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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 20, 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

3,872 listings found

2013 Nissan Rogue SV

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

2013 Nissan Rogue SV

Lubbock, TX

UnscoredInsufficient · 3
$2,725217,125 mi

Comparison: 3 similar vehicles

Lubbock, TX

2008 GMC Acadia SLE

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

2008 GMC Acadia SLE

Lubbock, TX

UnscoredInsufficient · 0
$2,975275,111 mi

Lubbock, TX

2000 Ford Excursion XLT

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

2000 Ford Excursion XLT

Lubbock, TX

UnscoredInsufficient · 0
$3,499251,092 mi

Lubbock, TX

2002 Ford Escape XLT Midnight

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

2002 Ford Escape XLT Midnight

Lubbock, TX

UnscoredInsufficient · 0
$3,500183,015 mi

Lubbock, TX

2006 Toyota RAV4 Base

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

2006 Toyota RAV4 Base

Lubbock, TX

UnscoredInsufficient · 0
$3,925210,229 mi

Lubbock, TX

2016 Kia Sorento LX

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

2016 Kia Sorento LX

Lubbock, TX

UnscoredInsufficient · 4
$3,975227,651 mi

Comparison: 4 similar vehicles

Lubbock, TX

2014 Chevrolet Traverse 1LT

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

2014 Chevrolet Traverse 1LT

Lubbock, TX

UnscoredInsufficient · 0
$3,995169,311 mi

Lubbock, TX

2011 Chevrolet Tahoe LS

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

2011 Chevrolet Tahoe LS

Lubbock, TX

UnscoredInsufficient · 0
$3,995257,275 mi

Lubbock, TX

2009 Saturn VUE XE

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

2009 Saturn VUE XE

Lubbock, TX

UnscoredInsufficient · 0
$3,995150,367 mi

Lubbock, TX

2008 Jeep Liberty Sport

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

2008 Jeep Liberty Sport

Lubbock, TX

UnscoredInsufficient · 0
$3,995145,954 mi

Lubbock, TX

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Lubbock, TX

UnscoredInsufficient · 0
$4,178165,563 mi

Lubbock, TX

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

Lubbock, TX

UnscoredInsufficient · 0
$4,200118,430 mi

Lubbock, TX

2011 Chevrolet Tahoe LS

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

2011 Chevrolet Tahoe LS

Lubbock, TX

UnscoredInsufficient · 0
$4,250209,273 mi

Lubbock, TX

2002 GMC Yukon XL SLE

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

2002 GMC Yukon XL SLE

Lubbock, TX

UnscoredInsufficient · 0
$4,400312,000 mi

Lubbock, TX

2014 Hyundai Santa Fe Sport

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

2014 Hyundai Santa Fe Sport

Lubbock, TX

UnscoredInsufficient · 0
$4,450206,000 mi

Lubbock, TX

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

Lubbock, TX

UnscoredInsufficient · 0
$4,500120,007 mi

Lubbock, TX

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

Lubbock, TX

UnscoredInsufficient · 0
$4,900154,414 mi

Lubbock, TX

2013 Kia Sorento LX

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

2013 Kia Sorento LX

Lubbock, TX

UnscoredInsufficient · 0
$4,900181,000 mi

Lubbock, TX

2000 Ford Excursion XLT

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

2000 Ford Excursion XLT

Lubbock, TX

UnscoredInsufficient · 0
$4,922306,003 mi

Lubbock, TX

2016 Jeep Cherokee Latitude

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

2016 Jeep Cherokee Latitude

Lubbock, TX

UnscoredInsufficient · 4
$4,925169,064 mi

Comparison: 4 similar vehicles

Lubbock, TX

2013 Ford Expedition XLT

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

2013 Ford Expedition XLT

Lubbock, TX

UnscoredInsufficient · 3
$4,925207,427 mi

Comparison: 3 similar vehicles

Lubbock, TX

2019 Dodge Journey SE

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

2019 Dodge Journey SE

Lubbock, TX

UnscoredLimited · 8
$4,950141,000 mi

Comparison: 8 similar vehicles

Lubbock, TX

2015 Nissan Murano Platinum

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

2015 Nissan Murano Platinum

Lubbock, TX

UnscoredInsufficient · 0
$4,950171,847 mi

Lubbock, TX

2011 Jeep Compass Base

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

2011 Jeep Compass Base

Lubbock, TX

UnscoredInsufficient · 0
$4,950113,768 mi

Lubbock, TX

1999 Chevrolet Suburban Base

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

1999 Chevrolet Suburban Base

Lubbock, TX

UnscoredInsufficient · 0
$4,950Mileage not verified

Lubbock, TX

2016 FIAT 500X Easy

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

2016 FIAT 500X Easy

Lubbock, TX

Salvage title
$4,98149,175 mi

Lubbock, TX

2008 Mazda CX-7 Touring

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

2008 Mazda CX-7 Touring

Lubbock, TX

UnscoredInsufficient · 0
$4,988100,207 mi

Lubbock, TX

2014 Jeep Patriot Sport

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

2014 Jeep Patriot Sport

Lubbock, TX

UnscoredLimited · 6
$4,995182,443 mi

Comparison: 6 similar vehicles

Lubbock, TX

2011 Hyundai Tucson Limited

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

2011 Hyundai Tucson Limited

Lubbock, TX

UnscoredInsufficient · 0
$4,995160,029 mi

Lubbock, TX

2009 Nissan Murano SL

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

2009 Nissan Murano SL

Lubbock, TX

UnscoredInsufficient · 0
$4,995232,700 mi

Lubbock, TX

2015 Nissan Pathfinder SV

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

2015 Nissan Pathfinder SV

Lubbock, TX

UnscoredInsufficient · 0
$5,000109,346 mi

Lubbock, TX

2012 Chevrolet Equinox LS

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

2012 Chevrolet Equinox LS

Lubbock, TX

UnscoredInsufficient · 0
$5,000133,850 mi

Lubbock, TX

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

Lubbock, TX

UnscoredInsufficient · 0
$5,398159,250 mi

Lubbock, TX

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Lubbock, TX

UnscoredInsufficient · 0
$5,500237,042 mi

Lubbock, TX

2012 GMC Yukon XL SLT

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

2012 GMC Yukon XL SLT

Lubbock, TX

UnscoredInsufficient · 0
$5,500185,368 mi

Lubbock, TX

2017 Ford Escape S

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

2017 Ford Escape S

Lubbock, TX

UnscoredInsufficient · 4
$5,900186,727 mi

Comparison: 4 similar vehicles

Lubbock, TX

2017 Dodge Journey SXT

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

2017 Dodge Journey SXT

Lubbock, TX

UnscoredInsufficient · 4
$5,900155,255 mi

Comparison: 4 similar vehicles

Lubbock, TX

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Lubbock, TX

UnscoredInsufficient · 3
$5,900167,797 mi

Comparison: 3 similar vehicles

Lubbock, TX

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Lubbock, TX

UnscoredInsufficient · 0
$5,900139,321 mi

Lubbock, TX

2011 Jeep Grand Cherokee Laredo

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

2011 Jeep Grand Cherokee Laredo

Lubbock, TX

UnscoredInsufficient · 0
$5,900161,798 mi

Lubbock, TX

2013 Nissan Murano S

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

2013 Nissan Murano S

Lubbock, TX

UnscoredInsufficient · 0
$5,95078,000 mi

Lubbock, TX

2015 Buick Encore Leather

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

2015 Buick Encore Leather

Lubbock, TX

Salvage title
$5,98148,389 mi

Lubbock, TX

2017 GMC Acadia SLE-2

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

2017 GMC Acadia SLE-2

Lubbock, TX

UnscoredInsufficient · 0
$5,995216,098 mi

Lubbock, TX

2014 Chevrolet Equinox 2LT

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

2014 Chevrolet Equinox 2LT

Lubbock, TX

UnscoredInsufficient · 0
$5,995139,413 mi

Lubbock, TX

2012 Nissan Xterra X

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

2012 Nissan Xterra X

Lubbock, TX

UnscoredInsufficient · 0
$5,995191,918 mi

Lubbock, TX

2015 Nissan Rogue SV

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

2015 Nissan Rogue SV

Lubbock, TX

UnscoredInsufficient · 3
$5,998168,588 mi

Comparison: 3 similar vehicles

Lubbock, TX

2015 Chevrolet Traverse 2LT

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

2015 Chevrolet Traverse 2LT

Lubbock, TX

UnscoredInsufficient · 0
$6,298173,500 mi

Lubbock, TX

2017 Mitsubishi Outlander SE

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

2017 Mitsubishi Outlander SE

Lubbock, TX

UnscoredInsufficient · 0
$6,423171,377 mi

Lubbock, TX

2016 Ford Escape SE

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

2016 Ford Escape SE

Lubbock, TX

UnscoredInsufficient · 4
$6,500139,654 mi

Comparison: 4 similar vehicles

Lubbock, TX

2015 Nissan Murano S

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

2015 Nissan Murano S

Lubbock, TX

UnscoredInsufficient · 0
$6,500197,703 mi

Lubbock, TX

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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