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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

6,346 listings found

2026 Porsche 911

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

2026 Porsche 911

Melbourne, FL

UnscoredInsufficient · 0
$1,2782,724 mi

Melbourne, FL

2025 Porsche 911

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

2025 Porsche 911

Melbourne, FL

UnscoredInsufficient · 0
$1,2784,731 mi

Melbourne, FL

2018 Tesla Model 3

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

2018 Tesla Model 3

Melbourne, FL

UnscoredInsufficient · 0
$1,27876,445 mi

Melbourne, FL

1993 Chevrolet Corvette

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

1993 Chevrolet Corvette

Melbourne, FL

UnscoredInsufficient · 0
$1,27856,974 mi

Melbourne, FL

2005 Ford Focus ZX4 S

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

2005 Ford Focus ZX4 S

Melbourne, FL

UnscoredInsufficient · 0
$1,500102,088 mi

Melbourne, FL

2012 Volkswagen Passat S

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

2012 Volkswagen Passat S

Melbourne, FL

Unscored
$1,800181,294 mi

Comparison: 5 similar vehicles

Melbourne, FL

2008 Ford Focus SE

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

2008 Ford Focus SE

Melbourne, FL

Unscored
$2,000215,130 mi

Comparison: 10 similar vehicles

Melbourne, FL

2007 Ford Edge SEL Plus

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

2007 Ford Edge SEL Plus

Melbourne, FL

Unscored
$2,000169,682 mi

Comparison: 12 similar vehicles

Melbourne, FL

2014 Chrysler 200 Limited

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

2014 Chrysler 200 Limited

Melbourne, FL

UnscoredInsufficient · 3
$2,500168,346 mi

Comparison: 3 similar vehicles

Melbourne, FL

2014 Chevrolet Spark LS

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

2014 Chevrolet Spark LS

Melbourne, FL

Unscored
$2,500200,079 mi

Comparison: 10 similar vehicles

Melbourne, FL

2011 Ford Fusion SE

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

2011 Ford Fusion SE

Melbourne, FL

Unscored
$2,500201,765 mi

Comparison: 12 similar vehicles

Melbourne, FL

2010 Hyundai Accent GLS

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

2010 Hyundai Accent GLS

Melbourne, FL

Unscored
$2,500178,975 mi

Comparison: 7 similar vehicles

Melbourne, FL

2010 Hyundai Elantra GLS

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

2010 Hyundai Elantra GLS

Melbourne, FL

Unscored
$2,500190,288 mi

Comparison: 22 similar vehicles

Melbourne, FL

2008 Ford Focus SE

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

2008 Ford Focus SE

Melbourne, FL

Unscored
$2,500190,021 mi

Comparison: 10 similar vehicles

Melbourne, FL

2007 Ford Escape XLS

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

2007 Ford Escape XLS

Melbourne, FL

UnscoredInsufficient · 0
$2,500140,995 mi

Melbourne, FL

2006 Chevrolet TrailBlazer LS

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

2006 Chevrolet TrailBlazer LS

Melbourne, FL

Unscored
$2,500287,943 mi

Comparison: 9 similar vehicles

Melbourne, FL

2006 Toyota Corolla CE

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

2006 Toyota Corolla CE

Melbourne, FL

Unscored
$2,500245,495 mi

Comparison: 8 similar vehicles

Melbourne, FL

2006 Volvo S80 2.5T AWD A

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

2006 Volvo S80 2.5T AWD A

Melbourne, FL

UnscoredInsufficient · 0
$2,500170,801 mi

Melbourne, FL

2005 Toyota Camry LE

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

2005 Toyota Camry LE

Melbourne, FL

Unscored
$2,500298,547 mi

Comparison: 26 similar vehicles

Melbourne, FL

2001 Toyota Camry LE

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

2001 Toyota Camry LE

Melbourne, FL

UnscoredInsufficient · 0
$2,500183,235 mi

Melbourne, FL

2000 Toyota Camry LE

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

2000 Toyota Camry LE

Melbourne, FL

UnscoredInsufficient · 0
$2,500154,630 mi

Melbourne, FL

2004 Hyundai Elantra GLS

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

2004 Hyundai Elantra GLS

Melbourne, FL

UnscoredInsufficient · 0
$2,60085,266 mi

Melbourne, FL

2001 Chrysler PT Cruiser Base

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

2001 Chrysler PT Cruiser Base

Melbourne, FL

UnscoredInsufficient · 3
$2,600107,025 mi

Comparison: 3 similar vehicles

Melbourne, FL

2004 Honda Element EX

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

2004 Honda Element EX

Melbourne, FL

Unscored
$2,700Mileage not verified

Comparison: 6 similar vehicles

Melbourne, FL

2013 Chrysler Town & Country Touring

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

2013 Chrysler Town & Country Touring

Melbourne, FL

Unscored
$2,800200,374 mi

Comparison: 24 similar vehicles

Melbourne, FL

2013 Hyundai Santa Fe GLS

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

2013 Hyundai Santa Fe GLS

Melbourne, FL

Unscored
$2,800234,665 mi

Comparison: 18 similar vehicles

Melbourne, FL

2007 Nissan Altima S

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

2007 Nissan Altima S

Melbourne, FL

Unscored
$2,800204,816 mi

Comparison: 12 similar vehicles

Melbourne, FL

2003 Ford Taurus SES

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

2003 Ford Taurus SES

Melbourne, FL

Unscored
$2,800107,272 mi

Comparison: 10 similar vehicles

Melbourne, FL

1996 Chevrolet GMT400

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

1996 Chevrolet GMT400

Melbourne, FL

UnscoredInsufficient · 0
$2,900225,414 mi

Melbourne, FL

2005 Chrysler PT Cruiser Touring Edition

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

2005 Chrysler PT Cruiser Touring Edition

Melbourne, FL

Unscored
$2,955140,644 mi

Comparison: 5 similar vehicles

Melbourne, FL

2013 Hyundai Sonata Limited

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

2013 Hyundai Sonata Limited

Melbourne, FL

Unscored
$2,995265,430 mi

Comparison: 15 similar vehicles

Melbourne, FL

2009 Ford Escape XLS

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

2009 Ford Escape XLS

Melbourne, FL

Unscored
$2,995Mileage not verified

Comparison: 12 similar vehicles

Melbourne, FL

2003 Dodge Ram 1500 Pickup SLT

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

2003 Dodge Ram 1500 Pickup SLT

Melbourne, FL

Unscored
$2,995227,010 mi

Comparison: 5 similar vehicles

Melbourne, FL

2014 Kia Rio LX

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

2014 Kia Rio LX

Melbourne, FL

Unscored
$2,999189,800 mi

Comparison: 12 similar vehicles

Melbourne, FL

2013 Suzuki SX4 Sedan LE

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

2013 Suzuki SX4 Sedan LE

Melbourne, FL

UnscoredInsufficient · 0
$2,999120,754 mi

Melbourne, FL

2013 Hyundai Elantra GT Base

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

2013 Hyundai Elantra GT Base

Melbourne, FL

UnscoredInsufficient · 3
$2,999194,968 mi

Comparison: 3 similar vehicles

Melbourne, FL

2012 Hyundai Elantra Touring GLS

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

2012 Hyundai Elantra Touring GLS

Melbourne, FL

Unscored
$2,999194,968 mi

Comparison: 8 similar vehicles

Melbourne, FL

2011 Ford Fiesta SEL

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

2011 Ford Fiesta SEL

Melbourne, FL

UnscoredInsufficient · 4
$2,999104,934 mi

Comparison: 4 similar vehicles

Melbourne, FL

2008 Honda Accord LX-S

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

2008 Honda Accord LX-S

Melbourne, FL

UnscoredInsufficient · 0
$2,999184,316 mi

Melbourne, FL

2008 Saturn VUE XE

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

2008 Saturn VUE XE

Melbourne, FL

Unscored
$2,999180,562 mi

Comparison: 8 similar vehicles

Melbourne, FL

2006 Mercedes-Benz E-Class E350

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

2006 Mercedes-Benz E-Class E350

Melbourne, FL

Unscored
$2,999183,781 mi

Comparison: 10 similar vehicles

Melbourne, FL

2013 Chevrolet Spark 1LT

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

2013 Chevrolet Spark 1LT

Melbourne, FL

Unscored
$3,000121,969 mi

Comparison: 5 similar vehicles

Melbourne, FL

No Photo

2012 Chevrolet Traverse 1LT

Melbourne, FL

Unscored
$3,000168,938 mi

Comparison: 12 similar vehicles

Melbourne, FL

2009 Chevrolet Malibu 1LS

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

2009 Chevrolet Malibu 1LS

Melbourne, FL

UnscoredInsufficient · 0
$3,000157,925 mi

Melbourne, FL

2009 Toyota Corolla LE

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

2009 Toyota Corolla LE

Melbourne, FL

UnscoredInsufficient · 4
$3,000238,722 mi

Comparison: 4 similar vehicles

Melbourne, FL

2008 Jeep Patriot Sport

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

2008 Jeep Patriot Sport

Melbourne, FL

UnscoredInsufficient · 3
$3,000117,297 mi

Comparison: 3 similar vehicles

Melbourne, FL

2008 Buick LaCrosse CXL

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

2008 Buick LaCrosse CXL

Melbourne, FL

UnscoredInsufficient · 0
$3,000198,954 mi

Melbourne, FL

2008 Honda Civic EX

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

2008 Honda Civic EX

Melbourne, FL

Unscored
$3,000231,624 mi

Comparison: 8 similar vehicles

Melbourne, FL

2008 Nissan Rogue S

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

2008 Nissan Rogue S

Melbourne, FL

UnscoredInsufficient · 0
$3,000114,514 mi

Melbourne, FL

2007 Toyota Corolla CE

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

2007 Toyota Corolla CE

Melbourne, FL

UnscoredInsufficient · 3
$3,000235,460 mi

Comparison: 3 similar vehicles

Melbourne, 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 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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