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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 3, 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

50,000+ listings found(add a location or filter to narrow results)

2011 Hyundai Sonata Limited

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

2011 Hyundai Sonata Limited

Massapequa, NY

Unscored
$1,982228,743 mi

Comparison: 36 similar vehicles

Massapequa, NY

2012 Volkswagen Jetta S

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

2012 Volkswagen Jetta S

Naugatuck, CT

Unscored
$1,995190,889 mi

Comparison: 7 similar vehicles

Naugatuck, CT

1982 Chevrolet

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

1982 Chevrolet

Ansonia, CT

UnscoredInsufficient · 0
$1,99930,042 mi

Ansonia, CT

2003 Toyota Matrix Base

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

2003 Toyota Matrix Base

Hicksville, NY

UnscoredInsufficient · 3
$2,000163,955 mi

Comparison: 3 similar vehicles

Hicksville, NY

No Photo

2008 Honda Civic EX-L

Bridgeport, CT

Unscored
$2,100206,541 mi

Comparison: 5 similar vehicles

Bridgeport, CT

2007 Honda Civic EX

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

2007 Honda Civic EX

New Haven, CT

Unscored
$2,298256,368 mi

Comparison: 9 similar vehicles

New Haven, CT

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: 36 similar vehicles

Massapequa, NY

2013 Chevrolet Spark 1LT

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

2013 Chevrolet Spark 1LT

Montville, CT

Unscored
$2,495120,500 mi

Comparison: 7 similar vehicles

Montville, CT

2012 Hyundai Accent GS

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

2012 Hyundai Accent GS

New Haven, CT

UnscoredInsufficient · 0
$2,498155,270 mi

New Haven, CT

2007 Hyundai Santa Fe GLS

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

2007 Hyundai Santa Fe GLS

New Haven, CT

Unscored
$2,499194,700 mi

Comparison: 8 similar vehicles

New Haven, CT

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

Waterbury, CT

Unscored
$2,950173,709 mi

Comparison: 31 similar vehicles

Waterbury, CT

2012 Subaru Outback Premium

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

2012 Subaru Outback Premium

Naugatuck, CT

Salvage title
$2,950191,764 mi

Naugatuck, CT

2006 Toyota Highlander Sport

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

2006 Toyota Highlander Sport

Naugatuck, CT

Unscored
$2,950225,100 mi

Comparison: 10 similar vehicles

Naugatuck, CT

2011 Jeep Compass Limited

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

2011 Jeep Compass Limited

East Islip, NY

Salvage title
$2,995172,000 mi

East Islip, NY

2008 Chrysler Sebring Touring

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

2008 Chrysler Sebring Touring

East Meadow, NY

Unscored
$2,995146,000 mi

Comparison: 9 similar vehicles

East Meadow, NY

2006 Chevrolet Express Cargo Work

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

2006 Chevrolet Express Cargo Work

Waterbury, CT

UnscoredInsufficient · 3
$2,995242,000 mi

Comparison: 3 similar vehicles

Waterbury, CT

2006 Toyota Corolla CE

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

2006 Toyota Corolla CE

Waterbury, CT

UnscoredInsufficient · 4
$2,995205,000 mi

Comparison: 4 similar vehicles

Waterbury, CT

2001 Chevrolet Blazer LS

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

2001 Chevrolet Blazer LS

Waterbury, CT

UnscoredInsufficient · 3
$2,995156,000 mi

Comparison: 3 similar vehicles

Waterbury, CT

2009 Chevrolet Impala LS

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

2009 Chevrolet Impala LS

Commack, NY

Unscored
$2,999197,199 mi

Comparison: 5 similar vehicles

Commack, NY

2007 Mercedes-Benz C-Class C230 Sport

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

2007 Mercedes-Benz C-Class C230 Sport

Commack, NY

UnscoredInsufficient · 0
$2,999126,589 mi

Commack, NY

2014 Ford F-150 XL

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

2014 Ford F-150 XL

Montville, CT

Unscored
$3,295250,000 mi

Comparison: 25 similar vehicles

Montville, CT

2012 Kia Optima EX

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

2012 Kia Optima EX

Montville, CT

Unscored
$3,295167,000 mi

Comparison: 10 similar vehicles

Montville, CT

2008 Dodge Ram 1500 Pickup SLT

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

2008 Dodge Ram 1500 Pickup SLT

Middle Island, NY

Unscored
$3,300240,158 mi

Comparison: 9 similar vehicles

Middle Island, NY

2006 Ford Taurus SE

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

2006 Ford Taurus SE

Wallingford, CT

UnscoredInsufficient · 0
$3,488149,962 mi

Wallingford, CT

2006 Chevrolet Malibu Maxx LT

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

2006 Chevrolet Malibu Maxx LT

Wallingford, CT

UnscoredInsufficient · 0
$3,488217,635 mi

Wallingford, CT

2005 Ford Crown Victoria Police

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

2005 Ford Crown Victoria Police

Wallingford, CT

UnscoredInsufficient · 0
$3,488202,189 mi

Wallingford, CT

2000 BMW 5 Series 528I

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

2000 BMW 5 Series 528I

Wallingford, CT

UnscoredInsufficient · 0
$3,488259,160 mi

Wallingford, CT

2013 MINI Cooper S

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

2013 MINI Cooper S

West Haven, CT

Unscored
$3,489186,695 mi

Comparison: 30 similar vehicles

West Haven, CT

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Montville, CT

UnscoredInsufficient · 3
$3,495159,000 mi

Comparison: 3 similar vehicles

Montville, CT

2011 Subaru Outback I Premium

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

2011 Subaru Outback I Premium

New Haven, CT

Unscored
$3,495242,090 mi

Comparison: 8 similar vehicles

New Haven, CT

2010 Subaru Legacy I Premium

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

2010 Subaru Legacy I Premium

Meriden, CT

Unscored
$3,495196,252 mi

Comparison: 12 similar vehicles

Meriden, CT

2007 Subaru Outback I Basic

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

2007 Subaru Outback I Basic

Meriden, CT

UnscoredInsufficient · 3
$3,495234,000 mi

Comparison: 3 similar vehicles

Meriden, CT

2005 Nissan Altima

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

2005 Nissan Altima

Waterbury, CT

UnscoredInsufficient · 0
$3,495115,000 mi

Waterbury, CT

2005 Toyota Camry LE

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

2005 Toyota Camry LE

Port Jefferson Station, NY

Unscored
$3,495134,247 mi

Comparison: 24 similar vehicles

Port Jefferson Station, NY

2007 Nissan Altima S

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

2007 Nissan Altima S

Meriden, CT

UnscoredInsufficient · 3
$3,500135,621 mi

Comparison: 3 similar vehicles

Meriden, CT

1999 Dodge Grand Caravan SE

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

1999 Dodge Grand Caravan SE

Islip Terrace, NY

UnscoredInsufficient · 0
$3,50074,546 mi

Islip Terrace, NY

2013 Chevrolet Sonic LT

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

2013 Chevrolet Sonic LT

New Haven, CT

Unscored
$3,590143,493 mi

Comparison: 19 similar vehicles

New Haven, CT

2009 Dodge Grand Caravan SE

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

2009 Dodge Grand Caravan SE

Wallingford, CT

Unscored
$3,788280,078 mi

Comparison: 6 similar vehicles

Wallingford, CT

2013 Chevrolet Sonic LS

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

2013 Chevrolet Sonic LS

Portland, CT

UnscoredInsufficient · 0
$3,795101,172 mi

Portland, CT

2002 Toyota Rav4 Base

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

2002 Toyota Rav4 Base

Waterbury, CT

UnscoredInsufficient · 0
$3,795184,000 mi

Waterbury, CT

2007 Acura MDX Technology & Entertainment Package

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

2007 Acura MDX Technology & Entertainment Package

Meriden, CT

UnscoredInsufficient · 0
$3,800219,563 mi

Meriden, CT

2004 Mazda MAZDA6 s

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

2004 Mazda MAZDA6 s

Bridgeport, CT

UnscoredInsufficient · 4
$3,800Mileage not verified

Comparison: 4 similar vehicles

Bridgeport, CT

2002 Chevrolet Silverado 1500 LS

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

2002 Chevrolet Silverado 1500 LS

Bridgeport, CT

Unscored
$3,800240,000 mi

Comparison: 7 similar vehicles

Bridgeport, CT

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

UnscoredInsufficient · 3
$3,822343,962 mi

Comparison: 3 similar vehicles

Massapequa, NY

2005 Mercury Montego Luxury

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

2005 Mercury Montego Luxury

Mount Sinai, NY

UnscoredInsufficient · 0
$3,888110,548 mi

Mount Sinai, NY

2012 Toyota Prius One

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

2012 Toyota Prius One

New Haven, CT

Unscored
$3,898359,474 mi

Comparison: 7 similar vehicles

New Haven, CT

2009 Volkswagen Jetta SE

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

2009 Volkswagen Jetta SE

Bridgeport, CT

Unscored
$3,900130,192 mi

Comparison: 8 similar vehicles

Bridgeport, CT

2011 Hyundai Santa Fe GLS

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

2011 Hyundai Santa Fe GLS

Riverhead, NY

Unscored
$3,911240,190 mi

Comparison: 13 similar vehicles

Riverhead, NY

2012 Ford Taurus Limited

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

2012 Ford Taurus Limited

Stamford, CT

Unscored
$3,950116,162 mi

Comparison: 5 similar vehicles

Stamford, CT

2012 Nissan Sentra SL

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

2012 Nissan Sentra SL

Milford, CT

UnscoredInsufficient · 3
$3,950201,025 mi

Comparison: 3 similar vehicles

Milford, 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 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 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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