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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 9, 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

1,490 listings found

2004 Nissan Altima S

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

2004 Nissan Altima S

Great Neck, NY

UnscoredInsufficient · 0
$4,63888,684 mi

Great Neck, NY

2005 Toyota Camry LE

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

2005 Toyota Camry LE

Great Neck, NY

Unscored
$5,99890,743 mi

Comparison: 8 similar vehicles

Great Neck, NY

2013 FIAT 500 Sport

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

2013 FIAT 500 Sport

Great Neck, NY

UnscoredInsufficient · 0
$6,29582,258 mi

Great Neck, NY

2009 MINI Cooper Base

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

2009 MINI Cooper Base

Great Neck, NY

UnscoredInsufficient · 0
$7,79555,481 mi

Great Neck, NY

2004 GMC Sierra 2500HD SLE

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

2004 GMC Sierra 2500HD SLE

Great Neck, NY

UnscoredInsufficient · 0
$8,780213,600 mi

Great Neck, NY

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

Great Neck, NY

Great DealModerate · 23
$8,942111,181 mi

Market: $9,999 – $18,995

Comparison: 23 similar vehicles

Competitively priced ~11% below the typical range compared to similar vehicles · 192 days listed (based on current market benchmarks)

Great Neck, NY

2022 Nissan Versa Sedan SV

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

2022 Nissan Versa Sedan SV

Great Neck, NY

Unscored
$8,99060,049 mi

Comparison: 8 similar vehicles

Great Neck, NY

2009 MINI Cooper S

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

2009 MINI Cooper S

Great Neck, NY

Unscored
$8,99570,835 mi

Comparison: 7 similar vehicles

Great Neck, NY

2017 Mercedes-Benz GLE-Class GLE350

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

2017 Mercedes-Benz GLE-Class GLE350

Great Neck, NY

Unscored
$9,25077,275 mi

Comparison: 31 similar vehicles

Great Neck, NY

2019 Volkswagen Jetta S

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

2019 Volkswagen Jetta S

Great Neck, NY

Fair PriceLimited · 19
$10,99579,569 mi

Market: $6,200 – $13,599

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 90 days listed (based on current market benchmarks)

Great Neck, NY

2008 BMW 3 Series 335i

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

2008 BMW 3 Series 335i

Great Neck, NY

UnscoredInsufficient · 4
$10,99587,110 mi

Comparison: 4 similar vehicles

Great Neck, NY

2008 Volkswagen GTI

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

2008 Volkswagen GTI

Great Neck, NY

UnscoredInsufficient · 0
$11,69563,982 mi

Great Neck, NY

2013 MINI Cooper Base

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

2013 MINI Cooper Base

Great Neck, NY

UnscoredInsufficient · 0
$11,99528,069 mi

Great Neck, NY

2019 Hyundai Tucson Ultimate

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

2019 Hyundai Tucson Ultimate

Great Neck, NY

UnscoredInsufficient · 4
$12,67390,999 mi

Comparison: 4 similar vehicles

Great Neck, NY

2015 Chevrolet Suburban LTZ

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

2015 Chevrolet Suburban LTZ

Great Neck, NY

UnscoredInsufficient · 3
$12,980160,209 mi

Comparison: 3 similar vehicles

Great Neck, NY

2019 Chrysler Pacifica L

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

2019 Chrysler Pacifica L

Great Neck, NY

UnscoredInsufficient · 0
$12,99549,770 mi

Great Neck, NY

2015 Honda Accord EX

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

2015 Honda Accord EX

Great Neck, NY

Fair PriceLimited · 10
$12,995101,875 mi

Market: $5,995 – $14,820

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Great Neck, NY

No Photo

2014 Honda Accord EX

Great Neck, NY

Fair PriceLimited · 16
$13,17065,372 mi

Market: $4,900 – $17,998

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Great Neck, NY

2021 RAM ProMaster Cargo Van Base

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

2021 RAM ProMaster Cargo Van Base

Great Neck, NY

Fair PriceRobust · 64
$13,49567,609 mi

Market: $11,900 – $33,995

Comparison: 64 similar vehicles

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

Great Neck, NY

2019 Mercedes-Benz A-Class A220

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

2019 Mercedes-Benz A-Class A220

Great Neck, NY

Unscored
$13,49561,586 mi

Comparison: 7 similar vehicles

Great Neck, NY

2011 BMW 3 Series 335i

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

2011 BMW 3 Series 335i

Great Neck, NY

UnscoredInsufficient · 4
$13,59596,715 mi

Comparison: 4 similar vehicles

Great Neck, NY

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Great Neck, NY

UnscoredInsufficient · 0
$13,99525,022 mi

Great Neck, NY

1999 BMW 5 Series 528IT

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

1999 BMW 5 Series 528IT

Great Neck, NY

UnscoredInsufficient · 0
$13,995168,646 mi

Great Neck, NY

2019 Mercedes-Benz GLA-Class GLA250

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

2019 Mercedes-Benz GLA-Class GLA250

Great Neck, NY

Unscored
$14,79541,275 mi

Comparison: 7 similar vehicles

Great Neck, NY

2014 Toyota RAV4 LE

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

2014 Toyota RAV4 LE

Great Neck, NY

OverpricedLimited · 13
$14,92364,487 mi

Market: $4,500 – $14,500

Comparison: 13 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Great Neck, NY

2023 Mitsubishi Outlander Sport ES

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

2023 Mitsubishi Outlander Sport ES

Great Neck, NY

UnscoredInsufficient · 0
$14,99541,410 mi

Great Neck, NY

2014 BMW 4 Series 428i

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

2014 BMW 4 Series 428i

Great Neck, NY

Fair PriceLimited · 17
$14,99591,027 mi

Market: $7,250 – $15,700

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 130 days listed (based on current market benchmarks)

Great Neck, NY

2019 Hyundai Tucson Value

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

2019 Hyundai Tucson Value

Great Neck, NY

Great DealLimited · 12
$15,17346,943 mi

Market: $15,800 – $17,858

Comparison: 12 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 26 days listed (based on current market benchmarks)

Great Neck, NY

2021 Nissan Rogue SV

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

2021 Nissan Rogue SV

Great Neck, NY

Unscored
$15,47527,249 mi

Comparison: 6 similar vehicles

Great Neck, NY

2018 Mercedes-Benz C-Class Sedan C300

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

2018 Mercedes-Benz C-Class Sedan C300

Great Neck, NY

UnscoredInsufficient · 0
$15,48041,421 mi

Great Neck, NY

2019 Mercedes-Benz A-Class A220

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

2019 Mercedes-Benz A-Class A220

Great Neck, NY

UnscoredInsufficient · 0
$15,88936,687 mi

Great Neck, NY

2025 Hyundai Tucson SEL

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

2025 Hyundai Tucson SEL

Great Neck, NY

Fair PriceRobust · 63
$18,49543,852 mi

Market: $17,945 – $23,319

Comparison: 63 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Great Neck, NY

2021 Tesla Model 3 Base

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

2021 Tesla Model 3 Base

Great Neck, NY

Great DealLimited · 19
$15,99564,800 mi

Market: $17,490 – $24,998

Comparison: 19 similar vehicles

Competitively priced ~9% below the typical range compared to similar vehicles · 10 days listed (based on current market benchmarks)

Great Neck, NY

2020 Tesla Model 3 Base

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

2020 Tesla Model 3 Base

Great Neck, NY

Fair PriceModerate · 29
$15,99568,424 mi

Market: $13,999 – $23,799

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Great Neck, NY

2020 Mercedes-Benz C-Class Sedan C300

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

2020 Mercedes-Benz C-Class Sedan C300

Great Neck, NY

Unscored
$15,99557,925 mi

Comparison: 7 similar vehicles

Great Neck, NY

2016 Volkswagen Jetta GLI SEL

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

2016 Volkswagen Jetta GLI SEL

Great Neck, NY

UnscoredInsufficient · 4
$15,99582,530 mi

Comparison: 4 similar vehicles

Great Neck, NY

2018 Mercedes-Benz GLC GLC300

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

2018 Mercedes-Benz GLC GLC300

Great Neck, NY

Fair PriceRobust · 56
$16,17381,258 mi

Market: $11,495 – $26,995

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Great Neck, NY

2023 Chrysler Pacifica Touring L

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

2023 Chrysler Pacifica Touring L

Great Neck, NY

Fair PriceRobust · 70
$16,48066,178 mi

Market: $14,890 – $28,999

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 155 days listed (based on current market benchmarks)

Great Neck, NY

2024 Volkswagen Jetta SE

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

2024 Volkswagen Jetta SE

Great Neck, NY

Great DealModerate · 22
$16,49535,918 mi

Market: $17,395 – $22,495

Comparison: 22 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 167 days listed (based on current market benchmarks)

Great Neck, NY

2019 Maserati Ghibli S

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

2019 Maserati Ghibli S

Great Neck, NY

UnscoredInsufficient · 4
$16,59549,080 mi

Comparison: 4 similar vehicles

Great Neck, NY

2018 Land Rover Range Rover Velar SE

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

2018 Land Rover Range Rover Velar SE

Great Neck, NY

Fair PriceLimited · 18
$16,59561,613 mi

Market: $10,595 – $31,995

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Great Neck, NY

2024 Polestar 2 Plus

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

2024 Polestar 2 Plus

Great Neck, NY

Unscored
$16,99513,465 mi

Comparison: 6 similar vehicles

Great Neck, NY

2023 Subaru SOLTERRA Limited

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

2023 Subaru SOLTERRA Limited

Great Neck, NY

Unscored
$16,99543,478 mi

Comparison: 9 similar vehicles

Great Neck, NY

2019 Tesla Model 3 Base

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

2019 Tesla Model 3 Base

Great Neck, NY

Unscored
$17,29569,655 mi

Comparison: 5 similar vehicles

Great Neck, NY

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

Great Neck, NY

Unscored
$17,49024,684 mi

Comparison: 180 similar vehicles

Great Neck, NY

2021 Tesla Model 3 Base

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

2021 Tesla Model 3 Base

Great Neck, NY

Fair PriceModerate · 21
$17,49074,625 mi

Market: $15,995 – $24,998

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Great Neck, NY

2021 INFINITI Q50 LUXE

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

2021 INFINITI Q50 LUXE

Great Neck, NY

Unscored
$17,49065,584 mi

Comparison: 8 similar vehicles

Great Neck, NY

2019 Tesla Model 3 Long Range

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

2019 Tesla Model 3 Long Range

Great Neck, NY

UnscoredInsufficient · 4
$17,49088,418 mi

Comparison: 4 similar vehicles

Great Neck, NY

2023 RAM ProMaster Cargo Van Base

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

2023 RAM ProMaster Cargo Van Base

Great Neck, NY

Fair PriceModerate · 46
$17,49568,878 mi

Market: $16,999 – $33,999

Comparison: 46 similar vehicles

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

Great Neck, NY

2022 Ford Mustang EcoBoost Premium

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

2022 Ford Mustang EcoBoost Premium

Great Neck, NY

Unscored
$17,49556,986 mi

Comparison: 5 similar vehicles

Great Neck, NY

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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