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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

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

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: 8 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

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: 10 similar vehicles

New Haven, 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
$2,450191,764 mi

Naugatuck, CT

2003 Saab 9-5 Linear

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

2003 Saab 9-5 Linear

Plainville, CT

UnscoredInsufficient · 0
$2,490290,890 mi

Plainville, CT

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: 12 similar vehicles

Montville, CT

2008 Mercury Sable Premier

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

2008 Mercury Sable Premier

East Hartford, CT

UnscoredInsufficient · 0
$2,495158,718 mi

East Hartford, 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

Unscored
$2,495205,000 mi

Comparison: 6 similar vehicles

Waterbury, CT

2004 Lincoln Navigator Luxury

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

2004 Lincoln Navigator Luxury

Middle Island, NY

UnscoredInsufficient · 3
$2,495260,543 mi

Comparison: 3 similar vehicles

Middle Island, NY

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: 6 similar vehicles

New Haven, CT

2012 Jeep Patriot Latitude

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

2012 Jeep Patriot Latitude

Windham, CT

Unscored
$2,500147,525 mi

Comparison: 13 similar vehicles

Windham, CT

2001 Toyota Corolla LE

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

2001 Toyota Corolla LE

East Hartford, CT

UnscoredInsufficient · 0
$2,595205,179 mi

East Hartford, CT

2003 Honda Accord EX

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

2003 Honda Accord EX

New Haven, CT

Unscored
$2,890235,759 mi

Comparison: 5 similar vehicles

New Haven, CT

2001 Ford Expedition Eddie Bauer

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

2001 Ford Expedition Eddie Bauer

Plainville, CT

UnscoredInsufficient · 0
$2,890209,929 mi

Plainville, 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

2011 Nissan Pathfinder S

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

2011 Nissan Pathfinder S

Naugatuck, CT

UnscoredInsufficient · 4
$2,950238,996 mi

Comparison: 4 similar vehicles

Naugatuck, CT

2012 Hyundai Sonata GLS

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

2012 Hyundai Sonata GLS

Montville, CT

UnscoredInsufficient · 3
$2,995184,000 mi

Comparison: 3 similar vehicles

Montville, 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

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

2004 Chevrolet Malibu LS

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

2004 Chevrolet Malibu LS

East Hartford, CT

UnscoredInsufficient · 0
$2,999150,596 mi

East Hartford, CT

2004 Toyota Camry LE V6

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

2004 Toyota Camry LE V6

East Hartford, CT

UnscoredInsufficient · 0
$2,999180,432 mi

East Hartford, CT

No Photo

2003 Mitsubishi Outlander XLS AWD

Bridgeport, CT

UnscoredInsufficient · 0
$2,999123,791 mi

Bridgeport, CT

2002 Acura TL Base

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

2002 Acura TL Base

East Hartford, CT

UnscoredInsufficient · 0
$2,999155,613 mi

East Hartford, CT

2002 Honda Civic EX

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

2002 Honda Civic EX

East Hartford, CT

Unscored
$2,999156,971 mi

Comparison: 7 similar vehicles

East Hartford, CT

2011 Chevrolet Malibu 2LT

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

2011 Chevrolet Malibu 2LT

Windham, CT

UnscoredInsufficient · 0
$3,000Mileage not verified

Windham, CT

1999 Volkswagen Passat GLS

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

1999 Volkswagen Passat GLS

Plainville, CT

UnscoredInsufficient · 0
$3,228154,000 mi

Plainville, 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: 7 similar vehicles

Middle Island, NY

2012 Chevrolet Suburban LT

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

2012 Chevrolet Suburban LT

Naugatuck, CT

Unscored
$3,450285,286 mi

Comparison: 9 similar vehicles

Naugatuck, CT

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

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

2003 Dodge Grand Caravan EX

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

2003 Dodge Grand Caravan EX

Wallingford, CT

UnscoredInsufficient · 0
$3,488172,201 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: 33 similar vehicles

West Haven, 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: 15 similar vehicles

Meriden, CT

2010 Toyota Prius III

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

2010 Toyota Prius III

Patchogue, NY

Unscored
$3,495221,204 mi

Comparison: 6 similar vehicles

Patchogue, NY

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: 32 similar vehicles

Port Jefferson Station, NY

2006 Acura TSX Base

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

2006 Acura TSX Base

New Haven, CT

Unscored
$3,498224,400 mi

Comparison: 13 similar vehicles

New Haven, CT

2009 Honda Accord LX-P

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

2009 Honda Accord LX-P

East Hartford, CT

Unscored
$3,499195,656 mi

Comparison: 16 similar vehicles

East Hartford, CT

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Plainville, CT

Unscored
$3,499188,948 mi

Comparison: 8 similar vehicles

Plainville, CT

2008 Honda Civic LX

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

2008 Honda Civic LX

East Hartford, CT

Unscored
$3,499154,538 mi

Comparison: 10 similar vehicles

East Hartford, CT

2001 Honda Civic LX

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

2001 Honda Civic LX

East Hartford, CT

UnscoredInsufficient · 3
$3,499137,381 mi

Comparison: 3 similar vehicles

East Hartford, CT

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

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

2014 Jeep Patriot Latitude

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

2014 Jeep Patriot Latitude

Waterbury, CT

UnscoredInsufficient · 3
$3,695114,215 mi

Comparison: 3 similar vehicles

Waterbury, 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 · 3
$3,695184,000 mi

Comparison: 3 similar vehicles

Waterbury, CT

2009 Mitsubishi Outlander SE

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

2009 Mitsubishi Outlander SE

Naugatuck, CT

UnscoredInsufficient · 0
$3,750148,740 mi

Naugatuck, 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

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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