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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 9, 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

25,099 listings found

2007 Subaru Outback

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

2007 Subaru Outback

Mansfield, OH

UnscoredInsufficient · 0
$1,200218,794 mi

Mansfield, OH

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Oregon, OH

Unscored
$1,700204,770 mi

Comparison: 57 similar vehicles

Oregon, OH

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Oregon, OH

UnscoredInsufficient · 3
$1,800195,584 mi

Comparison: 3 similar vehicles

Oregon, OH

2005 Chevrolet Colorado

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

2005 Chevrolet Colorado

Oregon, OH

UnscoredInsufficient · 0
$1,900274,829 mi

Oregon, OH

2006 Chrysler PT Cruiser Base

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

2006 Chrysler PT Cruiser Base

Toledo, OH

UnscoredInsufficient · 3
$1,948142,910 mi

Comparison: 3 similar vehicles

Toledo, OH

2008 Kia Spectra SX

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

2008 Kia Spectra SX

Mansfield, OH

UnscoredInsufficient · 0
$1,995166,845 mi

Mansfield, OH

2011 Ford Edge SE

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

2011 Ford Edge SE

Toledo, OH

Unscored
$2,000206,339 mi

Comparison: 19 similar vehicles

Toledo, OH

2005 Ford Freestyle Limited

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

2005 Ford Freestyle Limited

Fostoria, OH

UnscoredInsufficient · 0
$2,292215,256 mi

Fostoria, OH

2008 Chevrolet Cobalt LT

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

2008 Chevrolet Cobalt LT

Mansfield, OH

Unscored
$2,338147,575 mi

Comparison: 17 similar vehicles

Mansfield, OH

No Photo

2001 Toyota Sienna XLE

Marion, OH

UnscoredInsufficient · 0
$2,499Mileage not verified

Marion, OH

No Photo

1998 Oldsmobile 88 LS

Marion, OH

UnscoredInsufficient · 0
$2,500Mileage not verified

Marion, OH

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Findlay, OH

UnscoredInsufficient · 4
$2,657260,299 mi

Comparison: 4 similar vehicles

Findlay, OH

2003 Pontiac Bonneville SLE

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

2003 Pontiac Bonneville SLE

Toledo, OH

UnscoredInsufficient · 0
$2,750208,694 mi

Toledo, OH

2008 Ford Edge SE

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

2008 Ford Edge SE

Bellevue, OH

Unscored
$2,850281,333 mi

Comparison: 5 similar vehicles

Bellevue, OH

2011 Kia Rio LX

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

2011 Kia Rio LX

Toledo, OH

UnscoredInsufficient · 3
$2,900178,800 mi

Comparison: 3 similar vehicles

Toledo, OH

2014 Dodge Grand Caravan R/T

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

2014 Dodge Grand Caravan R/T

Toledo, OH

UnscoredInsufficient · 0
$2,950184,937 mi

Toledo, OH

2017 Nissan Rogue SV

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

2017 Nissan Rogue SV

Bucyrus, OH

Unscored
$2,995203,510 mi

Comparison: 225 similar vehicles

Bucyrus, OH

2016 Chevrolet Traverse LS

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

2016 Chevrolet Traverse LS

Toledo, OH

Unscored
$2,995261,504 mi

Comparison: 29 similar vehicles

Toledo, OH

2015 Chevrolet Cruze LS

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

2015 Chevrolet Cruze LS

Mansfield, OH

Unscored
$2,995161,020 mi

Comparison: 31 similar vehicles

Mansfield, OH

2014 Ford Focus SE

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

2014 Ford Focus SE

Mansfield, OH

Unscored
$2,995130,736 mi

Comparison: 6 similar vehicles

Mansfield, OH

2014 Ford Focus SE

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

2014 Ford Focus SE

Mansfield, OH

Unscored
$2,995113,367 mi

Comparison: 6 similar vehicles

Mansfield, OH

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Mansfield, OH

Unscored
$2,995140,670 mi

Comparison: 185 similar vehicles

Mansfield, OH

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Mansfield, OH

Fair PriceRobust · 58
$2,995Mileage not verified

Market: $2,995 – $9,995

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 88 days listed (based on current market benchmarks)

Mansfield, OH

2013 Dodge Dart Rallye

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

2013 Dodge Dart Rallye

Mansfield, OH

Unscored
$2,995160,008 mi

Comparison: 13 similar vehicles

Mansfield, OH

2013 Chrysler Town & Country Touring

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

2013 Chrysler Town & Country Touring

Mansfield, OH

Unscored
$2,995193,356 mi

Comparison: 49 similar vehicles

Mansfield, OH

2012 Chevrolet Cruze 2LT

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

2012 Chevrolet Cruze 2LT

Mansfield, OH

Fair PriceModerate · 24
$2,995118,367 mi

Market: $2,509 – $7,495

Comparison: 24 similar vehicles

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

Mansfield, OH

2012 Kia Optima LX

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

2012 Kia Optima LX

Mansfield, OH

Unscored
$2,995Mileage not verified

Comparison: 10 similar vehicles

Mansfield, OH

2011 Chevrolet Equinox LS

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

2011 Chevrolet Equinox LS

Mansfield, OH

Unscored
$2,995Mileage not verified

Comparison: 20 similar vehicles

Mansfield, OH

2010 Chevrolet Equinox 2LT

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

2010 Chevrolet Equinox 2LT

Mansfield, OH

Unscored
$2,995188,111 mi

Comparison: 17 similar vehicles

Mansfield, OH

2010 Hyundai Accent GS

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

2010 Hyundai Accent GS

Mansfield, OH

UnscoredInsufficient · 0
$2,995179,793 mi

Mansfield, OH

2009 Ford Focus SEL

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

2009 Ford Focus SEL

Sylvania, OH

UnscoredInsufficient · 0
$2,995156,058 mi

Sylvania, OH

2009 Chevrolet Silverado 1500 Work Truck

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

2009 Chevrolet Silverado 1500 Work Truck

Mansfield, OH

Fair PriceModerate · 24
$2,995Mileage not verified

Market: $2,800 – $12,160

Comparison: 24 similar vehicles

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

Mansfield, OH

2009 Nissan Altima SE

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

2009 Nissan Altima SE

Mansfield, OH

UnscoredInsufficient · 3
$2,995168,878 mi

Comparison: 3 similar vehicles

Mansfield, OH

2007 Chevrolet Impala LT

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

2007 Chevrolet Impala LT

Perrysburg, OH

Unscored
$2,995265,200 mi

Comparison: 28 similar vehicles

Perrysburg, OH

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

Mansfield, OH

Unscored
$2,995Mileage not verified

Comparison: 7 similar vehicles

Mansfield, OH

2006 Mercury Milan Base

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

2006 Mercury Milan Base

Mansfield, OH

UnscoredInsufficient · 0
$2,99578,426 mi

Mansfield, OH

2005 Dodge Dakota SLT

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

2005 Dodge Dakota SLT

Mansfield, OH

Unscored
$2,995197,399 mi

Comparison: 10 similar vehicles

Mansfield, OH

2005 Chevrolet Silverado 1500 Work Truck

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

2005 Chevrolet Silverado 1500 Work Truck

Mansfield, OH

UnscoredInsufficient · 4
$2,995Mileage not verified

Comparison: 4 similar vehicles

Mansfield, OH

2005 Mercury Grand Marquis GS

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

2005 Mercury Grand Marquis GS

Mansfield, OH

UnscoredInsufficient · 0
$2,995169,775 mi

Mansfield, OH

2004 Chevrolet Malibu LT

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

2004 Chevrolet Malibu LT

Toledo, OH

UnscoredInsufficient · 3
$2,995116,000 mi

Comparison: 3 similar vehicles

Toledo, OH

2000 Toyota Avalon XL

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

2000 Toyota Avalon XL

Bowling Green, OH

Unscored
$2,995283,835 mi

Comparison: 5 similar vehicles

Bowling Green, OH

1999 Oldsmobile Intrigue GL

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

1999 Oldsmobile Intrigue GL

Bellevue, OH

UnscoredInsufficient · 0
$2,995100,900 mi

Bellevue, OH

1999 Chevrolet Prizm LSI

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

1999 Chevrolet Prizm LSI

Bellevue, OH

UnscoredInsufficient · 0
$2,995122,500 mi

Bellevue, OH

1999 Dodge Ram Pickup ST

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

1999 Dodge Ram Pickup ST

Mansfield, OH

UnscoredInsufficient · 4
$2,995Mileage not verified

Comparison: 4 similar vehicles

Mansfield, OH

2011 Chrysler Town & Country Touring

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

2011 Chrysler Town & Country Touring

Perrysburg, OH

Unscored
$2,999229,005 mi

Comparison: 29 similar vehicles

Perrysburg, OH

2011 Ford Fusion SE

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

2011 Ford Fusion SE

Toledo, OH

Unscored
$2,999168,983 mi

Comparison: 9 similar vehicles

Toledo, OH

2011 Nissan Rogue SV

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

2011 Nissan Rogue SV

Marion, OH

Unscored
$2,999174,477 mi

Comparison: 22 similar vehicles

Marion, OH

2010 Ford Focus SE

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

2010 Ford Focus SE

Perrysburg, OH

Unscored
$2,999140,365 mi

Comparison: 31 similar vehicles

Perrysburg, OH

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Toledo, OH

Unscored
$2,999171,423 mi

Comparison: 6 similar vehicles

Toledo, OH

2010 Jeep Liberty Sport

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

2010 Jeep Liberty Sport

Perrysburg, OH

Unscored
$2,999267,304 mi

Comparison: 81 similar vehicles

Perrysburg, 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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