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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 12, 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

1,042 listings found

2002 Cadillac Seville STS

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

2002 Cadillac Seville STS

Florence, AL

UnscoredInsufficient · 0
$2,499171,234 mi

Florence, AL

2008 Hyundai Entourage GLS

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

2008 Hyundai Entourage GLS

Florence, AL

UnscoredInsufficient · 0
$2,795249,759 mi

Florence, AL

2007 Hyundai Azera SE

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

2007 Hyundai Azera SE

Florence, AL

UnscoredInsufficient · 0
$3,300178,300 mi

Florence, AL

2008 Suzuki SX4 Sport Convenience

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

2008 Suzuki SX4 Sport Convenience

Florence, AL

UnscoredInsufficient · 0
$3,800180,300 mi

Florence, AL

2005 Lexus ES 330

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

2005 Lexus ES 330

Florence, AL

Unscored
$3,800Mileage not verified

Comparison: 7 similar vehicles

Florence, AL

2014 Ford Focus S

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

2014 Ford Focus S

Florence, AL

UnscoredInsufficient · 0
$4,499160,157 mi

Florence, AL

2012 Hyundai Veloster Base

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

2012 Hyundai Veloster Base

Florence, AL

Unscored
$4,499134,024 mi

Comparison: 6 similar vehicles

Florence, AL

2004 Nissan Xterra XE

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

2004 Nissan Xterra XE

Florence, AL

UnscoredInsufficient · 0
$4,900165,265 mi

Florence, AL

2015 Nissan Sentra SV

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

2015 Nissan Sentra SV

Florence, AL

Unscored
$4,999143,249 mi

Comparison: 21 similar vehicles

Florence, AL

2012 Dodge Journey SXT

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

2012 Dodge Journey SXT

Florence, AL

Unscored
$4,999176,212 mi

Comparison: 8 similar vehicles

Florence, AL

2006 Ford Explorer XLT

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

2006 Ford Explorer XLT

Florence, AL

Unscored
$5,405104,800 mi

Comparison: 5 similar vehicles

Florence, AL

2015 Chevrolet Sonic LT

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

2015 Chevrolet Sonic LT

Florence, AL

Unscored
$5,500146,423 mi

Comparison: 5 similar vehicles

Florence, AL

2015 FIAT 500 Pop

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

2015 FIAT 500 Pop

Florence, AL

Unscored
$5,500103,300 mi

Comparison: 5 similar vehicles

Florence, AL

2015 Ford Fusion SE

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

2015 Ford Fusion SE

Florence, AL

Unscored
$5,500224,146 mi

Comparison: 41 similar vehicles

Florence, AL

2011 Chrysler Town & Country Limited

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

2011 Chrysler Town & Country Limited

Florence, AL

UnscoredInsufficient · 3
$5,800121,814 mi

Comparison: 3 similar vehicles

Florence, AL

2010 Nissan Altima S

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

2010 Nissan Altima S

Florence, AL

Unscored
$5,800213,092 mi

Comparison: 21 similar vehicles

Florence, AL

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Florence, AL

Unscored
$5,900219,690 mi

Comparison: 47 similar vehicles

Florence, AL

2013 Chevrolet Express Cargo Work Van

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

2013 Chevrolet Express Cargo Work Van

Florence, AL

Unscored
$5,900298,019 mi

Comparison: 11 similar vehicles

Florence, AL

2010 Toyota Corolla S

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

2010 Toyota Corolla S

Florence, AL

Unscored
$5,900211,708 mi

Comparison: 18 similar vehicles

Florence, AL

2007 GMC Yukon XL

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

2007 GMC Yukon XL

Florence, AL

UnscoredInsufficient · 0
$5,900257,830 mi

Florence, AL

2002 Chrysler PT Cruiser LIMITED

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

2002 Chrysler PT Cruiser LIMITED

Florence, AL

UnscoredInsufficient · 0
$5,988140,714 mi

Florence, AL

2015 Audi Q3 Prestige

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

2015 Audi Q3 Prestige

Florence, AL

UnscoredInsufficient · 0
$5,999110,468 mi

Florence, AL

2008 Honda Accord LX

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

2008 Honda Accord LX

Florence, AL

Unscored
$5,999215,960 mi

Comparison: 10 similar vehicles

Florence, AL

2017 Mitsubishi Outlander Sport ES

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

2017 Mitsubishi Outlander Sport ES

Florence, AL

UnscoredInsufficient · 0
$6,499135,864 mi

Florence, AL

2015 Nissan Versa Note SV

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

2015 Nissan Versa Note SV

Florence, AL

Unscored
$6,500130,000 mi

Comparison: 12 similar vehicles

Florence, AL

2013 Ford Flex SEL

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

2013 Ford Flex SEL

Florence, AL

UnscoredInsufficient · 3
$6,900209,708 mi

Comparison: 3 similar vehicles

Florence, AL

2018 Hyundai Santa Fe Sport

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

2018 Hyundai Santa Fe Sport

Florence, AL

Unscored
$6,999127,192 mi

Comparison: 50 similar vehicles

Florence, AL

2004 Ford F-150 FX4

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

2004 Ford F-150 FX4

Florence, AL

UnscoredInsufficient · 4
$6,999169,694 mi

Comparison: 4 similar vehicles

Florence, AL

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Florence, AL

Unscored
$7,500158,000 mi

Comparison: 51 similar vehicles

Florence, AL

2010 Volkswagen New Beetle Base

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

2010 Volkswagen New Beetle Base

Florence, AL

UnscoredInsufficient · 0
$7,59998,887 mi

Florence, AL

2010 MINI Cooper Base

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

2010 MINI Cooper Base

Florence, AL

UnscoredInsufficient · 0
$7,700100,200 mi

Florence, AL

2016 Mitsubishi Outlander SE

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

2016 Mitsubishi Outlander SE

Florence, AL

UnscoredInsufficient · 0
$7,797147,785 mi

Florence, AL

2014 Nissan Versa Note SV

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

2014 Nissan Versa Note SV

Florence, AL

Fair PriceLimited · 11
$7,800112,927 mi

Market: $3,450 – $9,495

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 492 days listed (based on current market benchmarks)

Florence, AL

2012 Volkswagen Passat SE

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

2012 Volkswagen Passat SE

Florence, AL

Unscored
$7,800140,440 mi

Comparison: 8 similar vehicles

Florence, AL

2012 Chevrolet Malibu 2LZ

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

2012 Chevrolet Malibu 2LZ

Florence, AL

UnscoredInsufficient · 0
$7,900175,100 mi

Florence, AL

2016 Hyundai Veloster Base

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

2016 Hyundai Veloster Base

Florence, AL

Unscored
$7,988150,695 mi

Comparison: 19 similar vehicles

Florence, AL

2014 Mercedes-Benz GLK-Class GLK350

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

2014 Mercedes-Benz GLK-Class GLK350

Florence, AL

Unscored
$7,988165,798 mi

Comparison: 5 similar vehicles

Florence, AL

2011 Acura MDX Technology Package

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

2011 Acura MDX Technology Package

Florence, AL

Unscored
$7,988215,080 mi

Comparison: 11 similar vehicles

Florence, AL

2015 Chevrolet Spark 1LT

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

2015 Chevrolet Spark 1LT

Florence, AL

UnscoredInsufficient · 4
$7,995111,875 mi

Comparison: 4 similar vehicles

Florence, AL

2019 Nissan Sentra SR

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

2019 Nissan Sentra SR

Florence, AL

Unscored
$7,999104,005 mi

Comparison: 7 similar vehicles

Florence, AL

2017 Honda Accord LX

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

2017 Honda Accord LX

Florence, AL

Unscored
$7,999140,229 mi

Comparison: 16 similar vehicles

Florence, AL

2013 Ford Mustang V6 Premium

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

2013 Ford Mustang V6 Premium

Florence, AL

UnscoredInsufficient · 3
$7,999144,916 mi

Comparison: 3 similar vehicles

Florence, AL

2013 Ford Mustang V6 Premium

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

2013 Ford Mustang V6 Premium

Florence, AL

UnscoredInsufficient · 3
$7,999144,482 mi

Comparison: 3 similar vehicles

Florence, AL

2012 Nissan Titan SV

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

2012 Nissan Titan SV

Florence, AL

UnscoredInsufficient · 4
$7,999164,891 mi

Comparison: 4 similar vehicles

Florence, AL

2014 Toyota Sienna LE

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

2014 Toyota Sienna LE

Florence, AL

Unscored
$8,200211,598 mi

Comparison: 7 similar vehicles

Florence, AL

2018 Nissan Versa Note SV

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

2018 Nissan Versa Note SV

Florence, AL

UnscoredInsufficient · 0
$8,50056,500 mi

Florence, AL

2012 Ford Explorer Limited

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

2012 Ford Explorer Limited

Florence, AL

Unscored
$8,500199,862 mi

Comparison: 6 similar vehicles

Florence, AL

2010 GMC Yukon Denali

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

2010 GMC Yukon Denali

Florence, AL

UnscoredInsufficient · 0
$8,500258,765 mi

Florence, AL

2017 Chevrolet Trax LS

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

2017 Chevrolet Trax LS

Florence, AL

Unscored
$8,80099,000 mi

Comparison: 6 similar vehicles

Florence, AL

2017 Nissan Sentra SR

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

2017 Nissan Sentra SR

Florence, AL

Unscored
$8,800124,800 mi

Comparison: 10 similar vehicles

Florence, 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

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