Skip to main content
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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

958 listings found

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

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
$2,838147,575 mi

Comparison: 12 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: 7 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: 7 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 · 63
$2,995Mileage not verified

Market: $2,500 – $9,995

Comparison: 63 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 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

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
$2,995250,937 mi

Comparison: 9 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: 23 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

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 Silverado Classic 1500 Work Truck

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

2007 Chevrolet Silverado Classic 1500 Work Truck

Mansfield, OH

Unscored
$2,995106,756 mi

Comparison: 5 similar vehicles

Mansfield, 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

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

2012 Dodge Avenger SXT

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

2012 Dodge Avenger SXT

Mansfield, OH

Unscored
$3,695165,039 mi

Comparison: 10 similar vehicles

Mansfield, OH

2006 Toyota Camry Solara SE

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

2006 Toyota Camry Solara SE

Mansfield, OH

UnscoredInsufficient · 4
$3,695198,561 mi

Comparison: 4 similar vehicles

Mansfield, OH

2017 Ford Escape SE

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

2017 Ford Escape SE

Mansfield, OH

Unscored
$3,995209,053 mi

Comparison: 10 similar vehicles

Mansfield, OH

2016 Chevrolet Trax LT

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

2016 Chevrolet Trax LT

Mansfield, OH

Unscored
$3,995169,796 mi

Comparison: 152 similar vehicles

Mansfield, OH

2016 Kia Sportage LX

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

2016 Kia Sportage LX

Mansfield, OH

UnscoredInsufficient · 4
$3,995182,667 mi

Comparison: 4 similar vehicles

Mansfield, OH

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Mansfield, OH

UnscoredInsufficient · 3
$3,995Mileage not verified

Comparison: 3 similar vehicles

Mansfield, OH

2015 Kia Sorento LX

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

2015 Kia Sorento LX

Mansfield, OH

Unscored
$3,995199,634 mi

Comparison: 63 similar vehicles

Mansfield, OH

2014 Kia Soul Base

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

2014 Kia Soul Base

Mansfield, OH

Unscored
$3,995145,762 mi

Comparison: 45 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

Unscored
$3,995152,584 mi

Comparison: 63 similar vehicles

Mansfield, OH

2013 Ford Escape SE

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

2013 Ford Escape SE

Mansfield, OH

Fair PriceRobust · 126
$3,995Mileage not verified

Market: $1,999 – $13,033

Comparison: 126 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 123 days listed (based on current market benchmarks)

Mansfield, OH

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Mansfield, OH

Unscored
$3,995170,252 mi

Comparison: 142 similar vehicles

Mansfield, OH

2012 Chrysler 200 Limited

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

2012 Chrysler 200 Limited

Mansfield, OH

Unscored
$3,995191,770 mi

Comparison: 24 similar vehicles

Mansfield, OH

2012 Nissan Altima S

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

2012 Nissan Altima S

Mansfield, OH

Fair PriceModerate · 43
$3,995105,457 mi

Market: $1,500 – $8,995

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Mansfield, OH

2012 Chevrolet Captiva Sport 2LS

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

2012 Chevrolet Captiva Sport 2LS

Mansfield, OH

Unscored
$3,995193,640 mi

Comparison: 8 similar vehicles

Mansfield, OH

2012 Mitsubishi Outlander Sport ES

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

2012 Mitsubishi Outlander Sport ES

Mansfield, OH

UnscoredInsufficient · 0
$3,995112,659 mi

Mansfield, OH

2011 Chevrolet HHR LT

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

2011 Chevrolet HHR LT

Mansfield, OH

Unscored
$3,995119,427 mi

Comparison: 5 similar vehicles

Mansfield, OH

2011 Chevrolet Aveo 1LT

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

2011 Chevrolet Aveo 1LT

Mansfield, OH

UnscoredInsufficient · 0
$3,99545,886 mi

Mansfield, OH

2010 GMC Acadia SLT1

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

2010 GMC Acadia SLT1

Mansfield, OH

UnscoredInsufficient · 3
$3,995176,273 mi

Comparison: 3 similar vehicles

Mansfield, OH

2008 Chevrolet TrailBlazer

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

2008 Chevrolet TrailBlazer

Mansfield, OH

UnscoredInsufficient · 0
$3,995189,796 mi

Mansfield, OH

2005 Chevrolet Avalanche Base

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

2005 Chevrolet Avalanche Base

Mansfield, OH

UnscoredInsufficient · 4
$3,995152,681 mi

Comparison: 4 similar vehicles

Mansfield, OH

2003 Chevrolet Silverado 1500 LT

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

2003 Chevrolet Silverado 1500 LT

Mansfield, OH

UnscoredInsufficient · 0
$3,995140,000 mi

Mansfield, OH

2005 Ford F-150 Lariat

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

2005 Ford F-150 Lariat

Mansfield, OH

Unscored
$3,99993,823 mi

Comparison: 8 similar vehicles

Mansfield, OH

2014 Jeep Patriot Sport

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

2014 Jeep Patriot Sport

Mansfield, OH

UnscoredInsufficient · 4
$4,039192,334 mi

Comparison: 4 similar vehicles

Mansfield, OH

2017 Ford Escape SE

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

2017 Ford Escape SE

Mansfield, OH

Unscored
$4,995168,835 mi

Comparison: 10 similar vehicles

Mansfield, OH

2016 Kia Sedona LX

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

2016 Kia Sedona LX

Mansfield, OH

Unscored
$4,995171,729 mi

Comparison: 89 similar vehicles

Mansfield, OH

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Mansfield, OH

Unscored
$4,995189,148 mi

Comparison: 11 similar vehicles

Mansfield, OH

2012 Ford Expedition Limited

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

2012 Ford Expedition Limited

Mansfield, OH

Unscored
$4,995163,852 mi

Comparison: 13 similar vehicles

Mansfield, OH

2012 Lincoln MKS Base

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

2012 Lincoln MKS Base

Mansfield, OH

Unscored
$4,995149,467 mi

Comparison: 8 similar vehicles

Mansfield, OH

2011 Cadillac CTS Performance Collection

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

2011 Cadillac CTS Performance Collection

Mansfield, OH

Fair PriceLimited · 16
$4,995116,241 mi

Market: $3,449 – $10,000

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Mansfield, OH

2011 GMC Sierra 1500 SLE

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

2011 GMC Sierra 1500 SLE

Mansfield, OH

Fair PriceRobust · 69
$4,995Mileage not verified

Market: $4,495 – $17,900

Comparison: 69 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Mansfield, OH

2011 Hyundai Tucson Limited

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

2011 Hyundai Tucson Limited

Mansfield, OH

Unscored
$4,995152,020 mi

Comparison: 9 similar vehicles

Mansfield, OH

2011 Buick Regal CXL

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

2011 Buick Regal CXL

Mansfield, OH

Unscored
$4,995121,351 mi

Comparison: 33 similar vehicles

Mansfield, OH

2010 Buick LaCrosse CXL

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

2010 Buick LaCrosse CXL

Mansfield, OH

Fair PriceModerate · 23
$4,99596,910 mi

Market: $2,200 – $8,174

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Mansfield, 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 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.
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

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.