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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

8,515 listings found

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: 11 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

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 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

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

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 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

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

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

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: 54 similar vehicles

Daytona Beach, 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

2010 Subaru Forester X Premium

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

2010 Subaru Forester X Premium

Daytona Beach, FL

Unscored
$3,295218,188 mi

Comparison: 5 similar vehicles

Daytona Beach, FL

2000 Dodge Dakota SLT

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

2000 Dodge Dakota SLT

Daytona Beach, FL

UnscoredInsufficient · 0
$3,490186,950 mi

Daytona Beach, FL

2012 FIAT 500 Sport

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

2012 FIAT 500 Sport

Daytona Beach, FL

Unscored
$3,49583,566 mi

Comparison: 7 similar vehicles

Daytona Beach, FL

2014 Kia Forte LX

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

2014 Kia Forte LX

Daytona Beach, FL

Unscored
$3,499178,506 mi

Comparison: 24 similar vehicles

Daytona Beach, FL

2011 Kia Sportage LX

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

2011 Kia Sportage LX

Daytona Beach, FL

Unscored
$3,500172,800 mi

Comparison: 7 similar vehicles

Daytona Beach, FL

2007 Chevrolet HHR LT

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

2007 Chevrolet HHR LT

Daytona Beach, FL

UnscoredInsufficient · 4
$3,500126,800 mi

Comparison: 4 similar vehicles

Daytona Beach, FL

2006 Lincoln Town Car Signature

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

2006 Lincoln Town Car Signature

Daytona Beach, FL

UnscoredInsufficient · 0
$3,500107,688 mi

Daytona Beach, FL

2015 Nissan Versa Sedan SV

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

2015 Nissan Versa Sedan SV

Daytona Beach, FL

Unscored
$3,599136,000 mi

Comparison: 17 similar vehicles

Daytona Beach, FL

2016 Hyundai Sonata SE

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

2016 Hyundai Sonata SE

Daytona Beach, FL

Unscored
$3,695125,000 mi

Comparison: 32 similar vehicles

Daytona Beach, FL

2010 Ford Fusion Sport

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

2010 Ford Fusion Sport

Daytona Beach, FL

UnscoredInsufficient · 0
$3,750169,250 mi

Daytona Beach, FL

2007 Cadillac DTS Luxury I

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

2007 Cadillac DTS Luxury I

Daytona Beach, FL

Unscored
$3,750185,785 mi

Comparison: 6 similar vehicles

Daytona Beach, FL

2014 Kia Soul Base

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

2014 Kia Soul Base

Daytona Beach, FL

Unscored
$3,800126,130 mi

Comparison: 5 similar vehicles

Daytona Beach, FL

2008 BMW 3 Series 328i

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

2008 BMW 3 Series 328i

Daytona Beach, FL

Unscored
$3,990183,850 mi

Comparison: 9 similar vehicles

Daytona Beach, FL

2007 Honda Fit Base

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

2007 Honda Fit Base

Daytona Beach, FL

Unscored
$3,990147,990 mi

Comparison: 5 similar vehicles

Daytona Beach, FL

2017 Ford Focus SE

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

2017 Ford Focus SE

Daytona Beach, FL

UnscoredInsufficient · 3
$3,995179,299 mi

Comparison: 3 similar vehicles

Daytona Beach, FL

2013 Ford Flex Limited

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

2013 Ford Flex Limited

Daytona Beach, FL

UnscoredInsufficient · 0
$3,995180,887 mi

Daytona Beach, FL

2013 Nissan cube S

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

2013 Nissan cube S

Daytona Beach, FL

UnscoredInsufficient · 0
$3,99593,899 mi

Daytona Beach, FL

2012 Chevrolet Impala Police Sedan

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

2012 Chevrolet Impala Police Sedan

Daytona Beach, FL

UnscoredInsufficient · 0
$3,995173,120 mi

Daytona Beach, FL

2009 Chevrolet Traverse 1LT

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

2009 Chevrolet Traverse 1LT

Daytona Beach, FL

UnscoredInsufficient · 0
$3,995168,633 mi

Daytona Beach, FL

2008 Ford Mustang

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

2008 Ford Mustang

Daytona Beach, FL

UnscoredInsufficient · 0
$3,995144,890 mi

Daytona Beach, FL

2007 Chrysler Aspen Limited

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

2007 Chrysler Aspen Limited

Daytona Beach, FL

UnscoredInsufficient · 3
$3,995236,355 mi

Comparison: 3 similar vehicles

Daytona Beach, FL

2020 Chevrolet Equinox LS

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

2020 Chevrolet Equinox LS

Daytona Beach, FL

Unscored
$3,999216,686 mi

Comparison: 77 similar vehicles

Daytona Beach, FL

2004 Mitsubishi Endeavor LIMITED 2WD

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

2004 Mitsubishi Endeavor LIMITED 2WD

Daytona Beach, FL

UnscoredInsufficient · 0
$3,999164,149 mi

Daytona Beach, FL

2010 Hyundai Elantra GLS

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

2010 Hyundai Elantra GLS

Daytona Beach, FL

Fair PriceModerate · 20
$4,000110,360 mi

Market: $1,850 – $10,584

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Daytona Beach, FL

2008 Hyundai Entourage

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

2008 Hyundai Entourage

Daytona Beach, FL

UnscoredInsufficient · 0
$4,200129,320 mi

Daytona Beach, 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

Daytona Beach, FL

UnscoredInsufficient · 3
$4,450140,700 mi

Comparison: 3 similar vehicles

Daytona Beach, FL

2010 Mercedes-Benz E-Class E350 Sport

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

2010 Mercedes-Benz E-Class E350 Sport

Daytona Beach, FL

Unscored
$4,450193,850 mi

Comparison: 8 similar vehicles

Daytona Beach, 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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