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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 16, 2026

5.9M+

Unique vehicles analyzed

as of October 15, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

36,570 listings found

2002 Honda CR-V LX

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

2002 Honda CR-V LX

Tulsa, OK

UnscoredInsufficient · 0
$1,800308,329 mi

Tulsa, OK

2002 Chevrolet Suburban LS

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

2002 Chevrolet Suburban LS

Oklahoma City, OK

UnscoredLimited · 6
$1,810308,000 mi

Comparison: 6 similar vehicles

Oklahoma City, OK

2007 Dodge Durango SXT

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

2007 Dodge Durango SXT

Oklahoma City, OK

UnscoredInsufficient · 0
$1,999292,000 mi

Oklahoma City, OK

2007 GMC Acadia SLT1

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

2007 GMC Acadia SLT1

Warr Acres, OK

UnscoredInsufficient · 0
$1,999Mileage not verified

Warr Acres, OK

2007 INFINITI FX 35

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

2007 INFINITI FX 35

Oklahoma City, OK

UnscoredInsufficient · 0
$2,000222,728 mi

Oklahoma City, OK

2010 Nissan Murano SL

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

2010 Nissan Murano SL

Oklahoma City, OK

UnscoredLimited · 9
$2,189193,964 mi

Comparison: 9 similar vehicles

Oklahoma City, OK

2003 Ford Expedition Eddie Bauer

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

2003 Ford Expedition Eddie Bauer

Hinton, OK

UnscoredLimited · 7
$2,200279,000 mi

Comparison: 7 similar vehicles

Hinton, OK

2002 Ford Explorer XLT

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

2002 Ford Explorer XLT

Hinton, OK

UnscoredInsufficient · 0
$2,200195,000 mi

Hinton, OK

2007 Chevrolet Equinox LS

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

2007 Chevrolet Equinox LS

McAlester, OK

UnscoredInsufficient · 0
$2,369236,547 mi

McAlester, OK

2006 Chevrolet Equinox LT

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

2006 Chevrolet Equinox LT

Moore, OK

UnscoredInsufficient · 0
$2,395174,665 mi

Moore, OK

2003 Ford Escape XLS Popular

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

2003 Ford Escape XLS Popular

Moore, OK

UnscoredInsufficient · 0
$2,395220,745 mi

Moore, OK

2009 Mitsubishi Outlander ES

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

2009 Mitsubishi Outlander ES

Tulsa, OK

UnscoredInsufficient · 0
$2,450260,050 mi

Tulsa, OK

2007 Honda CR-V LX

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

2007 Honda CR-V LX

Oklahoma City, OK

UnscoredInsufficient · 3
$2,499300,515 mi

Comparison: 3 similar vehicles

Oklahoma City, OK

2009 Ford Escape XLT

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

2009 Ford Escape XLT

Tulsa, OK

UnscoredLimited · 15
$2,500334,010 mi

Comparison: 15 similar vehicles

Tulsa, OK

2009 GMC Acadia SLT1

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

2009 GMC Acadia SLT1

Hinton, OK

UnscoredLimited · 5
$2,500232,000 mi

Comparison: 5 similar vehicles

Hinton, OK

2009 Dodge Journey SE

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

2009 Dodge Journey SE

Tulsa, OK

UnscoredLimited · 7
$2,500162,977 mi

Comparison: 7 similar vehicles

Tulsa, OK

2008 Saturn VUE XE

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

2008 Saturn VUE XE

Tulsa, OK

UnscoredLimited · 6
$2,500192,428 mi

Comparison: 6 similar vehicles

Tulsa, OK

2007 Ford Explorer XLT

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

2007 Ford Explorer XLT

Tulsa, OK

UnscoredInsufficient · 0
$2,500200,494 mi

Tulsa, OK

2007 Nissan Xterra X

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

2007 Nissan Xterra X

Muskogee, OK

UnscoredInsufficient · 0
$2,500199,728 mi

Muskogee, OK

2005 Jeep Liberty Limited

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

2005 Jeep Liberty Limited

Tulsa, OK

UnscoredInsufficient · 0
$2,500162,476 mi

Tulsa, OK

2005 Honda Pilot EX

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

2005 Honda Pilot EX

Enid, OK

UnscoredInsufficient · 0
$2,500232,000 mi

Enid, OK

2004 Ford Expedition Eddie Bauer

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

2004 Ford Expedition Eddie Bauer

Tulsa, OK

UnscoredLimited · 5
$2,500243,108 mi

Comparison: 5 similar vehicles

Tulsa, OK

2004 Nissan Xterra XE

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

2004 Nissan Xterra XE

Tulsa, OK

UnscoredInsufficient · 0
$2,500205,651 mi

Tulsa, OK

2003 Ford Explorer Sport XLT

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

2003 Ford Explorer Sport XLT

Tulsa, OK

UnscoredInsufficient · 0
$2,500288,956 mi

Tulsa, OK

2003 Jeep Grand Cherokee LAREDO

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

2003 Jeep Grand Cherokee LAREDO

Tulsa, OK

UnscoredInsufficient · 0
$2,500337,195 mi

Tulsa, OK

2002 Chevrolet Tahoe LS

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

2002 Chevrolet Tahoe LS

Tulsa, OK

UnscoredInsufficient · 0
$2,500273,429 mi

Tulsa, OK

2012 Nissan Rogue SV

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

2012 Nissan Rogue SV

Bartlesville, OK

UnscoredModerate · 20
$2,607207,519 mi

Comparison: 20 similar vehicles

Bartlesville, 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

2007 Ford Freestyle SEL

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

2007 Ford Freestyle SEL

Tulsa, OK

UnscoredInsufficient · 0
$2,750Mileage not verified

Tulsa, OK

2005 BMW X3 3.0i

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

2005 BMW X3 3.0i

Tulsa, OK

UnscoredInsufficient · 0
$2,750173,397 mi

Tulsa, OK

2002 Chevrolet TrailBlazer LS

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

2002 Chevrolet TrailBlazer LS

Tulsa, OK

UnscoredInsufficient · 0
$2,750235,729 mi

Tulsa, OK

1997 Chevrolet Blazer Base

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

1997 Chevrolet Blazer Base

Oklahoma City, OK

UnscoredInsufficient · 0
$2,789114,199 mi

Oklahoma City, OK

2004 Acura MDX Touring Package

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

2004 Acura MDX Touring Package

Moore, OK

UnscoredInsufficient · 0
$2,795233,409 mi

Moore, OK

2009 Jeep Patriot Sport

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

2009 Jeep Patriot Sport

Hinton, OK

UnscoredLimited · 9
$2,800131,000 mi

Comparison: 9 similar vehicles

Hinton, OK

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
$2,860141,000 mi

Oklahoma City, OK

2009 Honda CR-V LX

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

2009 Honda CR-V LX

Oklahoma City, OK

UnscoredLimited · 6
$2,890269,250 mi

Comparison: 6 similar vehicles

Oklahoma City, OK

2007 Ford Escape XLT

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

2007 Ford Escape XLT

Broken Arrow, OK

UnscoredInsufficient · 0
$2,895Mileage not verified

Broken Arrow, OK

2013 Nissan Pathfinder SV

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

2013 Nissan Pathfinder SV

Oklahoma City, OK

UnscoredInsufficient · 4
$2,900213,100 mi

Comparison: 4 similar vehicles

Oklahoma City, OK

2004 Honda CR-V LX

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

2004 Honda CR-V LX

Tulsa, OK

UnscoredInsufficient · 0
$2,900256,385 mi

Tulsa, OK

2002 GMC Envoy SLE

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

2002 GMC Envoy SLE

Tulsa, OK

UnscoredInsufficient · 3
$2,950165,475 mi

Comparison: 3 similar vehicles

Tulsa, OK

2008 Mercury Mariner Hybrid

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

2008 Mercury Mariner Hybrid

Bartlesville, OK

UnscoredInsufficient · 0
$2,969191,824 mi

Bartlesville, 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

UnscoredInsufficient · 0
$2,977292,497 mi

Oklahoma City, OK

2013 Buick Enclave Leather

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

2013 Buick Enclave Leather

Tulsa, OK

UnscoredLimited · 6
$2,995246,444 mi

Comparison: 6 similar vehicles

Tulsa, OK

2011 Jeep Patriot Sport

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

2011 Jeep Patriot Sport

Tulsa, OK

UnscoredInsufficient · 0
$2,995170,501 mi

Tulsa, OK

2011 Subaru Forester X

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

2011 Subaru Forester X

Moore, OK

UnscoredInsufficient · 0
$2,995Mileage not verified

Moore, OK

2008 Ford Escape XLT

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

2008 Ford Escape XLT

Tulsa, OK

UnscoredInsufficient · 3
$2,995183,338 mi

Comparison: 3 similar vehicles

Tulsa, OK

2008 Nissan Pathfinder S

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

2008 Nissan Pathfinder S

Tulsa, OK

UnscoredInsufficient · 0
$2,995212,653 mi

Tulsa, OK

2006 Ford Explorer Eddie Bauer

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

2006 Ford Explorer Eddie Bauer

Inola, OK

UnscoredInsufficient · 0
$2,995181,735 mi

Inola, OK

2004 Jeep Grand Cherokee Limited

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

2004 Jeep Grand Cherokee Limited

Moore, OK

UnscoredLimited · 5
$2,995Mileage not verified

Comparison: 5 similar vehicles

Moore, OK

2015 Kia Sorento Limited

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

2015 Kia Sorento Limited

Broken Arrow, OK

UnscoredInsufficient · 0
$2,999248,167 mi

Broken Arrow, OK

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, and mileage is not used to select comparables or adjust comparable prices, but acts as a reliability check on used vehicles — OAV withholds a verdict when mileage is very high or unreliable, or when a lower price is better explained by higher-than-typical mileage than by a genuine market discount. 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 verdict thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io verdict, its eligibility or a listing's placement on OAV.io.

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 manage their profile, 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, exports, and enhanced merchandising.
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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