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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 10, 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

488 listings found

2011 Hyundai Sonata SE

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

2011 Hyundai Sonata SE

Massapequa, NY

Unscored
$1,982228,743 mi

Comparison: 17 similar vehicles

Massapequa, NY

2013 Nissan Altima Sedan S

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

2013 Nissan Altima Sedan S

Massapequa, NY

Unscored
$2,482200,001 mi

Comparison: 37 similar vehicles

Massapequa, NY

2017 Toyota Camry LE

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

2017 Toyota Camry LE

Massapequa, NY

Unscored
$3,822343,962 mi

Comparison: 77 similar vehicles

Massapequa, NY

2008 Jeep Liberty Sport

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

2008 Jeep Liberty Sport

Massapequa, NY

Unscored
$4,500126,358 mi

Comparison: 9 similar vehicles

Massapequa, NY

2012 Jeep Liberty Limited

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

2012 Jeep Liberty Limited

Massapequa, NY

UnscoredInsufficient · 3
$5,795124,801 mi

Comparison: 3 similar vehicles

Massapequa, NY

2014 Hyundai Sonata GLS

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

2014 Hyundai Sonata GLS

Massapequa, NY

UnscoredInsufficient · 4
$5,977181,124 mi

Comparison: 4 similar vehicles

Massapequa, NY

2006 Land Rover Range Rover Sport HSE

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

2006 Land Rover Range Rover Sport HSE

Massapequa, NY

UnscoredInsufficient · 4
$5,977110,000 mi

Comparison: 4 similar vehicles

Massapequa, NY

2015 smart fortwo passion

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

2015 smart fortwo passion

Massapequa, NY

UnscoredInsufficient · 0
$6,82269,958 mi

Massapequa, NY

2014 Hyundai Sonata GLS

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

2014 Hyundai Sonata GLS

Massapequa, NY

UnscoredInsufficient · 4
$6,90099,000 mi

Comparison: 4 similar vehicles

Massapequa, NY

2014 BMW 3 Series 320i

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

2014 BMW 3 Series 320i

Massapequa, NY

UnscoredInsufficient · 4
$6,900130,000 mi

Comparison: 4 similar vehicles

Massapequa, NY

2011 Honda CR-V SE

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

2011 Honda CR-V SE

Massapequa, NY

Unscored
$6,900127,000 mi

Comparison: 6 similar vehicles

Massapequa, NY

2010 Toyota Prius I

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

2010 Toyota Prius I

Massapequa, NY

Fair PriceModerate · 32
$6,900102,000 mi

Market: $2,900 – $11,490

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 178 days listed (based on current market benchmarks)

Massapequa, NY

2015 MINI Countryman S

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

2015 MINI Countryman S

Massapequa, NY

UnscoredInsufficient · 4
$7,400109,000 mi

Comparison: 4 similar vehicles

Massapequa, NY

2012 MINI Cooper S

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

2012 MINI Cooper S

Massapequa, NY

Unscored
$7,500127,075 mi

Comparison: 10 similar vehicles

Massapequa, NY

2007 Pontiac Solstice GXP

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

2007 Pontiac Solstice GXP

Massapequa, NY

UnscoredInsufficient · 0
$7,822118,159 mi

Massapequa, NY

2014 Lincoln MKZ Base

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

2014 Lincoln MKZ Base

Massapequa, NY

Fair PriceLimited · 19
$7,900106,000 mi

Market: $5,900 – $14,590

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 137 days listed (based on current market benchmarks)

Massapequa, NY

2013 Mercedes-Benz C-Class C300 Luxury

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

2013 Mercedes-Benz C-Class C300 Luxury

Massapequa, NY

Fair PriceModerate · 46
$7,900104,000 mi

Market: $4,550 – $13,995

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 377 days listed (based on current market benchmarks)

Massapequa, NY

2020 Ford Escape SE

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

2020 Ford Escape SE

Massapequa, NY

Fair PriceLimited · 19
$8,90096,000 mi

Market: $8,995 – $14,325

Comparison: 19 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 205 days listed (based on current market benchmarks)

Massapequa, NY

2011 Land Rover LR2 Base

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

2011 Land Rover LR2 Base

Massapequa, NY

UnscoredInsufficient · 0
$8,97768,000 mi

Massapequa, NY

2015 Buick Enclave Leather

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

2015 Buick Enclave Leather

Massapequa, NY

Fair PriceModerate · 23
$9,822110,555 mi

Market: $5,999 – $15,590

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Massapequa, NY

2015 smart fortwo pure

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

2015 smart fortwo pure

Massapequa, NY

UnscoredInsufficient · 0
$9,82224,455 mi

Massapequa, NY

2015 INFINITI QX60 Base

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

2015 INFINITI QX60 Base

Massapequa, NY

Unscored
$9,977130,861 mi

Comparison: 5 similar vehicles

Massapequa, NY

2015 Honda Civic EX

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

2015 Honda Civic EX

Massapequa, NY

UnscoredInsufficient · 4
$9,995115,648 mi

Comparison: 4 similar vehicles

Massapequa, NY

2015 Subaru Impreza 2.0I

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

2015 Subaru Impreza 2.0I

Massapequa, NY

UnscoredInsufficient · 0
$10,82252,635 mi

Massapequa, NY

2013 FIAT 500 Abarth

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

2013 FIAT 500 Abarth

Massapequa, NY

UnscoredInsufficient · 0
$10,82243,146 mi

Massapequa, NY

2007 Ford Mustang GT Deluxe

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

2007 Ford Mustang GT Deluxe

Massapequa, NY

UnscoredInsufficient · 0
$10,82296,019 mi

Massapequa, NY

2014 Toyota Camry XLE Hybrid

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

2014 Toyota Camry XLE Hybrid

Massapequa, NY

Unscored
$10,999129,000 mi

Comparison: 11 similar vehicles

Massapequa, NY

2015 Toyota Prius Four

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

2015 Toyota Prius Four

Massapequa, NY

Unscored
$11,295107,395 mi

Comparison: 8 similar vehicles

Massapequa, NY

2006 Ford Mustang GT Premium

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

2006 Ford Mustang GT Premium

Massapequa, NY

Fair PriceLimited · 12
$11,82286,132 mi

Market: $9,999 – $25,000

Comparison: 12 similar vehicles

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

Massapequa, NY

2006 Ford Mustang GT Premium

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

2006 Ford Mustang GT Premium

Massapequa, NY

Fair PriceLimited · 12
$12,82276,484 mi

Market: $9,999 – $25,000

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Massapequa, NY

2005 Ford Mustang GT Deluxe

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

2005 Ford Mustang GT Deluxe

Massapequa, NY

UnscoredInsufficient · 0
$12,82261,430 mi

Massapequa, NY

2016 Ford Transit Base

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

2016 Ford Transit Base

Massapequa, NY

Fair PriceModerate · 25
$12,99599,282 mi

Market: $12,850 – $27,995

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 125 days listed (based on current market benchmarks)

Massapequa, NY

2012 GMC Yukon Denali

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

2012 GMC Yukon Denali

Massapequa, NY

Unscored
$12,995114,930 mi

Comparison: 5 similar vehicles

Massapequa, NY

2019 Toyota Camry LE

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

2019 Toyota Camry LE

Massapequa, NY

UnscoredInsufficient · 3
$12,999146,000 mi

Comparison: 3 similar vehicles

Massapequa, NY

2015 Audi Q3 Prestige

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

2015 Audi Q3 Prestige

Massapequa, NY

Unscored
$12,99980,000 mi

Comparison: 8 similar vehicles

Massapequa, NY

2015 Jeep Wrangler Sport

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

2015 Jeep Wrangler Sport

Massapequa, NY

Unscored
$13,82299,906 mi

Comparison: 5 similar vehicles

Massapequa, NY

2014 Jeep Wrangler Unlimited Sport

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

2014 Jeep Wrangler Unlimited Sport

Massapequa, NY

Fair PriceLimited · 19
$13,977102,267 mi

Market: $8,995 – $25,550

Comparison: 19 similar vehicles

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

Massapequa, NY

2017 BMW 3 Series 330i

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

2017 BMW 3 Series 330i

Massapequa, NY

Unscored
$13,99582,935 mi

Comparison: 9 similar vehicles

Massapequa, NY

2018 Audi Q5 Premium Plus

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

2018 Audi Q5 Premium Plus

Massapequa, NY

Fair PriceModerate · 25
$14,47788,906 mi

Market: $7,995 – $19,995

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 103 days listed (based on current market benchmarks)

Massapequa, 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

Massapequa, NY

UnscoredInsufficient · 0
$14,82239,834 mi

Massapequa, NY

2021 Jeep Cherokee Limited

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

2021 Jeep Cherokee Limited

Massapequa, NY

Fair PriceLimited · 15
$15,97792,694 mi

Market: $12,995 – $21,999

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

Massapequa, NY

2017 Land Rover Range Rover Sport HSE

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

2017 Land Rover Range Rover Sport HSE

Massapequa, NY

UnscoredInsufficient · 3
$15,97785,098 mi

Comparison: 3 similar vehicles

Massapequa, NY

2014 Jeep Wrangler Unlimited Sahara

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

2014 Jeep Wrangler Unlimited Sahara

Massapequa, NY

Unscored
$15,99595,056 mi

Comparison: 8 similar vehicles

Massapequa, NY

2021 Toyota Corolla LE

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

2021 Toyota Corolla LE

Massapequa, NY

UnscoredInsufficient · 3
$15,99859,246 mi

Comparison: 3 similar vehicles

Massapequa, NY

2022 Volkswagen Passat SE

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

2022 Volkswagen Passat SE

Massapequa, NY

UnscoredInsufficient · 3
$15,99953,000 mi

Comparison: 3 similar vehicles

Massapequa, NY

2019 Mercedes-Benz C-Class Sedan C300

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

2019 Mercedes-Benz C-Class Sedan C300

Massapequa, NY

Fair PriceLimited · 18
$15,99970,000 mi

Market: $11,999 – $22,995

Comparison: 18 similar vehicles

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

Massapequa, NY

2022 Hyundai Tucson SEL

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

2022 Hyundai Tucson SEL

Massapequa, NY

Unscored
$16,47771,328 mi

Comparison: 5 similar vehicles

Massapequa, NY

2018 Ford F-150 XL

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

2018 Ford F-150 XL

Massapequa, NY

Unscored
$16,500107,938 mi

Comparison: 6 similar vehicles

Massapequa, NY

2018 Land Rover Discovery HSE

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

2018 Land Rover Discovery HSE

Massapequa, NY

Fair PriceLimited · 19
$16,80072,444 mi

Market: $11,995 – $18,995

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Massapequa, NY

2016 Audi A7 Prestige

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

2016 Audi A7 Prestige

Massapequa, NY

Unscored
$17,82269,538 mi

Comparison: 6 similar vehicles

Massapequa, NY

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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