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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 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

2,412 listings found

2010 Ford Focus SE

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

2010 Ford Focus SE

Leesburg, FL

Unscored
$1,995170,921 mi

Comparison: 12 similar vehicles

Leesburg, FL

2007 Kia Spectra EX

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

2007 Kia Spectra EX

Leesburg, FL

UnscoredInsufficient · 0
$1,995140,553 mi

Leesburg, FL

2009 Mercury Milan Premier

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

2009 Mercury Milan Premier

Leesburg, FL

UnscoredInsufficient · 0
$2,495142,654 mi

Leesburg, FL

2006 Buick Terraza CXL

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

2006 Buick Terraza CXL

Leesburg, FL

UnscoredInsufficient · 0
$2,495144,781 mi

Leesburg, FL

2005 Pontiac G6 Base

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

2005 Pontiac G6 Base

Leesburg, FL

UnscoredInsufficient · 0
$2,495153,979 mi

Leesburg, FL

1999 Chevrolet Monte Carlo Z34

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

1999 Chevrolet Monte Carlo Z34

Leesburg, FL

UnscoredInsufficient · 0
$2,495172,517 mi

Leesburg, FL

2008 Ford Edge Limited

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

2008 Ford Edge Limited

Leesburg, FL

UnscoredInsufficient · 4
$2,500145,537 mi

Comparison: 4 similar vehicles

Leesburg, FL

2012 Ford Focus SE

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

2012 Ford Focus SE

Leesburg, FL

Unscored
$2,995151,131 mi

Comparison: 17 similar vehicles

Leesburg, FL

2010 Chrysler Town & Country LX

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

2010 Chrysler Town & Country LX

Leesburg, FL

UnscoredInsufficient · 3
$2,995202,600 mi

Comparison: 3 similar vehicles

Leesburg, FL

2008 Ford Focus SE

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

2008 Ford Focus SE

Leesburg, FL

Unscored
$2,995142,265 mi

Comparison: 6 similar vehicles

Leesburg, FL

2008 Saturn VUE XE

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

2008 Saturn VUE XE

Leesburg, FL

Unscored
$2,995171,413 mi

Comparison: 8 similar vehicles

Leesburg, FL

2006 Jaguar S-Type V6

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

2006 Jaguar S-Type V6

Leesburg, FL

UnscoredInsufficient · 0
$2,995142,772 mi

Leesburg, FL

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

Leesburg, FL

UnscoredInsufficient · 4
$2,995207,831 mi

Comparison: 4 similar vehicles

Leesburg, FL

2003 Mazda Tribute LX

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

2003 Mazda Tribute LX

Leesburg, FL

UnscoredInsufficient · 3
$2,995186,345 mi

Comparison: 3 similar vehicles

Leesburg, FL

2010 Volvo XC60 3.2

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

2010 Volvo XC60 3.2

Leesburg, FL

UnscoredInsufficient · 0
$3,000149,687 mi

Leesburg, FL

2006 Toyota Avalon Limited

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

2006 Toyota Avalon Limited

Leesburg, FL

UnscoredInsufficient · 3
$3,099251,398 mi

Comparison: 3 similar vehicles

Leesburg, FL

2005 Kia Spectra LX

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

2005 Kia Spectra LX

Leesburg, FL

UnscoredInsufficient · 0
$3,49082,242 mi

Leesburg, FL

2009 Ford Focus SES

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

2009 Ford Focus SES

Leesburg, FL

UnscoredInsufficient · 0
$3,495163,033 mi

Leesburg, FL

2006 Pontiac G6 GT

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

2006 Pontiac G6 GT

Leesburg, FL

UnscoredInsufficient · 0
$3,495150,831 mi

Leesburg, FL

2005 Dodge Caravan SE

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

2005 Dodge Caravan SE

Leesburg, FL

UnscoredInsufficient · 0
$3,495120,299 mi

Leesburg, FL

2002 Chevrolet TrailBlazer LT

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

2002 Chevrolet TrailBlazer LT

Leesburg, FL

UnscoredInsufficient · 0
$3,495183,001 mi

Leesburg, FL

2012 Honda CR-V LX

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

2012 Honda CR-V LX

Leesburg, FL

Unscored
$3,500274,055 mi

Comparison: 7 similar vehicles

Leesburg, FL

2012 Mazda MAZDA3 s Touring

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

2012 Mazda MAZDA3 s Touring

Leesburg, FL

UnscoredInsufficient · 0
$3,500164,111 mi

Leesburg, FL

2008 Lexus IS 250

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

2008 Lexus IS 250

Leesburg, FL

Unscored
$3,500249,777 mi

Comparison: 10 similar vehicles

Leesburg, FL

2006 Ford Fusion SEL

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

2006 Ford Fusion SEL

Leesburg, FL

UnscoredInsufficient · 0
$3,695106,567 mi

Leesburg, FL

2012 Hyundai Accent SE

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

2012 Hyundai Accent SE

Leesburg, FL

UnscoredInsufficient · 0
$3,750127,952 mi

Leesburg, FL

2010 Nissan Altima Base

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

2010 Nissan Altima Base

Leesburg, FL

Unscored
$3,750196,089 mi

Comparison: 12 similar vehicles

Leesburg, FL

2013 Land Rover Range Rover Sport HSE

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

2013 Land Rover Range Rover Sport HSE

Leesburg, FL

Unscored
$3,799168,735 mi

Comparison: 5 similar vehicles

Leesburg, FL

2011 Volkswagen Jetta SportWagen S

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

2011 Volkswagen Jetta SportWagen S

Leesburg, FL

UnscoredInsufficient · 0
$3,799131,597 mi

Leesburg, FL

2012 Nissan Rogue S

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

2012 Nissan Rogue S

Leesburg, FL

Unscored
$3,995170,990 mi

Comparison: 10 similar vehicles

Leesburg, FL

2010 Chrysler Town & Country Touring

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

2010 Chrysler Town & Country Touring

Leesburg, FL

Unscored
$3,995214,435 mi

Comparison: 19 similar vehicles

Leesburg, FL

2010 BMW 5 Series 528i

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

2010 BMW 5 Series 528i

Leesburg, FL

UnscoredInsufficient · 0
$3,995214,035 mi

Leesburg, FL

2009 Ford Fusion SE

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

2009 Ford Fusion SE

Leesburg, FL

UnscoredInsufficient · 0
$3,995164,777 mi

Leesburg, FL

2009 Nissan Versa SL

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

2009 Nissan Versa SL

Leesburg, FL

UnscoredInsufficient · 0
$3,995148,444 mi

Leesburg, FL

2008 Subaru Outback R L.L. Bean

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

2008 Subaru Outback R L.L. Bean

Leesburg, FL

UnscoredInsufficient · 0
$3,995139,052 mi

Leesburg, FL

2006 Dodge Grand Caravan SXT

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

2006 Dodge Grand Caravan SXT

Leesburg, FL

UnscoredInsufficient · 0
$3,995122,066 mi

Leesburg, FL

2004 Subaru Forester X

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

2004 Subaru Forester X

Leesburg, FL

UnscoredInsufficient · 0
$3,995142,241 mi

Leesburg, FL

2006 Hyundai Azera Limited

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

2006 Hyundai Azera Limited

Leesburg, FL

UnscoredInsufficient · 0
$3,999139,558 mi

Leesburg, FL

2015 Jeep Cherokee Latitude

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

2015 Jeep Cherokee Latitude

Leesburg, FL

Unscored
$4,000146,617 mi

Comparison: 37 similar vehicles

Leesburg, FL

2016 Chevrolet Impala Limited 1LZ

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

2016 Chevrolet Impala Limited 1LZ

Leesburg, FL

UnscoredInsufficient · 0
$4,294162,027 mi

Leesburg, FL

2013 Dodge Dart SE

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

2013 Dodge Dart SE

Leesburg, FL

UnscoredInsufficient · 0
$4,495116,628 mi

Leesburg, FL

2008 Saturn Aura XE

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

2008 Saturn Aura XE

Leesburg, FL

UnscoredInsufficient · 0
$4,495100,850 mi

Leesburg, FL

2015 Nissan Rogue Select S

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

2015 Nissan Rogue Select S

Leesburg, FL

Fair PriceRobust · 53
$4,499Mileage not verified

Market: $1,595 – $12,394

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 621 days listed (based on current market benchmarks)

Leesburg, FL

2012 Dodge Journey Crew

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

2012 Dodge Journey Crew

Leesburg, FL

UnscoredInsufficient · 0
$4,499120,205 mi

Leesburg, FL

2010 Suzuki Grand Vitara XSport

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

2010 Suzuki Grand Vitara XSport

Leesburg, FL

UnscoredInsufficient · 0
$4,499Mileage not verified

Leesburg, FL

2009 Nissan Murano LE

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

2009 Nissan Murano LE

Leesburg, FL

UnscoredInsufficient · 3
$4,499Mileage not verified

Comparison: 3 similar vehicles

Leesburg, FL

2001 Mercedes-Benz SLK SLK230 Kompressor

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

2001 Mercedes-Benz SLK SLK230 Kompressor

Leesburg, FL

UnscoredInsufficient · 0
$4,499109,357 mi

Leesburg, FL

2015 Kia Soul Base

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

2015 Kia Soul Base

Leesburg, FL

Unscored
$4,500154,529 mi

Comparison: 6 similar vehicles

Leesburg, FL

2011 Toyota Camry LE

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

2011 Toyota Camry LE

Leesburg, FL

Unscored
$4,500254,000 mi

Comparison: 10 similar vehicles

Leesburg, FL

2016 Nissan Altima S

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

2016 Nissan Altima S

Leesburg, FL

Unscored
$4,950124,283 mi

Comparison: 49 similar vehicles

Leesburg, FL

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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