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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 8, 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

10,016 listings found

2004 Chevrolet Classic Base

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

2004 Chevrolet Classic Base

Geneva, OH

UnscoredInsufficient · 0
$1,800173,169 mi

Geneva, OH

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

2013 Chevrolet Cruze LS

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

2013 Chevrolet Cruze LS

Geneva, OH

Unscored
$2,000Mileage not verified

Comparison: 27 similar vehicles

Geneva, OH

2012 Dodge Grand Caravan Crew

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

2012 Dodge Grand Caravan Crew

Geneva, OH

Unscored
$2,000Mileage not verified

Comparison: 11 similar vehicles

Geneva, OH

2015 GMC Terrain SLE-2

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

2015 GMC Terrain SLE-2

Geneva, OH

Unscored
$2,500Mileage not verified

Comparison: 67 similar vehicles

Geneva, OH

2012 Chevrolet Cruze 1LT

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

2012 Chevrolet Cruze 1LT

Ashtabula, OH

Unscored
$2,500201,499 mi

Comparison: 37 similar vehicles

Ashtabula, OH

2010 Subaru Legacy I Limited

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

2010 Subaru Legacy I Limited

Geneva, OH

UnscoredInsufficient · 3
$2,500Mileage not verified

Comparison: 3 similar vehicles

Geneva, OH

2005 Pontiac G6 GT

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

2005 Pontiac G6 GT

Geneva, OH

UnscoredInsufficient · 0
$2,500138,186 mi

Geneva, OH

2014 Mazda MAZDA3 i SV

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

2014 Mazda MAZDA3 i SV

Geneva, OH

UnscoredInsufficient · 0
$2,800Mileage not verified

Geneva, OH

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Ashtabula, OH

UnscoredInsufficient · 4
$2,898209,094 mi

Comparison: 4 similar vehicles

Ashtabula, OH

2012 Chrysler 200 Limited

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

2012 Chrysler 200 Limited

Ashtabula, OH

Unscored
$2,995165,621 mi

Comparison: 13 similar vehicles

Ashtabula, OH

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

1987 Chevrolet Corvette

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

1987 Chevrolet Corvette

Erie, PA

UnscoredInsufficient · 0
$2,99969,000 mi

Erie, PA

2014 Nissan Pathfinder Platinum

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

2014 Nissan Pathfinder Platinum

Geneva, OH

Unscored
$3,000Mileage not verified

Comparison: 6 similar vehicles

Geneva, OH

2011 Nissan Rogue SV

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

2011 Nissan Rogue SV

Geneva, OH

Fair PriceLimited · 17
$3,000Mileage not verified

Market: $2,999 – $8,995

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 320 days listed (based on current market benchmarks)

Geneva, OH

2006 Saturn ION 3

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

2006 Saturn ION 3

Ashtabula, OH

Salvage title
$3,39882,176 mi

Ashtabula, OH

2011 Chevrolet Traverse 1LT

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

2011 Chevrolet Traverse 1LT

Ashtabula, OH

Unscored
$3,495174,180 mi

Comparison: 37 similar vehicles

Ashtabula, OH

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: 10 similar vehicles

Erie, PA

2016 Jeep Cherokee Sport

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

2016 Jeep Cherokee Sport

Geneva, OH

UnscoredInsufficient · 4
$3,500Mileage not verified

Comparison: 4 similar vehicles

Geneva, OH

2015 Dodge Journey SE

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

2015 Dodge Journey SE

Geneva, OH

Fair PriceLimited · 13
$3,500Mileage not verified

Market: $2,495 – $9,970

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 320 days listed (based on current market benchmarks)

Geneva, OH

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

Geneva, OH

UnscoredInsufficient · 3
$3,500Mileage not verified

Comparison: 3 similar vehicles

Geneva, OH

2013 Honda Accord EX-L V6

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

2013 Honda Accord EX-L V6

Geneva, OH

Unscored
$3,500Mileage not verified

Comparison: 18 similar vehicles

Geneva, OH

2009 Chevrolet Traverse 1LT

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

2009 Chevrolet Traverse 1LT

Geneva, OH

Unscored
$3,500Mileage not verified

Comparison: 33 similar vehicles

Geneva, OH

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: 12 similar vehicles

Erie, PA

2007 Pontiac Torrent Base

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

2007 Pontiac Torrent Base

Geneva, OH

UnscoredInsufficient · 4
$3,695155,056 mi

Comparison: 4 similar vehicles

Geneva, OH

2011 Dodge Durango Crew

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

2011 Dodge Durango Crew

Ashtabula, OH

Unscored
$3,750163,756 mi

Comparison: 13 similar vehicles

Ashtabula, OH

2011 Chevrolet Cruze ECO

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

2011 Chevrolet Cruze ECO

Ashtabula, OH

UnscoredInsufficient · 4
$3,75098,511 mi

Comparison: 4 similar vehicles

Ashtabula, OH

2011 Chevrolet Traverse LS

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

2011 Chevrolet Traverse LS

Ashtabula, OH

Unscored
$3,898267,830 mi

Comparison: 10 similar vehicles

Ashtabula, OH

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Geneva, OH

Unscored
$3,900152,600 mi

Comparison: 99 similar vehicles

Geneva, OH

2001 Cadillac DeVille Base

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

2001 Cadillac DeVille Base

Ashtabula, OH

UnscoredInsufficient · 0
$3,900116,195 mi

Ashtabula, OH

2011 Subaru Outback I Limited

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

2011 Subaru Outback I Limited

Jefferson, OH

Unscored
$3,990190,292 mi

Comparison: 13 similar vehicles

Jefferson, OH

2006 Chevrolet C5500

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

2006 Chevrolet C5500

Jefferson, OH

UnscoredInsufficient · 0
$3,990282,811 mi

Jefferson, OH

No Photo

2004 Chevrolet Silverado 2500HD Work

Jefferson, OH

UnscoredInsufficient · 0
$3,990243,490 mi

Jefferson, OH

2014 Jeep Compass Latitude

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

2014 Jeep Compass Latitude

Ashtabula, OH

Fair PriceRobust · 57
$3,995119,263 mi

Market: $2,279 – $9,995

Comparison: 57 similar vehicles

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

Ashtabula, OH

2014 Chevrolet Cruze 2LT

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

2014 Chevrolet Cruze 2LT

Ashtabula, OH

Unscored
$3,995159,368 mi

Comparison: 16 similar vehicles

Ashtabula, OH

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

2012 Chevrolet Malibu 1LT

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

2012 Chevrolet Malibu 1LT

Geneva, OH

UnscoredInsufficient · 3
$3,995100,662 mi

Comparison: 3 similar vehicles

Geneva, OH

2011 Chevrolet Traverse LS

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

2011 Chevrolet Traverse LS

Ashtabula, OH

Fair PriceLimited · 10
$3,995104,264 mi

Market: $2,995 – $7,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Ashtabula, OH

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: 16 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: 9 similar vehicles

Erie, PA

2017 Dodge Journey Crossroad

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

2017 Dodge Journey Crossroad

Geneva, OH

UnscoredInsufficient · 4
$4,000152,805 mi

Comparison: 4 similar vehicles

Geneva, OH

2016 Jeep Cherokee Latitude

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

2016 Jeep Cherokee Latitude

Geneva, OH

UnscoredInsufficient · 4
$4,000Mileage not verified

Comparison: 4 similar vehicles

Geneva, OH

2015 Chevrolet Tahoe LS

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

2015 Chevrolet Tahoe LS

Ashtabula, OH

Unscored
$4,000295,800 mi

Comparison: 18 similar vehicles

Ashtabula, OH

2013 Chevrolet Malibu 2LT

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

2013 Chevrolet Malibu 2LT

Geneva, OH

Unscored
$4,000Mileage not verified

Comparison: 10 similar vehicles

Geneva, OH

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

Conneaut, OH

UnscoredInsufficient · 3
$4,368114,451 mi

Comparison: 3 similar vehicles

Conneaut, OH

2010 Chevrolet Cobalt LT

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

2010 Chevrolet Cobalt LT

Conneaut, OH

Fair PriceModerate · 20
$4,36865,308 mi

Market: $2,550 – $5,995

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Conneaut, OH

2015 Jeep Cherokee Latitude

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

2015 Jeep Cherokee Latitude

Geneva, OH

Unscored
$4,495178,405 mi

Comparison: 143 similar vehicles

Geneva, OH

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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