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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 4, 2026

6.8M+

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

5,796 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

2003 Honda Pilot EX

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

2003 Honda Pilot EX

Defiance, OH

UnscoredInsufficient · 3
$2,500325,081 mi

Comparison: 3 similar vehicles

Defiance, OH

2010 Chevrolet Equinox LTZ

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

2010 Chevrolet Equinox LTZ

Paulding, OH

Unscored
$3,000169,631 mi

Comparison: 27 similar vehicles

Paulding, 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

Unscored
$3,215219,386 mi

Comparison: 24 similar vehicles

Findlay, OH

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Paulding, OH

Unscored
$3,500217,449 mi

Comparison: 120 similar vehicles

Paulding, OH

2006 Honda Pilot EX

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

2006 Honda Pilot EX

Van Wert, OH

Unscored
$3,500191,836 mi

Comparison: 12 similar vehicles

Van Wert, OH

2005 GMC Envoy SLE

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

2005 GMC Envoy SLE

Piqua, OH

Unscored
$3,500223,000 mi

Comparison: 7 similar vehicles

Piqua, OH

2012 Jeep Compass Latitude

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

2012 Jeep Compass Latitude

Fostoria, OH

Unscored
$3,835158,351 mi

Comparison: 46 similar vehicles

Fostoria, OH

2009 Toyota Highlander Base

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

2009 Toyota Highlander Base

Wapakoneta, OH

Unscored
$3,991324,124 mi

Comparison: 7 similar vehicles

Wapakoneta, OH

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Piqua, OH

Unscored
$3,999117,388 mi

Comparison: 11 similar vehicles

Piqua, OH

2012 Chevrolet Equinox LTZ

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

2012 Chevrolet Equinox LTZ

Paulding, OH

Unscored
$3,999206,579 mi

Comparison: 13 similar vehicles

Paulding, OH

2014 Chevrolet Traverse 2LT

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

2014 Chevrolet Traverse 2LT

Fostoria, OH

Unscored
$4,108231,541 mi

Comparison: 25 similar vehicles

Fostoria, OH

2014 Jeep Patriot Sport

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

2014 Jeep Patriot Sport

Delphos, OH

Unscored
$4,119151,277 mi

Comparison: 63 similar vehicles

Delphos, OH

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Paulding, OH

Unscored
$4,200188,381 mi

Comparison: 5 similar vehicles

Paulding, OH

2012 Chevrolet Equinox LS

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

2012 Chevrolet Equinox LS

Paulding, OH

Unscored
$4,200162,111 mi

Comparison: 53 similar vehicles

Paulding, OH

2004 Chevrolet Tahoe LS

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

2004 Chevrolet Tahoe LS

Bellefontaine, OH

Unscored
$4,200241,348 mi

Comparison: 9 similar vehicles

Bellefontaine, OH

2012 GMC Acadia SLE

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

2012 GMC Acadia SLE

Defiance, OH

Unscored
$4,398161,932 mi

Comparison: 6 similar vehicles

Defiance, OH

2004 Porsche Cayenne S

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

2004 Porsche Cayenne S

Fletcher, OH

UnscoredInsufficient · 0
$4,495168,713 mi

Fletcher, OH

2012 Chevrolet Equinox LS

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

2012 Chevrolet Equinox LS

Paulding, OH

Unscored
$4,500178,177 mi

Comparison: 53 similar vehicles

Paulding, OH

2005 Ford Escape Limited

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

2005 Ford Escape Limited

Defiance, OH

UnscoredInsufficient · 0
$4,700153,604 mi

Defiance, OH

2010 Cadillac SRX Luxury Collection

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

2010 Cadillac SRX Luxury Collection

Sidney, OH

Unscored
$4,777157,963 mi

Comparison: 16 similar vehicles

Sidney, OH

2013 Ford Escape SE

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

2013 Ford Escape SE

Defiance, OH

Unscored
$4,800141,409 mi

Comparison: 151 similar vehicles

Defiance, OH

2013 GMC Terrain SLT-2

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

2013 GMC Terrain SLT-2

Paulding, OH

Unscored
$4,800182,655 mi

Comparison: 11 similar vehicles

Paulding, OH

2013 Jeep Patriot Sport

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

2013 Jeep Patriot Sport

Paulding, OH

Unscored
$4,900143,395 mi

Comparison: 8 similar vehicles

Paulding, OH

2001 Jeep Wrangler SPORT

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

2001 Jeep Wrangler SPORT

Berne, IN

Unscored
$4,900163,325 mi

Comparison: 8 similar vehicles

Berne, IN

2008 Chevrolet Tahoe LS

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

2008 Chevrolet Tahoe LS

Upper Sandusky, OH

Unscored
$4,995223,016 mi

Comparison: 17 similar vehicles

Upper Sandusky, OH

2008 Honda Pilot VALUE PACKAGE

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

2008 Honda Pilot VALUE PACKAGE

Berne, IN

UnscoredInsufficient · 3
$4,995191,176 mi

Comparison: 3 similar vehicles

Berne, IN

2007 Jeep Commander Sport

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

2007 Jeep Commander Sport

Saint Marys, OH

Unscored
$4,995204,868 mi

Comparison: 5 similar vehicles

Saint Marys, OH

2008 Lincoln MKX Base

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

2008 Lincoln MKX Base

Troy, OH

Unscored
$4,999172,952 mi

Comparison: 13 similar vehicles

Troy, OH

2013 Chevrolet Equinox LS

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

2013 Chevrolet Equinox LS

Paulding, OH

UnscoredInsufficient · 4
$5,000142,295 mi

Comparison: 4 similar vehicles

Paulding, OH

2013 Dodge Journey SE

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

2013 Dodge Journey SE

Findlay, OH

OverpricedLimited · 18
$5,032157,894 mi

Market: $3,245 – $4,990

Comparison: 18 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Findlay, OH

2018 Jeep Renegade Latitude

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

2018 Jeep Renegade Latitude

Findlay, OH

Unscored
$5,108198,755 mi

Comparison: 83 similar vehicles

Findlay, OH

2016 Jeep Compass Latitude

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

2016 Jeep Compass Latitude

Paulding, OH

Unscored
$5,121142,946 mi

Comparison: 41 similar vehicles

Paulding, OH

2012 Volvo XC60 3.2 Premier

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

2012 Volvo XC60 3.2 Premier

Findlay, OH

UnscoredInsufficient · 0
$5,297180,331 mi

Findlay, OH

2013 Jeep Patriot Limited

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

2013 Jeep Patriot Limited

Findlay, OH

UnscoredInsufficient · 0
$5,348183,437 mi

Findlay, 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

Unscored
$5,386172,000 mi

Comparison: 22 similar vehicles

Findlay, OH

2010 BMW X5 xDrive30i

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

2010 BMW X5 xDrive30i

Findlay, OH

UnscoredInsufficient · 3
$5,386137,935 mi

Comparison: 3 similar vehicles

Findlay, OH

2016 Kia Sorento LX

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

2016 Kia Sorento LX

Fostoria, OH

Unscored
$5,391131,715 mi

Comparison: 158 similar vehicles

Fostoria, OH

2014 Chevrolet Suburban LTZ

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

2014 Chevrolet Suburban LTZ

Ottawa, OH

Unscored
$5,397235,786 mi

Comparison: 5 similar vehicles

Ottawa, OH

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

Ottawa, OH

Unscored
$5,397190,616 mi

Comparison: 35 similar vehicles

Ottawa, OH

2015 Chevrolet Equinox 2LT

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

2015 Chevrolet Equinox 2LT

Paulding, OH

UnscoredInsufficient · 3
$5,425173,973 mi

Comparison: 3 similar vehicles

Paulding, OH

2010 Dodge Journey SXT

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

2010 Dodge Journey SXT

Defiance, OH

Unscored
$5,498181,369 mi

Comparison: 48 similar vehicles

Defiance, OH

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Paulding, OH

Unscored
$5,500169,375 mi

Comparison: 16 similar vehicles

Paulding, OH

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

Paulding, OH

Unscored
$5,500161,610 mi

Comparison: 5 similar vehicles

Paulding, OH

2014 Chevrolet Equinox 2LT

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

2014 Chevrolet Equinox 2LT

Paulding, OH

Unscored
$5,500193,940 mi

Comparison: 41 similar vehicles

Paulding, OH

2013 Jeep Grand Cherokee Laredo X

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

2013 Jeep Grand Cherokee Laredo X

Paulding, OH

Unscored
$5,500211,627 mi

Comparison: 32 similar vehicles

Paulding, OH

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Paulding, OH

Unscored
$5,500131,728 mi

Comparison: 5 similar vehicles

Paulding, OH

2011 Chevrolet Equinox LTZ

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

2011 Chevrolet Equinox LTZ

Paulding, OH

Unscored
$5,500171,182 mi

Comparison: 12 similar vehicles

Paulding, OH

2015 Volkswagen Tiguan SE

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

2015 Volkswagen Tiguan SE

Fostoria, OH

Unscored
$5,691100,778 mi

Comparison: 8 similar vehicles

Fostoria, OH

2015 Chevrolet Equinox 2LT

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

2015 Chevrolet Equinox 2LT

Paulding, OH

UnscoredInsufficient · 3
$5,700160,337 mi

Comparison: 3 similar vehicles

Paulding, 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

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