan Sentra SE-R

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

2007 Nissan Sentra SE-R

Hueytown, AL

UnscoredInsufficient · 0
$3,995152,064 mi

Hueytown, AL

2007 Hyundai Santa Fe SE

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

2007 Hyundai Santa Fe SE

Hueytown, AL

Unscored
$3,995188,346 mi

Comparison: 6 similar vehicles

Hueytown, AL

2006 Ford Explorer XLT

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

2006 Ford Explorer XLT

Hueytown, AL

UnscoredInsufficient · 4
$3,995247,418 mi

Comparison: 4 similar vehicles

Hueytown, 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.