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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 12, 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

2,690 listings found

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

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

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

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

No Photo

2005 Ford F-150 STX

DeLand, FL

Unscored
$3,000400,000 mi

Comparison: 10 similar vehicles

DeLand, FL

2014 Nissan Quest S

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

2014 Nissan Quest S

Deland, FL

UnscoredInsufficient · 3
$3,495114,585 mi

Comparison: 3 similar vehicles

Deland, FL

2012 FIAT 500 Pop

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

2012 FIAT 500 Pop

Deland, FL

UnscoredInsufficient · 4
$3,49588,420 mi

Comparison: 4 similar vehicles

Deland, FL

2005 Ford Expedition King Ranch

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

2005 Ford Expedition King Ranch

Deland, FL

UnscoredInsufficient · 0
$3,495172,255 mi

Deland, FL

2008 MINI Cooper S

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

2008 MINI Cooper S

DeLand, FL

UnscoredInsufficient · 0
$3,500175,688 mi

DeLand, FL

2002 Jaguar XJ Series XJ8

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

2002 Jaguar XJ Series XJ8

DeLand, FL

UnscoredInsufficient · 0
$3,500130,000 mi

DeLand, FL

2007 Audi A3 Base

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

2007 Audi A3 Base

DeLand, FL

UnscoredInsufficient · 0
$3,700127,930 mi

DeLand, FL

2004 Ford Focus SE

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

2004 Ford Focus SE

DeLand, FL

UnscoredInsufficient · 0
$3,963138,100 mi

DeLand, FL

2012 Buick LaCrosse Touring

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

2012 Buick LaCrosse Touring

Deland, FL

UnscoredInsufficient · 0
$3,995150,831 mi

Deland, FL

2005 Ford Mustang Premium

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

2005 Ford Mustang Premium

Deland, FL

UnscoredInsufficient · 4
$3,999139,276 mi

Comparison: 4 similar vehicles

Deland, FL

2001 Mazda B-Series DS

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

2001 Mazda B-Series DS

DeLand, FL

UnscoredInsufficient · 0
$3,999158,005 mi

DeLand, FL

2012 Mazda MAZDA5 Sport

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

2012 Mazda MAZDA5 Sport

DeLand, FL

UnscoredInsufficient · 0
$4,000107,958 mi

DeLand, FL

2005 Ford F-150 Lariat

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

2005 Ford F-150 Lariat

Deland, FL

UnscoredInsufficient · 4
$4,037161,709 mi

Comparison: 4 similar vehicles

Deland, FL

2008 Saturn VUE XE

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

2008 Saturn VUE XE

DeLand, FL

Unscored
$4,200Mileage not verified

Comparison: 8 similar vehicles

DeLand, FL

2013 MINI Cooper Base

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

2013 MINI Cooper Base

DeLand, FL

Fair PriceLimited · 15
$4,250110,000 mi

Market: $3,999 – $10,395

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

DeLand, FL

2015 GMC Acadia SLT1

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

2015 GMC Acadia SLT1

DeLand, FL

Unscored
$4,499138,893 mi

Comparison: 11 similar vehicles

DeLand, FL

2014 Chevrolet Equinox LS

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

2014 Chevrolet Equinox LS

DeLand, FL

Unscored
$4,499162,289 mi

Comparison: 25 similar vehicles

DeLand, FL

2017 Nissan Rogue S

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

2017 Nissan Rogue S

DeLand, FL

Unscored
$4,500314,405 mi

Comparison: 14 similar vehicles

DeLand, FL

2006 Honda Ridgeline RTS

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

2006 Honda Ridgeline RTS

DeLand, FL

UnscoredInsufficient · 3
$4,500164,175 mi

Comparison: 3 similar vehicles

DeLand, FL

2004 Volkswagen New Beetle GL

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

2004 Volkswagen New Beetle GL

DeLand, FL

UnscoredInsufficient · 0
$4,50058,500 mi

DeLand, FL

1990 Suzuki GSX

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

1990 Suzuki GSX

DeLand, FL

UnscoredInsufficient · 0
$4,500Mileage not verified

DeLand, FL

2008 INFINITI EX 35 Journey

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

2008 INFINITI EX 35 Journey

DeLand, FL

Unscored
$4,595150,243 mi

Comparison: 5 similar vehicles

DeLand, FL

2014 BMW X1 35i

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

2014 BMW X1 35i

DeLand, FL

UnscoredInsufficient · 0
$4,650236,500 mi

DeLand, FL

2009 Saab 9-3 Comfort

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

2009 Saab 9-3 Comfort

DeLand, FL

UnscoredInsufficient · 0
$4,850165,500 mi

DeLand, FL

2008 Cadillac SRX Base

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

2008 Cadillac SRX Base

DeLand, FL

UnscoredInsufficient · 0
$4,850167,000 mi

DeLand, FL

2008 Mercedes-Benz CLK-Class CLK350

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

2008 Mercedes-Benz CLK-Class CLK350

DeLand, FL

Unscored
$4,850147,500 mi

Comparison: 6 similar vehicles

DeLand, FL

2008 Chrysler Aspen Limited

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

2008 Chrysler Aspen Limited

Deland, FL

UnscoredInsufficient · 3
$4,900133,126 mi

Comparison: 3 similar vehicles

Deland, FL

2015 FIAT 500 Pop

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

2015 FIAT 500 Pop

DeLand, FL

Unscored
$4,990120,450 mi

Comparison: 10 similar vehicles

DeLand, FL

2012 Scion xB Base

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

2012 Scion xB Base

DeLand, FL

UnscoredInsufficient · 0
$4,990190,063 mi

DeLand, FL

2005 Nissan Frontier LE

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

2005 Nissan Frontier LE

DeLand, FL

UnscoredInsufficient · 0
$4,990225,157 mi

DeLand, FL

2016 Hyundai Accent SE

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

2016 Hyundai Accent SE

Deland, FL

Unscored
$4,995125,155 mi

Comparison: 11 similar vehicles

Deland, FL

2014 Kia Forte EX

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

2014 Kia Forte EX

DeLand, FL

Unscored
$4,995145,045 mi

Comparison: 13 similar vehicles

DeLand, FL

2012 Hyundai Elantra Limited

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

2012 Hyundai Elantra Limited

DeLand, FL

Fair PriceLimited · 13
$4,995Mileage not verified

Market: $3,500 – $8,407

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

DeLand, FL

2009 Chevrolet Colorado VL

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

2009 Chevrolet Colorado VL

Deland, FL

Unscored
$4,995171,255 mi

Comparison: 7 similar vehicles

Deland, FL

2009 MINI Cooper Base

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

2009 MINI Cooper Base

DeLand, FL

UnscoredInsufficient · 4
$4,99591,218 mi

Comparison: 4 similar vehicles

DeLand, FL

2007 Pontiac Solstice Base

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

2007 Pontiac Solstice Base

DeLand, FL

UnscoredInsufficient · 3
$4,995115,644 mi

Comparison: 3 similar vehicles

DeLand, FL

2007 Chevrolet HHR LT

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

2007 Chevrolet HHR LT

DeLand, FL

UnscoredInsufficient · 0
$4,99549,684 mi

DeLand, FL

2007 Chevrolet Suburban LT

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

2007 Chevrolet Suburban LT

DeLand, FL

Unscored
$4,995221,595 mi

Comparison: 14 similar vehicles

DeLand, FL

2006 Lexus RX 400h

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

2006 Lexus RX 400h

DeLand, FL

UnscoredInsufficient · 4
$4,995150,087 mi

Comparison: 4 similar vehicles

DeLand, FL

2012 Cadillac SRX Performance Collection

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

2012 Cadillac SRX Performance Collection

DeLand, FL

Unscored
$4,99988,772 mi

Comparison: 6 similar vehicles

DeLand, FL

2011 Chevrolet Tahoe LT

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

2011 Chevrolet Tahoe LT

Deland, FL

UnscoredInsufficient · 3
$4,999183,945 mi

Comparison: 3 similar vehicles

Deland, FL

2010 Scion tC

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

2010 Scion tC

Deland, FL

UnscoredInsufficient · 0
$4,999136,807 mi

Deland, FL

2005 Ford F-150 XL

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

2005 Ford F-150 XL

Deland, FL

Unscored
$4,999210,628 mi

Comparison: 8 similar vehicles

Deland, FL

2015 Chevrolet Sonic RS

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

2015 Chevrolet Sonic RS

DeLand, FL

UnscoredInsufficient · 0
$5,000152,468 mi

DeLand, FL

2015 Nissan Versa Sedan S Plus

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

2015 Nissan Versa Sedan S Plus

DeLand, FL

UnscoredInsufficient · 0
$5,000243,018 mi

DeLand, FL

2013 Kia Soul Base

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

2013 Kia Soul Base

DeLand, FL

Unscored
$5,00095,868 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 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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