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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 11, 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

597 listings found

2012 Volkswagen Jetta S

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

2012 Volkswagen Jetta S

Hamden, CT

Unscored
$5,995130,000 mi

Comparison: 8 similar vehicles

Hamden, CT

2014 Subaru Outback Base

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

2014 Subaru Outback Base

Hamden, CT

UnscoredInsufficient · 3
$6,594165,961 mi

Comparison: 3 similar vehicles

Hamden, CT

2012 Subaru Legacy I Limited

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

2012 Subaru Legacy I Limited

Hamden, CT

Unscored
$6,995136,588 mi

Comparison: 13 similar vehicles

Hamden, CT

2014 Hyundai Santa Fe Sport

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

2014 Hyundai Santa Fe Sport

Hamden, CT

UnscoredInsufficient · 4
$7,594144,839 mi

Comparison: 4 similar vehicles

Hamden, CT

2016 GMC Acadia SLT-1

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

2016 GMC Acadia SLT-1

Hamden, CT

UnscoredInsufficient · 3
$7,995142,810 mi

Comparison: 3 similar vehicles

Hamden, CT

2015 Chevrolet Traverse 2LT

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

2015 Chevrolet Traverse 2LT

Hamden, CT

Unscored
$7,995136,772 mi

Comparison: 17 similar vehicles

Hamden, CT

2014 Volkswagen Passat S

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

2014 Volkswagen Passat S

Hamden, CT

Fair PriceModerate · 22
$7,99596,879 mi

Market: $3,499 – $10,975

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 249 days listed (based on current market benchmarks)

Hamden, CT

2014 Nissan JUKE S

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

2014 Nissan JUKE S

Hamden, CT

Unscored
$7,995120,232 mi

Comparison: 16 similar vehicles

Hamden, CT

2013 GMC Terrain Denali

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

2013 GMC Terrain Denali

Hamden, CT

Unscored
$7,995146,420 mi

Comparison: 5 similar vehicles

Hamden, CT

2011 Volkswagen Jetta SEL w/Sunroof

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

2011 Volkswagen Jetta SEL w/Sunroof

Hamden, CT

UnscoredInsufficient · 0
$8,49593,149 mi

Hamden, CT

2008 INFINITI G 35

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

2008 INFINITI G 35

Hamden, CT

Unscored
$8,495134,014 mi

Comparison: 10 similar vehicles

Hamden, CT

2017 Chevrolet Traverse 2LT

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

2017 Chevrolet Traverse 2LT

Hamden, CT

Unscored
$8,995133,423 mi

Comparison: 5 similar vehicles

Hamden, CT

2014 Nissan Altima SV

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

2014 Nissan Altima SV

Hamden, CT

Unscored
$8,995124,000 mi

Comparison: 51 similar vehicles

Hamden, CT

2012 Volkswagen Tiguan S

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

2012 Volkswagen Tiguan S

Hamden, CT

OverpricedModerate · 35
$8,99599,673 mi

Market: $2,400 – $7,495

Comparison: 35 similar vehicles

Priced ~20% above the typical market range for similar vehicles (based on current market benchmarks)

Hamden, CT

2011 Nissan Rogue SV

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

2011 Nissan Rogue SV

Hamden, CT

Unscored
$8,99579,720 mi

Comparison: 6 similar vehicles

Hamden, CT

1993 Chevrolet Corvette

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

1993 Chevrolet Corvette

Hamden, CT

UnscoredInsufficient · 0
$8,99598,197 mi

Hamden, CT

2016 Audi A6 Premium Plus

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

2016 Audi A6 Premium Plus

Hamden, CT

Unscored
$9,495122,946 mi

Comparison: 5 similar vehicles

Hamden, CT

2019 Jeep Renegade Latitude

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

2019 Jeep Renegade Latitude

Hamden, CT

Unscored
$9,499132,680 mi

Comparison: 10 similar vehicles

Hamden, CT

2020 Kia FORTE GT-Line

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

2020 Kia FORTE GT-Line

Hamden, CT

Unscored
$9,594151,969 mi

Comparison: 10 similar vehicles

Hamden, CT

2015 Nissan Altima S

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

2015 Nissan Altima S

Hamden, CT

Unscored
$9,594119,345 mi

Comparison: 7 similar vehicles

Hamden, CT

2015 Subaru Legacy 2.5i Premium

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

2015 Subaru Legacy 2.5i Premium

Hamden, CT

Unscored
$9,594129,653 mi

Comparison: 6 similar vehicles

Hamden, CT

2014 Toyota Corolla S Plus

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

2014 Toyota Corolla S Plus

Hamden, CT

UnscoredInsufficient · 4
$9,594170,386 mi

Comparison: 4 similar vehicles

Hamden, CT

2018 Nissan Altima S

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

2018 Nissan Altima S

Hamden, CT

Unscored
$9,995126,000 mi

Comparison: 9 similar vehicles

Hamden, CT

2018 Hyundai Sonata Hybrid SE

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

2018 Hyundai Sonata Hybrid SE

Hamden, CT

UnscoredInsufficient · 0
$9,995110,279 mi

Hamden, CT

2016 Lincoln MKX Select

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

2016 Lincoln MKX Select

Hamden, CT

Unscored
$9,995136,184 mi

Comparison: 61 similar vehicles

Hamden, CT

2015 Subaru Forester i Premium

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

2015 Subaru Forester i Premium

Hamden, CT

Unscored
$9,995121,840 mi

Comparison: 31 similar vehicles

Hamden, CT

2014 Chevrolet Express Cargo Work Van

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

2014 Chevrolet Express Cargo Work Van

Hamden, CT

Unscored
$9,995179,000 mi

Comparison: 53 similar vehicles

Hamden, CT

2012 Cadillac CTS Sport Sedan Premium Collection

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

2012 Cadillac CTS Sport Sedan Premium Collection

Hamden, CT

UnscoredInsufficient · 0
$9,995106,060 mi

Hamden, CT

2017 Jeep Patriot High Altitude Edition

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

2017 Jeep Patriot High Altitude Edition

Hamden, CT

Fair PriceModerate · 32
$10,495103,466 mi

Market: $3,900 – $13,071

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 133 days listed (based on current market benchmarks)

Hamden, CT

2016 Nissan Rogue SL

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

2016 Nissan Rogue SL

Hamden, CT

Unscored
$10,495127,598 mi

Comparison: 13 similar vehicles

Hamden, CT

2018 Nissan Pathfinder SV

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

2018 Nissan Pathfinder SV

Hamden, CT

UnscoredInsufficient · 3
$10,594123,461 mi

Comparison: 3 similar vehicles

Hamden, CT

2013 Mazda CX-5 Sport

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

2013 Mazda CX-5 Sport

Hamden, CT

OverpricedLimited · 11
$10,594144,841 mi

Market: $6,199 – $9,315

Comparison: 11 similar vehicles

Priced ~14% above the typical market range for similar vehicles (based on current market benchmarks)

Hamden, CT

2013 Mazda CX-9 Grand Touring

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

2013 Mazda CX-9 Grand Touring

Hamden, CT

OverpricedModerate · 21
$10,594142,222 mi

Market: $5,650 – $10,499

Comparison: 21 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Hamden, CT

2016 Jeep Cherokee High Altitude

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

2016 Jeep Cherokee High Altitude

Hamden, CT

UnscoredInsufficient · 3
$10,995108,222 mi

Comparison: 3 similar vehicles

Hamden, CT

2016 Chevrolet Impala Limited 1LZ

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

2016 Chevrolet Impala Limited 1LZ

Hamden, CT

Unscored
$10,99593,828 mi

Comparison: 5 similar vehicles

Hamden, CT

2012 Acura TSX Technology Package

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

2012 Acura TSX Technology Package

Hamden, CT

Unscored
$11,495141,897 mi

Comparison: 11 similar vehicles

Hamden, CT

2017 Honda Accord EX

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

2017 Honda Accord EX

Hamden, CT

Unscored
$11,594135,000 mi

Comparison: 50 similar vehicles

Hamden, CT

2018 Mazda Mazda3 Sport

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

2018 Mazda Mazda3 Sport

Hamden, CT

Fair PriceModerate · 22
$11,799119,268 mi

Market: $8,800 – $16,998

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Hamden, CT

2017 Chrysler Pacifica Limited

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

2017 Chrysler Pacifica Limited

Hamden, CT

Fair PriceModerate · 37
$11,995116,082 mi

Market: $10,695 – $37,999

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Hamden, CT

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Hamden, CT

Fair PriceLimited · 10
$11,99572,742 mi

Market: $4,995 – $12,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 414 days listed (based on current market benchmarks)

Hamden, CT

2012 Acura TL Advance Package

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

2012 Acura TL Advance Package

Hamden, CT

UnscoredInsufficient · 0
$11,995109,669 mi

Hamden, CT

2018 Volkswagen Tiguan SE

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

2018 Volkswagen Tiguan SE

Hamden, CT

Fair PriceLimited · 11
$12,336103,639 mi

Market: $8,999 – $13,894

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Hamden, CT

2017 Kia Sorento LX

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

2017 Kia Sorento LX

Hamden, CT

Unscored
$12,59469,020 mi

Comparison: 6 similar vehicles

Hamden, CT

2018 Ford Edge Titanium

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

2018 Ford Edge Titanium

Hamden, CT

Unscored
$12,87495,222 mi

Comparison: 7 similar vehicles

Hamden, CT

2016 Jeep Cherokee Limited

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

2016 Jeep Cherokee Limited

Hamden, CT

Unscored
$12,89988,867 mi

Comparison: 5 similar vehicles

Hamden, CT

2019 Ford Edge Titanium

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

2019 Ford Edge Titanium

Hamden, CT

Unscored
$12,995100,187 mi

Comparison: 8 similar vehicles

Hamden, CT

2013 Acura TL Technology Package

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

2013 Acura TL Technology Package

Hamden, CT

UnscoredInsufficient · 4
$12,995116,922 mi

Comparison: 4 similar vehicles

Hamden, CT

2019 Jeep Renegade Latitude

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

2019 Jeep Renegade Latitude

Hamden, CT

Fair PriceLimited · 11
$13,49581,928 mi

Market: $8,950 – $13,795

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

Hamden, CT

2015 Jeep Wrangler Unlimited Sport

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

2015 Jeep Wrangler Unlimited Sport

Hamden, CT

Unscored
$13,499121,326 mi

Comparison: 11 similar vehicles

Hamden, CT

2016 MINI Countryman S

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

2016 MINI Countryman S

Hamden, CT

Unscored
$13,59456,180 mi

Comparison: 5 similar vehicles

Hamden, CT

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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