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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 · October 23, 2026

6M+

Unique vehicles analyzed

as of October 22, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

1,384 listings found

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

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

2009 Hyundai Sonata LIMITED

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

2009 Hyundai Sonata LIMITED

Plainville, CT

UnscoredInsufficient · 4
$2,999306,853 mi

Comparison: 4 similar vehicles

Plainville, CT

2009 Toyota Prius Standard

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

2009 Toyota Prius Standard

Plainville, CT

UnscoredInsufficient · 4
$3,400241,913 mi

Comparison: 4 similar vehicles

Plainville, 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

UnscoredLimited · 6
$3,499Mileage not verified

Comparison: 6 similar vehicles

Plainville, CT

2015 Ford Focus SE

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

2015 Ford Focus SE

Plainville, CT

UnscoredInsufficient · 3
$3,950141,979 mi

Comparison: 3 similar vehicles

Plainville, 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

UnscoredLimited · 6
$3,950198,817 mi

Comparison: 6 similar vehicles

Plainville, CT

2002 Mercedes-Benz M-Class ML 320

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

2002 Mercedes-Benz M-Class ML 320

Plainville, CT

UnscoredLimited · 5
$3,988159,384 mi

Comparison: 5 similar vehicles

Plainville, CT

2007 Nissan Versa S

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

2007 Nissan Versa S

Plainville, CT

UnscoredLimited · 7
$4,140147,900 mi

Comparison: 7 similar vehicles

Plainville, CT

1994 Buick LeSabre

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

1994 Buick LeSabre

Plainville, CT

UnscoredInsufficient · 0
$4,290175,786 mi

Plainville, CT

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

Plainville, CT

UnscoredInsufficient · 3
$4,448231,575 mi

Comparison: 3 similar vehicles

Plainville, CT

1997 Jeep Wrangler / TJ

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

1997 Jeep Wrangler / TJ

Plainville, CT

UnscoredInsufficient · 0
$4,486205,887 mi

Plainville, CT

2008 Jeep Compass Sport

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

2008 Jeep Compass Sport

Plainville, CT

UnscoredInsufficient · 3
$4,488137,250 mi

Comparison: 3 similar vehicles

Plainville, CT

2002 Mercedes-Benz E-Class E320 4Matic

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

2002 Mercedes-Benz E-Class E320 4Matic

Plainville, CT

UnscoredInsufficient · 0
$4,488119,425 mi

Plainville, CT

2008 BMW 5 Series 528xi

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

2008 BMW 5 Series 528xi

Plainville, CT

UnscoredLimited · 5
$4,716187,538 mi

Comparison: 5 similar vehicles

Plainville, CT

2011 Chevrolet HHR LT

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

2011 Chevrolet HHR LT

Plainville, CT

UnscoredLimited · 8
$4,771112,024 mi

Comparison: 8 similar vehicles

Plainville, CT

2002 Volvo S60 2.4T

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

2002 Volvo S60 2.4T

Plainville, CT

UnscoredInsufficient · 0
$4,79895,316 mi

Plainville, CT

2010 Toyota Prius III

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

2010 Toyota Prius III

Plainville, CT

UnscoredModerate · 20
$4,950206,345 mi

Comparison: 20 similar vehicles

Plainville, CT

2008 Toyota RAV4 Base

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

2008 Toyota RAV4 Base

Plainville, CT

UnscoredLimited · 5
$4,950192,969 mi

Comparison: 5 similar vehicles

Plainville, CT

No Photo

2010 Toyota Corolla LE

Plainville, CT

UnscoredLimited · 10
$4,978246,084 mi

Comparison: 10 similar vehicles

Plainville, CT

2012 Mazda MAZDA6 i Sport

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

2012 Mazda MAZDA6 i Sport

Plainville, CT

UnscoredInsufficient · 3
$4,988183,608 mi

Comparison: 3 similar vehicles

Plainville, CT

2006 BMW X5 3.0i

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

2006 BMW X5 3.0i

Plainville, CT

UnscoredLimited · 6
$4,999157,726 mi

Comparison: 6 similar vehicles

Plainville, CT

2005 BMW 3 Series 325

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

2005 BMW 3 Series 325

Plainville, CT

UnscoredLimited · 7
$4,999145,525 mi

Comparison: 7 similar vehicles

Plainville, CT

1999 Toyota Sienna LE

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

1999 Toyota Sienna LE

Plainville, CT

UnscoredInsufficient · 0
$4,999163,180 mi

Plainville, CT

2010 Suzuki Kizashi GTS

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

2010 Suzuki Kizashi GTS

Plainville, CT

UnscoredInsufficient · 0
$5,196143,031 mi

Plainville, CT

2006 Nissan Altima S

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

2006 Nissan Altima S

Plainville, CT

UnscoredInsufficient · 3
$5,388113,960 mi

Comparison: 3 similar vehicles

Plainville, CT

2014 Subaru Impreza 2.0I Sport Limited

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

2014 Subaru Impreza 2.0I Sport Limited

Plainville, CT

UnscoredLimited · 6
$5,398206,441 mi

Comparison: 6 similar vehicles

Plainville, CT

2013 Subaru Legacy I Premium

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

2013 Subaru Legacy I Premium

Plainville, CT

UnscoredModerate · 23
$5,450180,934 mi

Comparison: 23 similar vehicles

Plainville, CT

2012 Subaru Impreza 2.0I Premium

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

2012 Subaru Impreza 2.0I Premium

Plainville, CT

UnscoredLimited · 7
$5,471159,512 mi

Comparison: 7 similar vehicles

Plainville, CT

2006 Nissan Xterra SE

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

2006 Nissan Xterra SE

Plainville, CT

UnscoredInsufficient · 0
$5,488168,911 mi

Plainville, CT

2002 Nissan Pathfinder SE

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

2002 Nissan Pathfinder SE

Plainville, CT

UnscoredInsufficient · 0
$5,488111,753 mi

Plainville, CT

2003 Mercedes-Benz M-Class ML500

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

2003 Mercedes-Benz M-Class ML500

Plainville, CT

UnscoredInsufficient · 0
$5,496176,067 mi

Plainville, CT

2009 Ford Escape XLT

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

2009 Ford Escape XLT

Plainville, CT

UnscoredModerate · 24
$5,640159,357 mi

Comparison: 24 similar vehicles

Plainville, CT

2005 MINI Cooper Base

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

2005 MINI Cooper Base

Plainville, CT

UnscoredLimited · 5
$5,798164,698 mi

Comparison: 5 similar vehicles

Plainville, CT

2003 Chrysler PT Cruiser GT

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

2003 Chrysler PT Cruiser GT

Plainville, CT

UnscoredInsufficient · 0
$5,896129,664 mi

Plainville, CT

2013 Chevrolet Cruze 1LT

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

2013 Chevrolet Cruze 1LT

Plainville, CT

Fair PriceModerate · 30
$5,950112,600 mi

Market: $2,200 – $11,900

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 131 days listed (based on current market benchmarks)

Plainville, CT

2012 Acura TSX Base

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

2012 Acura TSX Base

Plainville, CT

UnscoredLimited · 8
$5,989205,264 mi

Comparison: 8 similar vehicles

Plainville, CT

2009 Audi A4 Premium

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

2009 Audi A4 Premium

Plainville, CT

UnscoredLimited · 14
$5,999157,600 mi

Comparison: 14 similar vehicles

Plainville, CT

2007 Jeep Commander Sport

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

2007 Jeep Commander Sport

Plainville, CT

UnscoredLimited · 7
$6,288184,645 mi

Comparison: 7 similar vehicles

Plainville, CT

2005 Toyota Prius Base

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

2005 Toyota Prius Base

Plainville, CT

UnscoredLimited · 9
$6,298148,600 mi

Comparison: 9 similar vehicles

Plainville, CT

2014 Toyota Corolla L

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

2014 Toyota Corolla L

Plainville, CT

UnscoredLimited · 19
$6,450204,185 mi

Comparison: 19 similar vehicles

Plainville, CT

2014 BMW 5 Series 535i

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

2014 BMW 5 Series 535i

Plainville, CT

UnscoredInsufficient · 3
$6,495164,518 mi

Comparison: 3 similar vehicles

Plainville, CT

2010 Mercedes-Benz E-Class E550 Luxury

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

2010 Mercedes-Benz E-Class E550 Luxury

Plainville, CT

UnscoredInsufficient · 0
$6,771187,486 mi

Plainville, CT

2012 Nissan Altima S

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

2012 Nissan Altima S

Plainville, CT

Fair PriceLimited · 12
$6,881111,638 mi

Market: $4,499 – $7,927

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Plainville, CT

2004 Toyota Sequoia SR5

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

2004 Toyota Sequoia SR5

Plainville, CT

UnscoredInsufficient · 0
$6,898214,864 mi

Plainville, CT

2019 Ford Fusion Hybrid SE

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

2019 Ford Fusion Hybrid SE

Plainville, CT

UnscoredModerate · 27
$6,950162,195 mi

Comparison: 27 similar vehicles

Plainville, CT

2014 Volkswagen Passat SEL Premium

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

2014 Volkswagen Passat SEL Premium

Plainville, CT

UnscoredLimited · 13
$6,950143,220 mi

Comparison: 13 similar vehicles

Plainville, CT

2016 Mazda MAZDA3 i Touring

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

2016 Mazda MAZDA3 i Touring

Plainville, CT

UnscoredLimited · 13
$6,991188,931 mi

Comparison: 13 similar vehicles

Plainville, CT

2016 Buick Cascada Premium

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

2016 Buick Cascada Premium

Plainville, CT

UnscoredLimited · 7
$7,354133,306 mi

Comparison: 7 similar vehicles

Plainville, CT

2013 Volkswagen Jetta SportWagen TDI

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

2013 Volkswagen Jetta SportWagen TDI

Plainville, CT

Salvage title
$7,388111,123 mi

Plainville, 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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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