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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 21, 2026

6M+

Unique vehicles analyzed

as of October 21, 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

15,075 listings found

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

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

UnscoredRobust · 245
$2,995203,510 mi

Comparison: 245 similar vehicles

Bucyrus, OH

2012 Ford Edge SE

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

2012 Ford Edge SE

Bucyrus, OH

UnscoredLimited · 19
$2,995207,986 mi

Comparison: 19 similar vehicles

Bucyrus, 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

UnscoredLimited · 14
$2,995Mileage not verified

Comparison: 14 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

UnscoredModerate · 21
$2,995188,111 mi

Comparison: 21 similar vehicles

Mansfield, OH

2010 Mercury Mariner Premier

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

2010 Mercury Mariner Premier

Sandusky, OH

UnscoredLimited · 5
$2,995194,269 mi

Comparison: 5 similar vehicles

Sandusky, 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

UnscoredLimited · 15
$2,995281,333 mi

Comparison: 15 similar vehicles

Bellevue, 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

Fair PriceLimited · 10
$2,995Mileage not verified

Market: $2,148 – $5,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 118 days listed (based on current market benchmarks)

Mansfield, OH

2010 Chevrolet Traverse 2LT

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

2010 Chevrolet Traverse 2LT

Mount Vernon, OH

UnscoredLimited · 5
$2,998197,015 mi

Comparison: 5 similar vehicles

Mount Vernon, 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

UnscoredLimited · 15
$2,999174,477 mi

Comparison: 15 similar vehicles

Marion, OH

2014 GMC Acadia SLT1

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

2014 GMC Acadia SLT1

Bucyrus, OH

UnscoredLimited · 5
$3,250242,652 mi

Comparison: 5 similar vehicles

Bucyrus, OH

2007 Jeep Liberty Sport

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

2007 Jeep Liberty Sport

Galion, OH

UnscoredLimited · 11
$3,495139,200 mi

Comparison: 11 similar vehicles

Galion, OH

2008 Ford Edge SE

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

2008 Ford Edge SE

Marion, OH

UnscoredLimited · 15
$3,499201,788 mi

Comparison: 15 similar vehicles

Marion, OH

No Photo

2007 Ford Explorer XLT

Marion, OH

UnscoredLimited · 5
$3,499173,758 mi

Comparison: 5 similar vehicles

Marion, OH

2010 Jeep Liberty Sport

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

2010 Jeep Liberty Sport

Mount Vernon, OH

UnscoredModerate · 43
$3,500171,084 mi

Comparison: 43 similar vehicles

Mount Vernon, OH

2014 Nissan Rogue S

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

2014 Nissan Rogue S

Findlay, OH

UnscoredLimited · 19
$3,728219,386 mi

Comparison: 19 similar vehicles

Findlay, OH

2015 Dodge Journey R/T

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

2015 Dodge Journey R/T

Ontario, OH

UnscoredLimited · 12
$3,800176,373 mi

Comparison: 12 similar vehicles

Ontario, 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

UnscoredLimited · 8
$3,995209,053 mi

Comparison: 8 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

UnscoredRobust · 154
$3,995169,796 mi

Comparison: 154 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 Kia Sorento LX

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

2015 Kia Sorento LX

Mansfield, OH

UnscoredRobust · 53
$3,995199,634 mi

Comparison: 53 similar vehicles

Mansfield, OH

2014 Dodge Journey Limited

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

2014 Dodge Journey Limited

Tiffin, OH

UnscoredModerate · 22
$3,995224,063 mi

Comparison: 22 similar vehicles

Tiffin, 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 · 150
$3,995Mileage not verified

Market: $1,995 – $10,990

Comparison: 150 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 111 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

UnscoredRobust · 129
$3,995170,252 mi

Comparison: 129 similar vehicles

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

UnscoredLimited · 9
$3,995193,640 mi

Comparison: 9 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

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

UnscoredLimited · 5
$3,995176,273 mi

Comparison: 5 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

2011 Hyundai Santa Fe GLS

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

2011 Hyundai Santa Fe GLS

Ontario, OH

UnscoredLimited · 11
$4,200128,900 mi

Comparison: 11 similar vehicles

Ontario, OH

2010 Hyundai Tucson GLS

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

2010 Hyundai Tucson GLS

Findlay, OH

UnscoredLimited · 7
$4,236192,604 mi

Comparison: 7 similar vehicles

Findlay, OH

2014 Jeep Compass Sport

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

2014 Jeep Compass Sport

Tiffin, OH

UnscoredInsufficient · 3
$4,337131,802 mi

Comparison: 3 similar vehicles

Tiffin, OH

2007 Chevrolet Suburban LT

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

2007 Chevrolet Suburban LT

Columbus, OH

UnscoredLimited · 12
$4,364247,001 mi

Comparison: 12 similar vehicles

Columbus, OH

2015 Subaru Forester i

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

2015 Subaru Forester i

Findlay, OH

UnscoredRobust · 54
$4,386172,000 mi

Comparison: 54 similar vehicles

Findlay, OH

2012 Jeep Grand Cherokee Limited

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

2012 Jeep Grand Cherokee Limited

Ontario, OH

UnscoredLimited · 19
$4,400170,822 mi

Comparison: 19 similar vehicles

Ontario, OH

2015 Jeep Grand Cherokee Laredo E

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

2015 Jeep Grand Cherokee Laredo E

Oak Harbor, OH

UnscoredRobust · 71
$4,490264,426 mi

Comparison: 71 similar vehicles

Oak Harbor, OH

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Ontario, OH

Fair PriceModerate · 44
$4,500100,522 mi

Market: $1,995 – $7,499

Comparison: 44 similar vehicles

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

Ontario, OH

2011 GMC Terrain SLT-1

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

2011 GMC Terrain SLT-1

Ontario, OH

Fair PriceLimited · 12
$4,500118,187 mi

Market: $3,898 – $7,495

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Ontario, OH

2008 Buick Enclave CX

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

2008 Buick Enclave CX

Ontario, OH

UnscoredInsufficient · 3
$4,500100,812 mi

Comparison: 3 similar vehicles

Ontario, OH

2011 Chevrolet Traverse LS

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

2011 Chevrolet Traverse LS

Ontario, OH

UnscoredLimited · 16
$4,600178,018 mi

Comparison: 16 similar vehicles

Ontario, OH

2014 Ford Escape SE

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

2014 Ford Escape SE

Sandusky, OH

UnscoredLimited · 8
$4,695171,829 mi

Comparison: 8 similar vehicles

Sandusky, OH

2018 Chevrolet Trax LT

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

2018 Chevrolet Trax LT

Bucyrus, OH

UnscoredRobust · 248
$4,850120,126 mi

Comparison: 248 similar vehicles

Bucyrus, OH

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Delaware, OH

UnscoredRobust · 115
$4,895164,276 mi

Comparison: 115 similar vehicles

Delaware, OH

2011 GMC Terrain SLE-1

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

2011 GMC Terrain SLE-1

Ontario, OH

Fair PriceLimited · 12
$4,900119,253 mi

Market: $2,995 – $7,850

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Ontario, OH

2010 Chevrolet Equinox 1LT

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

2010 Chevrolet Equinox 1LT

Ontario, OH

UnscoredModerate · 41
$4,900133,934 mi

Comparison: 41 similar vehicles

Ontario, OH

2010 Kia Sportage LX

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

2010 Kia Sportage LX

Bucyrus, OH

UnscoredInsufficient · 3
$4,900123,900 mi

Comparison: 3 similar vehicles

Bucyrus, OH

2012 Jeep Liberty Limited

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

2012 Jeep Liberty Limited

Delaware, OH

UnscoredInsufficient · 0
$4,990157,717 mi

Delaware, 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

UnscoredLimited · 8
$4,995168,835 mi

Comparison: 8 similar vehicles

Mansfield, OH

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Bucyrus, OH

UnscoredLimited · 14
$4,995138,198 mi

Comparison: 14 similar vehicles

Bucyrus, 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

UnscoredLimited · 8
$4,995189,148 mi

Comparison: 8 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

UnscoredLimited · 15
$4,995163,852 mi

Comparison: 15 similar vehicles

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. 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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