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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

30,137 listings found

1994 Chevrolet Cavalier

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

1994 Chevrolet Cavalier

Erie, PA

UnscoredInsufficient · 0
$1,999Mileage not verified

Erie, PA

2007 Toyota Highlander

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

2007 Toyota Highlander

Buffalo, NY

UnscoredInsufficient · 0
$2,798201,175 mi

Buffalo, NY

2013 Chrysler 200 Limited

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

2013 Chrysler 200 Limited

Buffalo, NY

Unscored
$2,800116,126 mi

Comparison: 15 similar vehicles

Buffalo, NY

2012 Chevrolet Cruze 2LT

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

2012 Chevrolet Cruze 2LT

Irving, NY

Unscored
$2,800135,000 mi

Comparison: 5 similar vehicles

Irving, NY

2012 Kia Forte EX

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

2012 Kia Forte EX

Irving, NY

Unscored
$2,900150,000 mi

Comparison: 7 similar vehicles

Irving, NY

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Buffalo, NY

Unscored
$2,995191,094 mi

Comparison: 22 similar vehicles

Buffalo, NY

2006 Toyota Camry Solara SLE

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

2006 Toyota Camry Solara SLE

Erie, PA

UnscoredInsufficient · 0
$2,999263,517 mi

Erie, PA

2007 Chevrolet Impala LS

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

2007 Chevrolet Impala LS

Buffalo, NY

UnscoredInsufficient · 0
$3,045143,625 mi

Buffalo, NY

2009 Nissan Altima S

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

2009 Nissan Altima S

Buffalo, NY

Unscored
$3,149137,749 mi

Comparison: 7 similar vehicles

Buffalo, NY

2011 Volvo XC90 3.2

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

2011 Volvo XC90 3.2

Little Valley, NY

UnscoredInsufficient · 3
$3,200122,366 mi

Comparison: 3 similar vehicles

Little Valley, NY

2013 Ford Focus SE

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

2013 Ford Focus SE

Buffalo, NY

Unscored
$3,250142,961 mi

Comparison: 17 similar vehicles

Buffalo, NY

2011 Ford Fusion SE

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

2011 Ford Fusion SE

Buffalo, NY

Unscored
$3,375141,560 mi

Comparison: 10 similar vehicles

Buffalo, NY

2012 Chevrolet Silverado 1500 Work Truck

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

2012 Chevrolet Silverado 1500 Work Truck

Buffalo, NY

Unscored
$3,498174,299 mi

Comparison: 7 similar vehicles

Buffalo, NY

2012 Nissan Sentra SR

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

2012 Nissan Sentra SR

Erie, PA

Unscored
$3,499177,987 mi

Comparison: 9 similar vehicles

Erie, PA

2012 Toyota Prius c One

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

2012 Toyota Prius c One

Irving, NY

UnscoredInsufficient · 0
$3,500190,000 mi

Irving, NY

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

Irving, NY

Unscored
$3,500225,000 mi

Comparison: 17 similar vehicles

Irving, NY

2011 Honda Pilot Touring

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

2011 Honda Pilot Touring

Irving, NY

Unscored
$3,500291,000 mi

Comparison: 8 similar vehicles

Irving, NY

2007 Cadillac DTS Luxury I

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

2007 Cadillac DTS Luxury I

Bowmansville, NY

UnscoredInsufficient · 0
$3,500114,260 mi

Bowmansville, NY

2013 Chevrolet Impala LT

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

2013 Chevrolet Impala LT

Buffalo, NY

Unscored
$3,549125,841 mi

Comparison: 7 similar vehicles

Buffalo, NY

2011 Subaru Legacy I Premium

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

2011 Subaru Legacy I Premium

Erie, PA

Unscored
$3,600179,300 mi

Comparison: 13 similar vehicles

Erie, PA

2005 Buick LeSabre Custom

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

2005 Buick LeSabre Custom

Cheektowaga, NY

UnscoredInsufficient · 0
$3,750133,750 mi

Cheektowaga, NY

2016 Chevrolet Trax LS

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

2016 Chevrolet Trax LS

Buffalo, NY

UnscoredInsufficient · 3
$3,850151,267 mi

Comparison: 3 similar vehicles

Buffalo, NY

2012 Mitsubishi Outlander Sport SE

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

2012 Mitsubishi Outlander Sport SE

Irving, NY

UnscoredInsufficient · 0
$3,900199,000 mi

Irving, NY

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

Irving, NY

UnscoredInsufficient · 4
$3,900208,471 mi

Comparison: 4 similar vehicles

Irving, NY

2005 Kia Sportage LX

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

2005 Kia Sportage LX

Buffalo, NY

UnscoredInsufficient · 0
$3,912121,487 mi

Buffalo, NY

2013 Honda CR-Z Base

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

2013 Honda CR-Z Base

North East, PA

UnscoredInsufficient · 0
$3,995202,835 mi

North East, PA

2008 Volkswagen Passat Turbo

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

2008 Volkswagen Passat Turbo

North East, PA

UnscoredInsufficient · 0
$3,995101,032 mi

North East, PA

2000 Ford Explorer XLT

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

2000 Ford Explorer XLT

Erie, PA

UnscoredInsufficient · 0
$3,995185,000 mi

Erie, PA

2012 Subaru Outback Premium

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

2012 Subaru Outback Premium

Erie, PA

Unscored
$3,999230,923 mi

Comparison: 12 similar vehicles

Erie, PA

2009 Nissan Altima S

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

2009 Nissan Altima S

Erie, PA

Unscored
$3,999167,976 mi

Comparison: 17 similar vehicles

Erie, PA

2009 Hyundai Elantra GLS

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

2009 Hyundai Elantra GLS

Erie, PA

Unscored
$3,999146,300 mi

Comparison: 11 similar vehicles

Erie, PA

2014 Jeep Patriot Latitude

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

2014 Jeep Patriot Latitude

Bowmansville, NY

UnscoredInsufficient · 3
$4,00092,361 mi

Comparison: 3 similar vehicles

Bowmansville, NY

2014 Jeep Cherokee Latitude

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

2014 Jeep Cherokee Latitude

Buffalo, NY

Unscored
$4,000161,246 mi

Comparison: 47 similar vehicles

Buffalo, NY

2012 Mazda MAZDA3 i Touring

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

2012 Mazda MAZDA3 i Touring

Bowmansville, NY

Unscored
$4,000170,489 mi

Comparison: 9 similar vehicles

Bowmansville, NY

2008 Dodge Nitro SLT

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

2008 Dodge Nitro SLT

Bowmansville, NY

UnscoredInsufficient · 0
$4,000149,163 mi

Bowmansville, NY

2007 Mercedes-Benz C-Class C280 Luxury

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

2007 Mercedes-Benz C-Class C280 Luxury

Bowmansville, NY

UnscoredInsufficient · 0
$4,000120,875 mi

Bowmansville, NY

2011 Nissan JUKE SL

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

2011 Nissan JUKE SL

Irving, NY

Unscored
$4,200158,452 mi

Comparison: 9 similar vehicles

Irving, NY

2012 Jeep Patriot Sport

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

2012 Jeep Patriot Sport

Buffalo, NY

Unscored
$4,282127,074 mi

Comparison: 5 similar vehicles

Buffalo, NY

2012 Subaru Forester X Premium Package

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

2012 Subaru Forester X Premium Package

Buffalo, NY

Unscored
$4,498133,299 mi

Comparison: 10 similar vehicles

Buffalo, NY

2013 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

Erie, PA

Unscored
$4,499157,971 mi

Comparison: 75 similar vehicles

Erie, PA

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Bowmansville, NY

Unscored
$4,500179,916 mi

Comparison: 88 similar vehicles

Bowmansville, NY

2015 Chevrolet Cruze 2LT

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

2015 Chevrolet Cruze 2LT

Bowmansville, NY

Unscored
$4,500160,026 mi

Comparison: 6 similar vehicles

Bowmansville, NY

2014 Chevrolet Silverado 1500 Work Truck 1WT

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

2014 Chevrolet Silverado 1500 Work Truck 1WT

Bowmansville, NY

Unscored
$4,500157,370 mi

Comparison: 5 similar vehicles

Bowmansville, NY

2013 Ford Escape SE

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

2013 Ford Escape SE

Erie, PA

Unscored
$4,500145,764 mi

Comparison: 101 similar vehicles

Erie, PA

2011 Mitsubishi Endeavor SE

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

2011 Mitsubishi Endeavor SE

Buffalo, NY

UnscoredInsufficient · 0
$4,500169,353 mi

Buffalo, NY

2011 Buick Enclave CXL-1

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

2011 Buick Enclave CXL-1

Bowmansville, NY

Unscored
$4,500187,800 mi

Comparison: 8 similar vehicles

Bowmansville, 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

Bowmansville, NY

UnscoredInsufficient · 0
$4,500135,634 mi

Bowmansville, NY

2014 Chevrolet Captiva Sport LT

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

2014 Chevrolet Captiva Sport LT

Irving, NY

Unscored
$4,800177,345 mi

Comparison: 5 similar vehicles

Irving, NY

2011 Chevrolet Malibu 1LT

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

2011 Chevrolet Malibu 1LT

West Seneca, NY

Unscored
$4,80090,141 mi

Comparison: 8 similar vehicles

West Seneca, NY

2014 Dodge Grand Caravan SE 30th Anniversary

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

2014 Dodge Grand Caravan SE 30th Anniversary

North East, PA

UnscoredInsufficient · 0
$4,895113,995 mi

North East, PA

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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