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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 22, 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

7,266 listings found

2002 GMC Envoy SLT

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

2002 GMC Envoy SLT

Oklahoma City, OK

UnscoredInsufficient · 0
$2,660141,000 mi

Oklahoma City, OK

2001 Ford Escape XLT

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

2001 Ford Escape XLT

Oklahoma City, OK

UnscoredInsufficient · 0
$2,677Mileage not verified

Oklahoma City, OK

2003 Toyota Highlander Limited

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

2003 Toyota Highlander Limited

Oklahoma City, OK

UnscoredLimited · 6
$2,977292,497 mi

Comparison: 6 similar vehicles

Oklahoma City, OK

2013 Hyundai Tucson GLS

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

2013 Hyundai Tucson GLS

Oklahoma City, OK

UnscoredLimited · 6
$3,199188,931 mi

Comparison: 6 similar vehicles

Oklahoma City, OK

2011 Ford Flex SEL

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

2011 Ford Flex SEL

Oklahoma City, OK

UnscoredLimited · 5
$3,800251,101 mi

Comparison: 5 similar vehicles

Oklahoma City, OK

2012 Hyundai Tucson GLS

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

2012 Hyundai Tucson GLS

Ponca City, OK

UnscoredInsufficient · 0
$3,900187,619 mi

Ponca City, OK

2011 Ford Expedition Limited

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

2011 Ford Expedition Limited

Perry, OK

UnscoredInsufficient · 0
$3,900245,987 mi

Perry, OK

2012 Jeep Grand Cherokee Laredo

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

2012 Jeep Grand Cherokee Laredo

Oklahoma City, OK

UnscoredLimited · 15
$3,960198,000 mi

Comparison: 15 similar vehicles

Oklahoma City, OK

2012 Nissan JUKE S

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

2012 Nissan JUKE S

Oklahoma City, OK

UnscoredInsufficient · 0
$3,995175,909 mi

Oklahoma City, OK

2004 Nissan Pathfinder SE

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

2004 Nissan Pathfinder SE

Oklahoma City, OK

UnscoredInsufficient · 0
$3,995183,902 mi

Oklahoma City, OK

2001 Toyota Sequoia SR5

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

2001 Toyota Sequoia SR5

Oklahoma City, OK

UnscoredInsufficient · 0
$3,995266,010 mi

Oklahoma City, OK

2006 Dodge Durango SLT

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

2006 Dodge Durango SLT

Oklahoma City, OK

UnscoredInsufficient · 0
$4,277206,415 mi

Oklahoma City, OK

2015 Ford Edge SE

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

2015 Ford Edge SE

Oklahoma City, OK

UnscoredInsufficient · 0
$4,400183,222 mi

Oklahoma City, OK

2014 Chevrolet Equinox 2LT

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

2014 Chevrolet Equinox 2LT

Sapulpa, OK

UnscoredInsufficient · 3
$4,500215,438 mi

Comparison: 3 similar vehicles

Sapulpa, OK

2010 Lincoln MKX Base

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

2010 Lincoln MKX Base

Oklahoma City, OK

UnscoredInsufficient · 0
$4,500154,091 mi

Oklahoma City, OK

2013 INFINITI QX 56

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

2013 INFINITI QX 56

Perry, OK

UnscoredInsufficient · 0
$4,599180,106 mi

Perry, OK

2013 Subaru Forester X Premium Package

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

2013 Subaru Forester X Premium Package

Oklahoma City, OK

UnscoredInsufficient · 0
$4,777127,571 mi

Oklahoma City, OK

2012 Nissan JUKE SL

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

2012 Nissan JUKE SL

Oklahoma City, OK

UnscoredInsufficient · 3
$4,777111,397 mi

Comparison: 3 similar vehicles

Oklahoma City, OK

2011 Honda CR-V EX-L

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

2011 Honda CR-V EX-L

Oklahoma City, OK

Salvage title
$4,777151,395 mi

Oklahoma City, OK

2007 Ford Explorer XLT

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

2007 Ford Explorer XLT

Perry, OK

UnscoredInsufficient · 0
$4,794238,000 mi

Perry, OK

2015 Nissan Pathfinder SL

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

2015 Nissan Pathfinder SL

Ponca City, OK

UnscoredInsufficient · 3
$4,900130,745 mi

Comparison: 3 similar vehicles

Ponca City, OK

2018 Dodge Journey SE

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

2018 Dodge Journey SE

Oklahoma City, OK

UnscoredLimited · 19
$4,990176,176 mi

Comparison: 19 similar vehicles

Oklahoma City, OK

2015 Nissan Rogue Select S

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

2015 Nissan Rogue Select S

Oklahoma City, OK

UnscoredInsufficient · 3
$4,990149,839 mi

Comparison: 3 similar vehicles

Oklahoma City, OK

2008 Lincoln Navigator Luxury

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

2008 Lincoln Navigator Luxury

Oklahoma City, OK

UnscoredInsufficient · 0
$4,990150,973 mi

Oklahoma City, OK

2014 Chevrolet Captiva Sport 2LS

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

2014 Chevrolet Captiva Sport 2LS

Edmond, OK

UnscoredLimited · 14
$4,995164,958 mi

Comparison: 14 similar vehicles

Edmond, OK

2012 Nissan JUKE SL

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

2012 Nissan JUKE SL

Sapulpa, OK

UnscoredInsufficient · 3
$4,995186,133 mi

Comparison: 3 similar vehicles

Sapulpa, OK

2010 Nissan Pathfinder S

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

2010 Nissan Pathfinder S

Oklahoma City, OK

UnscoredInsufficient · 0
$4,995200,023 mi

Oklahoma City, OK

2006 Nissan Murano SL

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

2006 Nissan Murano SL

Oklahoma City, OK

UnscoredInsufficient · 0
$4,995188,856 mi

Oklahoma City, OK

2011 Chevrolet Traverse 1LT

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

2011 Chevrolet Traverse 1LT

Oklahoma City, OK

UnscoredLimited · 9
$5,077203,291 mi

Comparison: 9 similar vehicles

Oklahoma City, OK

2014 Ford Escape SE

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

2014 Ford Escape SE

Oklahoma City, OK

UnscoredLimited · 15
$5,096168,419 mi

Comparison: 15 similar vehicles

Oklahoma City, OK

2013 Nissan Rogue SV

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

2013 Nissan Rogue SV

Oklahoma City, OK

Salvage title
$5,177129,705 mi

Oklahoma City, OK

2008 Lincoln MKX Base

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

2008 Lincoln MKX Base

Oklahoma City, OK

UnscoredLimited · 6
$5,199123,942 mi

Comparison: 6 similar vehicles

Oklahoma City, OK

2008 Jeep Patriot Limited

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

2008 Jeep Patriot Limited

Oklahoma City, OK

UnscoredInsufficient · 0
$5,362147,445 mi

Oklahoma City, OK

2017 Chevrolet Trax Premier

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

2017 Chevrolet Trax Premier

Oklahoma City, OK

UnscoredInsufficient · 0
$5,400166,839 mi

Oklahoma City, OK

2013 Ford Escape Titanium

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

2013 Ford Escape Titanium

Choctaw, OK

UnscoredInsufficient · 3
$5,500172,000 mi

Comparison: 3 similar vehicles

Choctaw, OK

2012 Jeep Grand Cherokee Laredo

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

2012 Jeep Grand Cherokee Laredo

Oklahoma City, OK

UnscoredLimited · 15
$5,500162,234 mi

Comparison: 15 similar vehicles

Oklahoma City, OK

2011 Acura ZDX Advance Package

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

2011 Acura ZDX Advance Package

Oklahoma City, OK

UnscoredInsufficient · 0
$5,577208,939 mi

Oklahoma City, OK

2016 GMC Acadia SLT-1

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

2016 GMC Acadia SLT-1

Oklahoma City, OK

UnscoredLimited · 5
$5,777200,881 mi

Comparison: 5 similar vehicles

Oklahoma City, OK

2016 Chevrolet Trax LT

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

2016 Chevrolet Trax LT

Oklahoma City, OK

UnscoredLimited · 11
$5,777127,606 mi

Comparison: 11 similar vehicles

Oklahoma City, OK

2015 Buick Encore Convenience

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

2015 Buick Encore Convenience

Oklahoma City, OK

UnscoredLimited · 9
$5,777140,521 mi

Comparison: 9 similar vehicles

Oklahoma City, OK

2014 Chevrolet Traverse LS

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

2014 Chevrolet Traverse LS

Oklahoma City, OK

UnscoredInsufficient · 3
$5,77795,713 mi

Comparison: 3 similar vehicles

Oklahoma City, OK

2014 Ford Edge Limited

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

2014 Ford Edge Limited

Oklahoma City, OK

UnscoredLimited · 12
$5,777154,099 mi

Comparison: 12 similar vehicles

Oklahoma City, OK

2009 Ford Expedition XLT

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

2009 Ford Expedition XLT

Oklahoma City, OK

UnscoredInsufficient · 0
$5,800158,798 mi

Oklahoma City, OK

2003 Toyota Highlander Limited

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

2003 Toyota Highlander Limited

Oklahoma City, OK

UnscoredLimited · 7
$5,877298,757 mi

Comparison: 7 similar vehicles

Oklahoma City, OK

2008 Mercedes-Benz GL-Class GL550

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

2008 Mercedes-Benz GL-Class GL550

Oklahoma City, OK

UnscoredInsufficient · 3
$5,990184,643 mi

Comparison: 3 similar vehicles

Oklahoma City, OK

2014 Ford Expedition XL

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

2014 Ford Expedition XL

Oklahoma City, OK

UnscoredInsufficient · 0
$5,995200,549 mi

Oklahoma City, OK

2001 Jeep Wrangler SPORT

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

2001 Jeep Wrangler SPORT

Enid, OK

UnscoredInsufficient · 0
$5,995196,000 mi

Enid, OK

2014 GMC Acadia SLT1

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

2014 GMC Acadia SLT1

Oklahoma City, OK

UnscoredInsufficient · 3
$5,999180,114 mi

Comparison: 3 similar vehicles

Oklahoma City, OK

2021 Buick Encore Preferred

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

2021 Buick Encore Preferred

Oklahoma City, OK

UnscoredLimited · 8
$6,000159,048 mi

Comparison: 8 similar vehicles

Oklahoma City, OK

2016 Jeep Cherokee Sport

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

2016 Jeep Cherokee Sport

Oklahoma City, OK

UnscoredLimited · 7
$6,000167,935 mi

Comparison: 7 similar vehicles

Oklahoma City, OK

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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