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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 8, 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

50,000+ listings found(add a location or filter to narrow results)

2013 Chrysler 300 Motown

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

2013 Chrysler 300 Motown

Orlando, FL

UnscoredInsufficient · 0
$1,300214,982 mi

Orlando, FL

2007 Hyundai Tucson GLS

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

2007 Hyundai Tucson GLS

Orlando, FL

UnscoredInsufficient · 0
$1,500156,997 mi

Orlando, FL

2000 Mercury Sable LS PREMIUM

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

2000 Mercury Sable LS PREMIUM

Deland, FL

UnscoredInsufficient · 0
$1,595100,645 mi

Deland, FL

2013 Ford C-Max SE

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

2013 Ford C-Max SE

Deland, FL

UnscoredInsufficient · 3
$1,695Mileage not verified

Comparison: 3 similar vehicles

Deland, FL

2003 Mercedes-Benz E-Class E320

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

2003 Mercedes-Benz E-Class E320

Deland, FL

UnscoredInsufficient · 0
$1,695Mileage not verified

Deland, FL

2001 Hyundai Santa Fe GLS

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

2001 Hyundai Santa Fe GLS

Longwood, FL

UnscoredInsufficient · 0
$1,695152,356 mi

Longwood, FL

2007 Hyundai Santa Fe Limited

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

2007 Hyundai Santa Fe Limited

DeLand, FL

UnscoredInsufficient · 4
$1,800237,368 mi

Comparison: 4 similar vehicles

DeLand, FL

2003 Cadillac Escalade ESV Base

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

2003 Cadillac Escalade ESV Base

Eustis, FL

UnscoredInsufficient · 0
$1,800180,424 mi

Eustis, FL

2003 Lexus ES 300

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

2003 Lexus ES 300

Orlando, FL

UnscoredInsufficient · 4
$1,800190,092 mi

Comparison: 4 similar vehicles

Orlando, FL

2015 Ford Fiesta SE

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

2015 Ford Fiesta SE

Orlando, FL

UnscoredInsufficient · 3
$1,813160,000 mi

Comparison: 3 similar vehicles

Orlando, FL

2010 Chevrolet Impala LT

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

2010 Chevrolet Impala LT

Deland, FL

Unscored
$1,995Mileage not verified

Comparison: 6 similar vehicles

Deland, FL

2008 Ford Escape XLT

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

2008 Ford Escape XLT

Longwood, FL

Unscored
$1,995193,871 mi

Comparison: 10 similar vehicles

Longwood, FL

2012 Nissan Sentra SR

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

2012 Nissan Sentra SR

Daytona Beach, FL

Unscored
$1,999215,420 mi

Comparison: 12 similar vehicles

Daytona Beach, FL

2009 Chrysler PT Cruiser Touring Edition

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

2009 Chrysler PT Cruiser Touring Edition

Daytona Beach, FL

UnscoredInsufficient · 0
$1,999175,701 mi

Daytona Beach, FL

2006 Lincoln Town Car Signature Limited

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

2006 Lincoln Town Car Signature Limited

Daytona Beach, FL

UnscoredInsufficient · 0
$1,999281,139 mi

Daytona Beach, FL

2006 Honda Odyssey EX

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

2006 Honda Odyssey EX

Daytona Beach, FL

Unscored
$1,999279,037 mi

Comparison: 11 similar vehicles

Daytona Beach, FL

2005 Honda Odyssey EX

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

2005 Honda Odyssey EX

Daytona Beach, FL

Unscored
$1,999211,434 mi

Comparison: 10 similar vehicles

Daytona Beach, FL

2004 Ford Expedition XLT Sport

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

2004 Ford Expedition XLT Sport

Daytona Beach, FL

UnscoredInsufficient · 0
$1,999204,958 mi

Daytona Beach, FL

1997 Toyota Camry LE

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

1997 Toyota Camry LE

Daytona Beach, FL

UnscoredInsufficient · 0
$1,999232,224 mi

Daytona Beach, FL

2015 Nissan Murano SV

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

2015 Nissan Murano SV

Orlando, FL

Unscored
$2,000167,852 mi

Comparison: 5 similar vehicles

Orlando, FL

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Orlando, FL

Unscored
$2,000183,389 mi

Comparison: 14 similar vehicles

Orlando, FL

2008 Subaru Outback 2.5i

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

2008 Subaru Outback 2.5i

Orlando, FL

UnscoredInsufficient · 0
$2,000141,500 mi

Orlando, FL

2016 Chevrolet Sonic LTZ

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

2016 Chevrolet Sonic LTZ

Orlando, FL

UnscoredInsufficient · 0
$2,055182,122 mi

Orlando, FL

2004 MINI Base

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

2004 MINI Base

Bunnell, FL

UnscoredInsufficient · 0
$2,299150,424 mi

Bunnell, FL

2009 smart fortwo passion

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

2009 smart fortwo passion

Orlando, FL

UnscoredInsufficient · 0
$2,300108,000 mi

Orlando, FL

2014 Volkswagen Passat SE

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

2014 Volkswagen Passat SE

Orlando, FL

UnscoredInsufficient · 3
$2,380162,180 mi

Comparison: 3 similar vehicles

Orlando, FL

2000 Honda Civic LX

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

2000 Honda Civic LX

Bunnell, FL

UnscoredInsufficient · 0
$2,450259,750 mi

Bunnell, FL

2015 Chevrolet Volt Base

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

2015 Chevrolet Volt Base

Orlando, FL

UnscoredInsufficient · 3
$2,490232,650 mi

Comparison: 3 similar vehicles

Orlando, FL

2013 Nissan Rogue SV

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

2013 Nissan Rogue SV

Orlando, FL

Unscored
$2,490230,996 mi

Comparison: 8 similar vehicles

Orlando, FL

2010 Honda Odyssey EX-L

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

2010 Honda Odyssey EX-L

Orlando, FL

Salvage title
$2,490217,539 mi

Orlando, FL

2015 Hyundai Sonata Eco

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

2015 Hyundai Sonata Eco

Deland, FL

UnscoredInsufficient · 0
$2,495133,102 mi

Deland, FL

1999 Toyota Corolla VE

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

1999 Toyota Corolla VE

Longwood, FL

UnscoredInsufficient · 0
$2,495185,650 mi

Longwood, FL

1998 Chrysler Sebring JXI

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

1998 Chrysler Sebring JXI

Longwood, FL

UnscoredInsufficient · 0
$2,49599,014 mi

Longwood, FL

2006 Honda CR-V LX

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

2006 Honda CR-V LX

Sanford, FL

Unscored
$2,499284,448 mi

Comparison: 5 similar vehicles

Sanford, FL

2006 Honda Civic EX

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

2006 Honda Civic EX

Daytona Beach, FL

Unscored
$2,499196,506 mi

Comparison: 10 similar vehicles

Daytona Beach, FL

2001 Toyota Corolla CE

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

2001 Toyota Corolla CE

Orlando, FL

UnscoredInsufficient · 3
$2,499150,484 mi

Comparison: 3 similar vehicles

Orlando, FL

2019 Nissan Rogue SV

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

2019 Nissan Rogue SV

Orlando, FL

Unscored
$2,500196,093 mi

Comparison: 22 similar vehicles

Orlando, FL

2014 Jeep Patriot Limited

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

2014 Jeep Patriot Limited

Daytona Beach, FL

UnscoredInsufficient · 0
$2,500150,500 mi

Daytona Beach, FL

2014 Mitsubishi Outlander Sport ES

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

2014 Mitsubishi Outlander Sport ES

Orlando, FL

Unscored
$2,500174,487 mi

Comparison: 11 similar vehicles

Orlando, FL

2014 Kia Soul Base

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

2014 Kia Soul Base

Orlando, FL

Unscored
$2,500189,822 mi

Comparison: 12 similar vehicles

Orlando, FL

2014 Volvo S60 T5

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

2014 Volvo S60 T5

Orlando, FL

Unscored
$2,500174,918 mi

Comparison: 5 similar vehicles

Orlando, FL

2012 Hyundai Veloster Base

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

2012 Hyundai Veloster Base

Tavares, FL

Unscored
$2,500158,214 mi

Comparison: 10 similar vehicles

Tavares, FL

2009 Mazda MAZDA3 i Sport

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

2009 Mazda MAZDA3 i Sport

Orlando, FL

UnscoredInsufficient · 0
$2,500205,114 mi

Orlando, FL

2008 Chrysler Sebring Touring

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

2008 Chrysler Sebring Touring

Longwood, FL

Unscored
$2,500106,000 mi

Comparison: 10 similar vehicles

Longwood, FL

2008 Nissan Versa SL

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

2008 Nissan Versa SL

Daytona Beach, FL

UnscoredInsufficient · 0
$2,500106,235 mi

Daytona Beach, FL

2006 Honda Ridgeline RTL

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

2006 Honda Ridgeline RTL

Orlando, FL

UnscoredInsufficient · 4
$2,500Mileage not verified

Comparison: 4 similar vehicles

Orlando, 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

Port Orange, FL

Unscored
$2,500178,100 mi

Comparison: 7 similar vehicles

Port Orange, FL

2004 Cadillac Escalade Base

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

2004 Cadillac Escalade Base

Edgewater, FL

Unscored
$2,500290,000 mi

Comparison: 6 similar vehicles

Edgewater, FL

2002 Chrysler 300M Base

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

2002 Chrysler 300M Base

Tavares, FL

UnscoredInsufficient · 0
$2,500125,119 mi

Tavares, FL

2010 Toyota Prius I

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

2010 Toyota Prius I

Orlando, FL

UnscoredInsufficient · 3
$2,600235,000 mi

Comparison: 3 similar vehicles

Orlando, 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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