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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 · October 19, 2026

6M+

Unique vehicles analyzed

as of October 19, 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

19,987 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
$1,2783,150 mi

Melbourne, FL

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

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

2008 Toyota Corolla CE

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

2008 Toyota Corolla CE

Melbourne, FL

UnscoredLimited · 12
$1,600196,219 mi

Comparison: 12 similar vehicles

Melbourne, FL

2007 Ford Taurus SE

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

2007 Ford Taurus SE

Fort Pierce, FL

UnscoredInsufficient · 0
$1,999213,312 mi

Fort Pierce, FL

No Photo

2007 Chrysler PT Cruiser Touring Edition

Fort Pierce, FL

UnscoredInsufficient · 3
$1,999168,660 mi

Comparison: 3 similar vehicles

Fort Pierce, FL

2006 Mazda Tribute s

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

2006 Mazda Tribute s

Fort Pierce, FL

UnscoredInsufficient · 0
$1,999256,976 mi

Fort Pierce, FL

2004 Chrysler Town & Country LX

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

2004 Chrysler Town & Country LX

Fort Pierce, FL

UnscoredInsufficient · 0
$1,999164,416 mi

Fort Pierce, FL

2006 Cadillac CTS 2.8

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

2006 Cadillac CTS 2.8

Melbourne, FL

UnscoredInsufficient · 0
$2,200250,000 mi

Melbourne, FL

2006 Chrysler PT Cruiser Base

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

2006 Chrysler PT Cruiser Base

Okeechobee, FL

UnscoredInsufficient · 0
$2,252137,617 mi

Okeechobee, FL

2003 Honda Accord EX

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

2003 Honda Accord EX

Melbourne, FL

UnscoredLimited · 11
$2,400150,000 mi

Comparison: 11 similar vehicles

Melbourne, FL

2016 Kia Soul Base

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

2016 Kia Soul Base

Port St. Lucie, FL

UnscoredRobust · 94
$2,495206,000 mi

Comparison: 94 similar vehicles

Port St. Lucie, FL

2006 Toyota Avalon Limited

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

2006 Toyota Avalon Limited

Port St. Lucie, FL

UnscoredInsufficient · 3
$2,495234,494 mi

Comparison: 3 similar vehicles

Port St. Lucie, FL

2013 Chevrolet Cruze LS

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

2013 Chevrolet Cruze LS

Fort Pierce, FL

UnscoredLimited · 19
$2,499Mileage not verified

Comparison: 19 similar vehicles

Fort Pierce, FL

2010 Buick LaCrosse CXL

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

2010 Buick LaCrosse CXL

Fort Pierce, FL

UnscoredLimited · 9
$2,499173,263 mi

Comparison: 9 similar vehicles

Fort Pierce, FL

No Photo

2009 Nissan Altima S

Fort Pierce, FL

UnscoredLimited · 19
$2,499198,545 mi

Comparison: 19 similar vehicles

Fort Pierce, FL

2006 Hyundai Tucson Limited

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

2006 Hyundai Tucson Limited

Port St. Lucie, FL

UnscoredInsufficient · 0
$2,499162,739 mi

Port St. Lucie, FL

No Photo

2002 Chrysler PT Cruiser LIMITED

Fort Pierce, FL

UnscoredInsufficient · 3
$2,499124,570 mi

Comparison: 3 similar vehicles

Fort Pierce, 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 · 0
$2,500168,346 mi

Melbourne, FL

2014 Kia Soul +

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

2014 Kia Soul +

Fort Pierce, FL

UnscoredModerate · 27
$2,500189,000 mi

Comparison: 27 similar vehicles

Fort Pierce, 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

UnscoredModerate · 25
$2,500201,765 mi

Comparison: 25 similar vehicles

Melbourne, FL

2010 Ford Focus SE

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

2010 Ford Focus SE

Melbourne, FL

UnscoredLimited · 6
$2,500183,535 mi

Comparison: 6 similar vehicles

Melbourne, FL

2010 Chevrolet Malibu Fleet

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

2010 Chevrolet Malibu Fleet

Melbourne, FL

UnscoredInsufficient · 0
$2,50090,166 mi

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

UnscoredRobust · 55
$2,500190,288 mi

Comparison: 55 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

UnscoredLimited · 9
$2,500190,021 mi

Comparison: 9 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

UnscoredLimited · 9
$2,500215,130 mi

Comparison: 9 similar vehicles

Melbourne, FL

2007 Ford Five Hundred SEL

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

2007 Ford Five Hundred SEL

Melbourne, FL

UnscoredInsufficient · 0
$2,500162,975 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

UnscoredLimited · 10
$2,500287,943 mi

Comparison: 10 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

UnscoredLimited · 10
$2,500298,547 mi

Comparison: 10 similar vehicles

Melbourne, FL

2005 Honda CR-V LX

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

2005 Honda CR-V LX

Melbourne, FL

UnscoredInsufficient · 3
$2,500231,968 mi

Comparison: 3 similar vehicles

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

No Photo

2008 Honda Accord EX-L V6

Fort Pierce, FL

UnscoredLimited · 6
$2,700300,000 mi

Comparison: 6 similar vehicles

Fort Pierce, 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

UnscoredLimited · 7
$2,700Mileage not verified

Comparison: 7 similar vehicles

Melbourne, 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

Melbourne, FL

UnscoredInsufficient · 3
$2,800167,943 mi

Comparison: 3 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

UnscoredLimited · 18
$2,800234,665 mi

Comparison: 18 similar vehicles

Melbourne, FL

2012 Chevrolet Malibu 2LT

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

2012 Chevrolet Malibu 2LT

Melbourne, FL

UnscoredInsufficient · 3
$2,800172,200 mi

Comparison: 3 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

UnscoredLimited · 12
$2,800204,816 mi

Comparison: 12 similar vehicles

Melbourne, FL

2006 Jeep Liberty Sport

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

2006 Jeep Liberty Sport

Melbourne, FL

UnscoredLimited · 6
$2,800121,000 mi

Comparison: 6 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

UnscoredInsufficient · 0
$2,800107,272 mi

Melbourne, FL

2005 Scion xB Base

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

2005 Scion xB Base

Palm Bay, FL

UnscoredInsufficient · 3
$2,850244,958 mi

Comparison: 3 similar vehicles

Palm Bay, 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

2002 Toyota Corolla LE

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

2002 Toyota Corolla LE

Fort Pierce, FL

UnscoredInsufficient · 0
$2,950144,000 mi

Fort Pierce, 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

UnscoredLimited · 16
$2,995265,430 mi

Comparison: 16 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

UnscoredLimited · 5
$2,995Mileage not verified

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

UnscoredLimited · 12
$2,999189,800 mi

Comparison: 12 similar vehicles

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

UnscoredLimited · 10
$2,999194,968 mi

Comparison: 10 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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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