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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 5, 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

915 listings found

2004 Mercedes-Benz C-Class C230 Kompressor

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

2004 Mercedes-Benz C-Class C230 Kompressor

West Park, FL

UnscoredInsufficient · 0
$2,500156,854 mi

West Park, FL

2008 GMC Envoy SLE

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

2008 GMC Envoy SLE

West Park, FL

UnscoredInsufficient · 3
$2,998179,265 mi

Comparison: 3 similar vehicles

West Park, FL

2013 Volkswagen Passat SE

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

2013 Volkswagen Passat SE

West Park, FL

Unscored
$3,498110,117 mi

Comparison: 6 similar vehicles

West Park, FL

2017 Mitsubishi Outlander Sport ES

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

2017 Mitsubishi Outlander Sport ES

West Park, FL

UnscoredInsufficient · 4
$3,900180,578 mi

Comparison: 4 similar vehicles

West Park, FL

2013 Kia Soul Base

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

2013 Kia Soul Base

West Park, FL

Unscored
$3,90093,947 mi

Comparison: 17 similar vehicles

West Park, FL

2015 Jeep Compass Latitude

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

2015 Jeep Compass Latitude

West Park, FL

UnscoredInsufficient · 0
$4,90091,296 mi

West Park, FL

2012 Ford Fiesta SE

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

2012 Ford Fiesta SE

West Park, FL

Unscored
$4,900161,821 mi

Comparison: 5 similar vehicles

West Park, FL

2010 Cadillac CTS Performance Collection

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

2010 Cadillac CTS Performance Collection

West Park, FL

UnscoredInsufficient · 0
$4,995150,682 mi

West Park, FL

2012 Jeep Grand Cherokee Laredo

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

2012 Jeep Grand Cherokee Laredo

West Park, FL

Salvage title
$4,998120,454 mi

West Park, FL

2008 Hummer H3

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

2008 Hummer H3

West Park, FL

UnscoredInsufficient · 0
$4,998173,832 mi

West Park, FL

2019 Nissan Rogue Sport S

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

2019 Nissan Rogue Sport S

West Park, FL

Unscored
$5,500183,617 mi

Comparison: 18 similar vehicles

West Park, FL

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

West Park, FL

Unscored
$5,789132,688 mi

Comparison: 69 similar vehicles

West Park, FL

1989 Cadillac Allante

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

1989 Cadillac Allante

West Park, FL

UnscoredInsufficient · 0
$5,99066,170 mi

West Park, FL

2007 Toyota RAV4 Base

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

2007 Toyota RAV4 Base

West Park, FL

UnscoredInsufficient · 3
$5,995162,990 mi

Comparison: 3 similar vehicles

West Park, FL

2007 BMW X5 4.8i

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

2007 BMW X5 4.8i

West Park, FL

UnscoredInsufficient · 0
$5,999121,729 mi

West Park, FL

2016 Chevrolet Malibu 2LZ Premier

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

2016 Chevrolet Malibu 2LZ Premier

West Park, FL

Salvage title
$6,889131,272 mi

West Park, FL

2017 Jaguar XE Base

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

2017 Jaguar XE Base

West Park, FL

UnscoredInsufficient · 0
$6,990121,709 mi

West Park, FL

2016 Nissan Rogue S

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

2016 Nissan Rogue S

West Park, FL

Unscored
$6,990127,649 mi

Comparison: 35 similar vehicles

West Park, FL

2015 Volkswagen Passat Limited Edition

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

2015 Volkswagen Passat Limited Edition

West Park, FL

Unscored
$6,99099,864 mi

Comparison: 7 similar vehicles

West Park, FL

2013 Toyota Corolla L

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

2013 Toyota Corolla L

West Park, FL

UnscoredInsufficient · 4
$7,000176,780 mi

Comparison: 4 similar vehicles

West Park, FL

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

West Park, FL

UnscoredInsufficient · 0
$7,99053,755 mi

West Park, FL

2013 Cadillac XTS Premium Collection

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

2013 Cadillac XTS Premium Collection

West Park, FL

Salvage title
$7,995115,090 mi

West Park, FL

2020 Nissan Sentra S

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

2020 Nissan Sentra S

West Park, FL

UnscoredInsufficient · 4
$7,99887,219 mi

Comparison: 4 similar vehicles

West Park, FL

2016 Ford Expedition XLT

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

2016 Ford Expedition XLT

West Park, FL

UnscoredInsufficient · 4
$7,999179,260 mi

Comparison: 4 similar vehicles

West Park, FL

2021 Chrysler Voyager L

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

2021 Chrysler Voyager L

West Park, FL

UnscoredInsufficient · 0
$8,349160,200 mi

West Park, FL

2014 Toyota Sienna XLE

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

2014 Toyota Sienna XLE

West Park, FL

UnscoredInsufficient · 4
$8,589192,965 mi

Comparison: 4 similar vehicles

West Park, FL

2015 Mercedes-Benz GLA-Class GLA250

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

2015 Mercedes-Benz GLA-Class GLA250

West Park, FL

Unscored
$8,601130,872 mi

Comparison: 28 similar vehicles

West Park, FL

2016 Mercedes-Benz GLA-Class GLA250

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

2016 Mercedes-Benz GLA-Class GLA250

West Park, FL

UnscoredInsufficient · 4
$8,889115,581 mi

Comparison: 4 similar vehicles

West Park, FL

2015 Mercedes-Benz E-Class E350 Luxury

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

2015 Mercedes-Benz E-Class E350 Luxury

West Park, FL

Unscored
$8,995107,665 mi

Comparison: 8 similar vehicles

West Park, FL

2002 Lexus SC 430

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

2002 Lexus SC 430

West Park, FL

UnscoredInsufficient · 4
$8,998216,512 mi

Comparison: 4 similar vehicles

West Park, FL

2012 Mercedes-Benz C-Class C250 Sport

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

2012 Mercedes-Benz C-Class C250 Sport

West Park, FL

Fair PriceModerate · 26
$8,99996,169 mi

Market: $3,495 – $9,415

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 522 days listed (based on current market benchmarks)

West Park, FL

2018 Hyundai Tucson SEL

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

2018 Hyundai Tucson SEL

West Park, FL

Fair PriceModerate · 29
$9,489104,053 mi

Market: $5,290 – $13,992

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

West Park, FL

2017 Nissan Rogue SL

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

2017 Nissan Rogue SL

West Park, FL

Unscored
$9,820130,748 mi

Comparison: 10 similar vehicles

West Park, FL

2016 Maserati Ghibli S

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

2016 Maserati Ghibli S

West Park, FL

UnscoredInsufficient · 0
$9,889106,700 mi

West Park, FL

2018 Ford Mustang EcoBoost

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

2018 Ford Mustang EcoBoost

West Park, FL

Unscored
$9,990131,074 mi

Comparison: 15 similar vehicles

West Park, FL

2018 Nissan NV Cargo SV

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

2018 Nissan NV Cargo SV

West Park, FL

Unscored
$9,990128,536 mi

Comparison: 5 similar vehicles

West Park, FL

2015 BMW 4 Series 428i

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

2015 BMW 4 Series 428i

West Park, FL

Fair PriceLimited · 13
$9,99097,060 mi

Market: $3,499 – $16,167

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 108 days listed (based on current market benchmarks)

West Park, FL

2017 Kia Sportage EX

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

2017 Kia Sportage EX

West Park, FL

Unscored
$9,995101,045 mi

Comparison: 9 similar vehicles

West Park, FL

2017 Mercedes-Benz C-Class C300

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

2017 Mercedes-Benz C-Class C300

West Park, FL

Unscored
$9,996120,563 mi

Comparison: 62 similar vehicles

West Park, FL

2020 Nissan Rogue Sport S

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

2020 Nissan Rogue Sport S

West Park, FL

Great DealModerate · 23
$9,998113,308 mi

Market: $11,760 – $14,995

Comparison: 23 similar vehicles

Competitively priced ~15% below the typical range compared to similar vehicles · 111 days listed (based on current market benchmarks)

West Park, FL

2019 Alfa Romeo Stelvio Sport

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

2019 Alfa Romeo Stelvio Sport

West Park, FL

Unscored
$10,249113,925 mi

Comparison: 6 similar vehicles

West Park, FL

2020 Dodge Journey SE

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

2020 Dodge Journey SE

West Park, FL

UnscoredInsufficient · 3
$10,44392,942 mi

Comparison: 3 similar vehicles

West Park, FL

2019 Chrysler Pacifica Touring L

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

2019 Chrysler Pacifica Touring L

West Park, FL

Unscored
$10,783121,544 mi

Comparison: 8 similar vehicles

West Park, FL

2017 BMW 5 Series 530i

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

2017 BMW 5 Series 530i

West Park, FL

Unscored
$10,789110,295 mi

Comparison: 8 similar vehicles

West Park, FL

2019 Ford Transit Connect XLT

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

2019 Ford Transit Connect XLT

West Park, FL

UnscoredInsufficient · 3
$10,889135,636 mi

Comparison: 3 similar vehicles

West Park, FL

2018 Ford Transit Van Base

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

2018 Ford Transit Van Base

West Park, FL

Unscored
$10,889173,521 mi

Comparison: 84 similar vehicles

West Park, FL

2016 Mercedes-Benz GLE-Class GLE350

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

2016 Mercedes-Benz GLE-Class GLE350

West Park, FL

Unscored
$10,889166,966 mi

Comparison: 10 similar vehicles

West Park, FL

2019 Honda Civic LX

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

2019 Honda Civic LX

West Park, FL

Salvage title
$10,99086,350 mi

West Park, FL

2015 Ford Transit XLT

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

2015 Ford Transit XLT

West Park, FL

Unscored
$10,990214,882 mi

Comparison: 10 similar vehicles

West Park, FL

2019 Kia FORTE S

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

2019 Kia FORTE S

West Park, FL

Unscored
$10,99574,335 mi

Comparison: 5 similar vehicles

West Park, 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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