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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 4, 2026

6.8M+

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

26,354 listings found

2010 Nissan Altima S

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

2010 Nissan Altima S

Palatka, FL

Unscored
$1,280Mileage not verified

Comparison: 17 similar vehicles

Palatka, FL

2001 Ford Expedition Base

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

2001 Ford Expedition Base

Palatka, FL

UnscoredInsufficient · 0
$1,280Mileage not verified

Palatka, 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

Unscored
$1,695Mileage not verified

Comparison: 12 similar vehicles

Deland, 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

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

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: 9 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 Ford Freestyle SE

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

2005 Ford Freestyle SE

Daytona Beach, FL

UnscoredInsufficient · 0
$1,999174,918 mi

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: 5 similar vehicles

Daytona Beach, 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

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 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

2007 Acura MDX Sport and Entertainment Package

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

2007 Acura MDX Sport and Entertainment Package

Daytona Beach, FL

UnscoredInsufficient · 0
$2,495180,119 mi

Daytona Beach, FL

2004 Chevrolet TrailBlazer LS

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

2004 Chevrolet TrailBlazer LS

Daytona Beach, FL

UnscoredInsufficient · 3
$2,495169,249 mi

Comparison: 3 similar vehicles

Daytona Beach, 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

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

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 Chevrolet TrailBlazer LS

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

2004 Chevrolet TrailBlazer LS

Ormond Beach, FL

UnscoredInsufficient · 3
$2,500124,090 mi

Comparison: 3 similar vehicles

Ormond Beach, 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

2006 Chevrolet Silverado 1500 LT1

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

2006 Chevrolet Silverado 1500 LT1

Deland, FL

UnscoredInsufficient · 3
$2,595Mileage not verified

Comparison: 3 similar vehicles

Deland, FL

2013 Honda Insight Base

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

2013 Honda Insight Base

Daytona Beach, FL

UnscoredInsufficient · 0
$2,599176,481 mi

Daytona Beach, FL

2006 BMW 3 Series 325i

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

2006 BMW 3 Series 325i

Bunnell, FL

UnscoredInsufficient · 4
$2,650162,000 mi

Comparison: 4 similar vehicles

Bunnell, FL

2015 Chevrolet Malibu 1LT

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

2015 Chevrolet Malibu 1LT

Daytona Beach, FL

Unscored
$2,800203,000 mi

Comparison: 13 similar vehicles

Daytona Beach, FL

2002 Ford Explorer XLS

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

2002 Ford Explorer XLS

Daytona Beach, FL

UnscoredInsufficient · 0
$2,970169,929 mi

Daytona Beach, FL

2014 Chevrolet Sonic LT

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

2014 Chevrolet Sonic LT

Port Orange, FL

Unscored
$2,995195,934 mi

Comparison: 22 similar vehicles

Port Orange, FL

2014 Chevrolet Spark LS

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

2014 Chevrolet Spark LS

Daytona Beach, FL

Unscored
$2,995127,631 mi

Comparison: 8 similar vehicles

Daytona Beach, FL

2012 Mazda MAZDA3 i Touring

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

2012 Mazda MAZDA3 i Touring

Daytona Beach, FL

UnscoredInsufficient · 3
$2,995209,377 mi

Comparison: 3 similar vehicles

Daytona Beach, FL

2008 Ford Escape XLS

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

2008 Ford Escape XLS

Sanford, FL

UnscoredInsufficient · 0
$2,995183,062 mi

Sanford, FL

2006 Hyundai Accent GLS

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

2006 Hyundai Accent GLS

Daytona Beach, FL

UnscoredInsufficient · 0
$2,995268,546 mi

Daytona Beach, FL

2003 Ford F-150 XL

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

2003 Ford F-150 XL

Daytona Beach, FL

UnscoredInsufficient · 0
$2,995Mileage not verified

Daytona Beach, FL

2002 Isuzu Rodeo LS

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

2002 Isuzu Rodeo LS

Port Orange, FL

UnscoredInsufficient · 0
$2,995172,000 mi

Port Orange, FL

No Photo

2001 Toyota 4Runner SR5

St. Augustine, FL

UnscoredInsufficient · 3
$2,995Mileage not verified

Comparison: 3 similar vehicles

St. Augustine, FL

2001 Toyota Celica GT

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

2001 Toyota Celica GT

Deland, FL

UnscoredInsufficient · 3
$2,995217,637 mi

Comparison: 3 similar vehicles

Deland, FL

1997 Cadillac DeVille CONCOURS

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

1997 Cadillac DeVille CONCOURS

Daytona Beach, FL

UnscoredInsufficient · 0
$2,995Mileage not verified

Daytona Beach, FL

2015 GMC Acadia SLE1

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

2015 GMC Acadia SLE1

Daytona Beach, FL

UnscoredInsufficient · 0
$2,999189,905 mi

Daytona Beach, FL

2015 Nissan Altima S

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

2015 Nissan Altima S

Sanford, FL

Unscored
$2,999180,060 mi

Comparison: 14 similar vehicles

Sanford, FL

2012 Chevrolet Sonic 1LT

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

2012 Chevrolet Sonic 1LT

Sanford, FL

UnscoredInsufficient · 0
$2,999169,503 mi

Sanford, FL

2012 Chevrolet Equinox LS

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

2012 Chevrolet Equinox LS

Daytona Beach, FL

Unscored
$2,999147,972 mi

Comparison: 12 similar vehicles

Daytona Beach, FL

2012 Toyota Camry LE Hybrid

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

2012 Toyota Camry LE Hybrid

Daytona Beach, FL

UnscoredInsufficient · 0
$2,999220,349 mi

Daytona Beach, FL

2011 Toyota Camry LE

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

2011 Toyota Camry LE

Daytona Beach, FL

Unscored
$2,999210,239 mi

Comparison: 61 similar vehicles

Daytona Beach, FL

2009 Chrysler Town & Country Touring

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

2009 Chrysler Town & Country Touring

Sanford, FL

UnscoredInsufficient · 3
$2,999201,129 mi

Comparison: 3 similar vehicles

Sanford, FL

2006 Toyota Camry Solara SE

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

2006 Toyota Camry Solara SE

Port Orange, FL

UnscoredInsufficient · 3
$2,999260,510 mi

Comparison: 3 similar vehicles

Port Orange, FL

2005 Mazda MAZDA3 S

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

2005 Mazda MAZDA3 S

Daytona Beach, FL

Unscored
$2,999166,589 mi

Comparison: 18 similar vehicles

Daytona Beach, FL

2004 Ford Explorer Sport Trac XLT

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

2004 Ford Explorer Sport Trac XLT

Daytona Beach, FL

UnscoredInsufficient · 3
$2,999202,375 mi

Comparison: 3 similar vehicles

Daytona Beach, FL

2008 Chevrolet Silverado 1500 1LT

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

2008 Chevrolet Silverado 1500 1LT

St. Augustine, FL

Unscored
$3,000Mileage not verified

Comparison: 12 similar vehicles

St. Augustine, FL

No Photo

2005 Ford F-150 STX

DeLand, FL

Unscored
$3,000400,000 mi

Comparison: 9 similar vehicles

DeLand, 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 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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