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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 6, 2026

7.1M+

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

166 listings found

2004 Honda Accord EX

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

2004 Honda Accord EX

Baldwin, NY

Unscored
$4,415142,147 mi

Comparison: 6 similar vehicles

Baldwin, NY

2007 Cadillac STS V6

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

2007 Cadillac STS V6

Baldwin, NY

UnscoredInsufficient · 0
$4,500114,976 mi

Baldwin, NY

2012 Volkswagen Jetta SE

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

2012 Volkswagen Jetta SE

Baldwin, NY

Unscored
$5,495135,002 mi

Comparison: 7 similar vehicles

Baldwin, NY

2007 MINI Cooper Base

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

2007 MINI Cooper Base

Baldwin, NY

Fair PriceLimited · 11
$5,49682,898 mi

Market: $2,990 – $10,789

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 556 days listed (based on current market benchmarks)

Baldwin, NY

2008 Hyundai Elantra SE

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

2008 Hyundai Elantra SE

Baldwin, NY

Unscored
$5,99594,165 mi

Comparison: 9 similar vehicles

Baldwin, NY

2006 Pontiac G6 GT

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

2006 Pontiac G6 GT

Baldwin, NY

UnscoredInsufficient · 0
$5,996103,699 mi

Baldwin, NY

2007 Toyota RAV4 Base

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

2007 Toyota RAV4 Base

Baldwin, NY

Unscored
$6,000130,000 mi

Comparison: 20 similar vehicles

Baldwin, NY

2015 Jeep Patriot Latitude

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

2015 Jeep Patriot Latitude

Baldwin, NY

Fair PriceLimited · 14
$6,79696,255 mi

Market: $3,277 – $7,998

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 173 days listed (based on current market benchmarks)

Baldwin, NY

2010 MINI Cooper S

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

2010 MINI Cooper S

Baldwin, NY

Unscored
$7,34867,880 mi

Comparison: 9 similar vehicles

Baldwin, NY

2016 Buick Verano 1ST

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

2016 Buick Verano 1ST

Baldwin, NY

UnscoredInsufficient · 0
$7,49699,067 mi

Baldwin, NY

2012 Subaru Legacy I Premium

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

2012 Subaru Legacy I Premium

Baldwin, NY

Fair PriceModerate · 25
$7,49693,257 mi

Market: $2,880 – $9,487

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 136 days listed (based on current market benchmarks)

Baldwin, NY

1986 Honda Prelude

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

1986 Honda Prelude

Baldwin, NY

UnscoredInsufficient · 0
$7,891162,575 mi

Baldwin, NY

2008 Nissan 350Z Roadster Touring

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

2008 Nissan 350Z Roadster Touring

Baldwin, NY

UnscoredInsufficient · 0
$7,995143,690 mi

Baldwin, NY

2018 Mitsubishi Outlander Sport SE

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

2018 Mitsubishi Outlander Sport SE

Baldwin, NY

Fair PriceLimited · 16
$7,996111,889 mi

Market: $6,700 – $13,156

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Baldwin, NY

2015 GMC Acadia Denali

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

2015 GMC Acadia Denali

Baldwin, NY

Fair PriceModerate · 39
$7,996113,388 mi

Market: $4,995 – $15,300

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Baldwin, NY

2014 Buick Verano 1SD

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

2014 Buick Verano 1SD

Baldwin, NY

UnscoredInsufficient · 3
$7,99686,421 mi

Comparison: 3 similar vehicles

Baldwin, NY

2012 MINI Cooper Base

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

2012 MINI Cooper Base

Baldwin, NY

Fair PriceLimited · 17
$7,99672,356 mi

Market: $3,995 – $8,495

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1468 days listed (based on current market benchmarks)

Baldwin, NY

2011 Audi S5 Premium Plus

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

2011 Audi S5 Premium Plus

Baldwin, NY

UnscoredInsufficient · 4
$8,995102,933 mi

Comparison: 4 similar vehicles

Baldwin, NY

2015 Chevrolet Impala 2LZ

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

2015 Chevrolet Impala 2LZ

Baldwin, NY

Unscored
$9,299127,576 mi

Comparison: 14 similar vehicles

Baldwin, NY

2013 Toyota Corolla LE

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

2013 Toyota Corolla LE

Baldwin, NY

Unscored
$9,475114,347 mi

Comparison: 6 similar vehicles

Baldwin, NY

2019 Jeep Cherokee Latitude Plus

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

2019 Jeep Cherokee Latitude Plus

Baldwin, NY

Unscored
$9,995135,756 mi

Comparison: 28 similar vehicles

Baldwin, NY

2017 Jeep Grand Cherokee Limited

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

2017 Jeep Grand Cherokee Limited

Baldwin, NY

Unscored
$9,995142,966 mi

Comparison: 64 similar vehicles

Baldwin, NY

2015 Mercedes-Benz C-Class C300

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

2015 Mercedes-Benz C-Class C300

Baldwin, NY

Unscored
$9,995125,700 mi

Comparison: 38 similar vehicles

Baldwin, NY

2012 Jeep Wrangler Sahara

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

2012 Jeep Wrangler Sahara

Baldwin, NY

Unscored
$9,995131,830 mi

Comparison: 16 similar vehicles

Baldwin, NY

2017 Honda Civic Si

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

2017 Honda Civic Si

Baldwin, NY

Unscored
$10,995185,387 mi

Comparison: 23 similar vehicles

Baldwin, NY

2013 BMW 3 Series 335i

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

2013 BMW 3 Series 335i

Baldwin, NY

Unscored
$10,995121,304 mi

Comparison: 13 similar vehicles

Baldwin, NY

2009 Jeep Wrangler Unlimited X

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

2009 Jeep Wrangler Unlimited X

Baldwin, NY

Unscored
$10,996120,159 mi

Comparison: 12 similar vehicles

Baldwin, NY

2015 Jeep Grand Cherokee Limited

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

2015 Jeep Grand Cherokee Limited

Baldwin, NY

Fair PriceRobust · 65
$11,150113,797 mi

Market: $4,280 – $28,000

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 119 days listed (based on current market benchmarks)

Baldwin, NY

2017 RAM 1500 Pickup Express

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

2017 RAM 1500 Pickup Express

Baldwin, NY

Unscored
$11,995126,425 mi

Comparison: 16 similar vehicles

Baldwin, NY

2013 BMW 3 Series 335i

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

2013 BMW 3 Series 335i

Baldwin, NY

Unscored
$11,995147,250 mi

Comparison: 13 similar vehicles

Baldwin, NY

2015 Audi Q5 Premium

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

2015 Audi Q5 Premium

Baldwin, NY

UnscoredInsufficient · 4
$12,19884,671 mi

Comparison: 4 similar vehicles

Baldwin, NY

2016 Honda CR-V SE

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

2016 Honda CR-V SE

Baldwin, NY

Unscored
$12,236148,563 mi

Comparison: 30 similar vehicles

Baldwin, NY

2014 BMW 5 Series 528i

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

2014 BMW 5 Series 528i

Baldwin, NY

Unscored
$12,236103,202 mi

Comparison: 5 similar vehicles

Baldwin, NY

2024 Kia Forte LXS

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

2024 Kia Forte LXS

Baldwin, NY

Unscored
$12,80063,000 mi

Comparison: 21 similar vehicles

Baldwin, NY

2017 Porsche Macan Base

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

2017 Porsche Macan Base

Baldwin, NY

Unscored
$12,995144,998 mi

Comparison: 12 similar vehicles

Baldwin, 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

Baldwin, NY

Fair PriceLimited · 15
$12,99575,306 mi

Market: $7,250 – $14,995

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Baldwin, NY

2013 Lexus GS 350

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

2013 Lexus GS 350

Baldwin, NY

Fair PriceLimited · 16
$12,99595,296 mi

Market: $6,999 – $20,639

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Baldwin, NY

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

Baldwin, NY

Great DealModerate · 26
$13,00044,000 mi

Market: $14,242 – $21,055

Comparison: 26 similar vehicles

Competitively priced ~9% below the typical range compared to similar vehicles · 28 days listed (based on current market benchmarks)

Baldwin, NY

2015 BMW X5 xDrive35i

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

2015 BMW X5 xDrive35i

Baldwin, NY

Fair PriceModerate · 33
$13,322115,432 mi

Market: $6,500 – $22,500

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Baldwin, NY

2018 BMW X3 xDrive30i

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

2018 BMW X3 xDrive30i

Baldwin, NY

Fair PriceModerate · 30
$13,899117,567 mi

Market: $9,995 – $31,500

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Baldwin, NY

2014 Honda Civic Si

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

2014 Honda Civic Si

Baldwin, NY

Unscored
$13,995137,486 mi

Comparison: 7 similar vehicles

Baldwin, NY

2025 Nissan Versa Sedan SV

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

2025 Nissan Versa Sedan SV

Baldwin, NY

UnscoredInsufficient · 4
$14,50020,000 mi

Comparison: 4 similar vehicles

Baldwin, NY

2024 Chevrolet Malibu RS

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

2024 Chevrolet Malibu RS

Baldwin, NY

Unscored
$14,80064,000 mi

Comparison: 8 similar vehicles

Baldwin, NY

2021 Nissan Rogue SV

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

2021 Nissan Rogue SV

Baldwin, NY

Unscored
$14,951132,133 mi

Comparison: 46 similar vehicles

Baldwin, NY

2025 Nissan Sentra S

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

2025 Nissan Sentra S

Baldwin, NY

Unscored
$14,99545,901 mi

Comparison: 11 similar vehicles

Baldwin, NY

2016 BMW 4 Series 435i

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

2016 BMW 4 Series 435i

Baldwin, NY

Fair PriceLimited · 12
$14,995110,023 mi

Market: $11,500 – $19,985

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Baldwin, NY

2014 Honda Civic Si

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

2014 Honda Civic Si

Baldwin, NY

Unscored
$14,995132,145 mi

Comparison: 7 similar vehicles

Baldwin, NY

2016 RAM 1500 Pickup Express

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

2016 RAM 1500 Pickup Express

Baldwin, NY

Fair PriceLimited · 12
$14,996105,879 mi

Market: $9,995 – $17,995

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 808 days listed (based on current market benchmarks)

Baldwin, NY

2024 Volkswagen Jetta S

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

2024 Volkswagen Jetta S

Baldwin, NY

UnscoredInsufficient · 4
$15,50044,000 mi

Comparison: 4 similar vehicles

Baldwin, NY

2023 Hyundai Sonata SEL

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

2023 Hyundai Sonata SEL

Baldwin, NY

UnscoredInsufficient · 3
$15,50051,000 mi

Comparison: 3 similar vehicles

Baldwin, NY

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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