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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 27, 2026

6.1M+

Unique vehicles analyzed

as of October 27, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.4M new·2.8M used·Listings processed daily

Or explore the market

6,815 listings found

2009 Nissan Murano SL

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

2009 Nissan Murano SL

Slidell, LA

UnscoredLimited · 12
$2,495246,810 mi

Comparison: 12 similar vehicles

Slidell, LA

2006 INFINITI QX56 Base

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

2006 INFINITI QX56 Base

Mandeville, LA

UnscoredInsufficient · 3
$2,650Mileage not verified

Comparison: 3 similar vehicles

Mandeville, LA

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

Slidell, LA

UnscoredInsufficient · 0
$2,995209,476 mi

Slidell, LA

2011 Kia Sorento LX

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

2011 Kia Sorento LX

Summit, MS

UnscoredInsufficient · 0
$3,310147,177 mi

Summit, MS

2012 Nissan Rogue SV

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

2012 Nissan Rogue SV

Slidell, LA

UnscoredLimited · 5
$3,995169,185 mi

Comparison: 5 similar vehicles

Slidell, LA

2014 Ford Escape S

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

2014 Ford Escape S

Picayune, MS

UnscoredInsufficient · 3
$3,999174,955 mi

Comparison: 3 similar vehicles

Picayune, MS

2009 Nissan Rogue SL

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

2009 Nissan Rogue SL

Columbia, MS

UnscoredInsufficient · 3
$4,292118,278 mi

Comparison: 3 similar vehicles

Columbia, MS

2012 Jeep Patriot Sport

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

2012 Jeep Patriot Sport

Slidell, LA

UnscoredInsufficient · 4
$4,347174,397 mi

Comparison: 4 similar vehicles

Slidell, LA

2007 Ford Freestyle SEL

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

2007 Ford Freestyle SEL

Slidell, LA

UnscoredInsufficient · 0
$4,400152,157 mi

Slidell, LA

2013 GMC Acadia SLT1

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

2013 GMC Acadia SLT1

Covington, LA

UnscoredLimited · 11
$4,500177,739 mi

Comparison: 11 similar vehicles

Covington, LA

2015 Nissan Pathfinder S

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

2015 Nissan Pathfinder S

Lacombe, LA

Salvage title
$4,888217,000 mi

Lacombe, LA

2015 Dodge Journey SE

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

2015 Dodge Journey SE

Carriere, MS

UnscoredInsufficient · 0
$4,975174,399 mi

Carriere, MS

2011 Nissan Murano SL

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

2011 Nissan Murano SL

Slidell, LA

UnscoredInsufficient · 4
$4,990182,001 mi

Comparison: 4 similar vehicles

Slidell, LA

2008 Buick Enclave CXL

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

2008 Buick Enclave CXL

Denham Springs, LA

UnscoredInsufficient · 0
$4,990188,772 mi

Denham Springs, LA

2016 Chevrolet Trax LS

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

2016 Chevrolet Trax LS

Slidell, LA

UnscoredLimited · 6
$4,995115,295 mi

Comparison: 6 similar vehicles

Slidell, LA

2015 Ford Escape S

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

2015 Ford Escape S

Albany, LA

UnscoredInsufficient · 4
$4,995138,429 mi

Comparison: 4 similar vehicles

Albany, LA

2015 Dodge Journey CrossRoad

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

2015 Dodge Journey CrossRoad

Slidell, LA

UnscoredInsufficient · 0
$4,995143,853 mi

Slidell, LA

2011 Nissan Murano SV

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

2011 Nissan Murano SV

Slidell, LA

UnscoredInsufficient · 0
$4,995122,998 mi

Slidell, LA

2010 BMW X5 xDrive30i

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

2010 BMW X5 xDrive30i

Slidell, LA

UnscoredInsufficient · 0
$4,995135,695 mi

Slidell, LA

2009 Mazda Tribute i Sport

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

2009 Mazda Tribute i Sport

Slidell, LA

UnscoredInsufficient · 0
$4,995183,761 mi

Slidell, LA

2017 Ford Escape SE

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

2017 Ford Escape SE

Columbia, MS

Salvage title
$5,424151,923 mi

Columbia, MS

2017 Ford Escape SE

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

2017 Ford Escape SE

Hammond, LA

UnscoredLimited · 6
$5,500117,000 mi

Comparison: 6 similar vehicles

Hammond, LA

2018 Buick Encore Preferred

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

2018 Buick Encore Preferred

Hammond, LA

UnscoredModerate · 28
$5,900135,313 mi

Comparison: 28 similar vehicles

Hammond, LA

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

Hammond, LA

UnscoredLimited · 17
$5,900181,848 mi

Comparison: 17 similar vehicles

Hammond, LA

2011 Chevrolet Equinox 1LT

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

2011 Chevrolet Equinox 1LT

Slidell, LA

UnscoredLimited · 6
$5,970145,713 mi

Comparison: 6 similar vehicles

Slidell, LA

2012 GMC Acadia SLT1

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

2012 GMC Acadia SLT1

Lacombe, LA

UnscoredLimited · 18
$5,988164,930 mi

Comparison: 18 similar vehicles

Lacombe, LA

2015 Ford Explorer Limited

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

2015 Ford Explorer Limited

Slidell, LA

UnscoredInsufficient · 3
$5,995189,296 mi

Comparison: 3 similar vehicles

Slidell, LA

2008 Toyota Highlander Base

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

2008 Toyota Highlander Base

Slidell, LA

UnscoredInsufficient · 0
$5,995178,253 mi

Slidell, LA

2007 Volvo XC90 Sport

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

2007 Volvo XC90 Sport

Slidell, LA

UnscoredInsufficient · 0
$5,995152,472 mi

Slidell, LA

2017 Ford Escape SE

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

2017 Ford Escape SE

Picayune, MS

UnscoredLimited · 6
$5,999143,249 mi

Comparison: 6 similar vehicles

Picayune, MS

2017 Nissan Rogue SL

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

2017 Nissan Rogue SL

Covington, LA

UnscoredLimited · 15
$6,000178,878 mi

Comparison: 15 similar vehicles

Covington, LA

2010 Mercedes-Benz M-Class ML350

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

2010 Mercedes-Benz M-Class ML350

Slidell, LA

UnscoredInsufficient · 3
$6,061232,837 mi

Comparison: 3 similar vehicles

Slidell, LA

2019 INFINITI QX60 LUXE

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

2019 INFINITI QX60 LUXE

Covington, LA

UnscoredLimited · 5
$6,175145,763 mi

Comparison: 5 similar vehicles

Covington, LA

2015 GMC Acadia SLE2

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

2015 GMC Acadia SLE2

Picayune, MS

UnscoredInsufficient · 0
$6,198216,858 mi

Picayune, MS

2017 Chevrolet Traverse 1LT

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

2017 Chevrolet Traverse 1LT

Columbia, MS

UnscoredModerate · 20
$6,283249,955 mi

Comparison: 20 similar vehicles

Columbia, MS

2017 Ford Escape S

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

2017 Ford Escape S

Slidell, LA

UnscoredLimited · 7
$6,347144,794 mi

Comparison: 7 similar vehicles

Slidell, LA

2013 Cadillac SRX Luxury Collection

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

2013 Cadillac SRX Luxury Collection

Slidell, LA

UnscoredInsufficient · 4
$6,458207,568 mi

Comparison: 4 similar vehicles

Slidell, LA

2006 Ford Explorer XLT

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

2006 Ford Explorer XLT

Hammond, LA

UnscoredInsufficient · 0
$6,485185,972 mi

Hammond, LA

2017 Jeep Cherokee Sport Altitude

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

2017 Jeep Cherokee Sport Altitude

Hammond, LA

UnscoredInsufficient · 0
$6,500178,629 mi

Hammond, LA

2017 Jeep All-New Compass Latitude

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

2017 Jeep All-New Compass Latitude

Covington, LA

UnscoredLimited · 6
$6,500146,077 mi

Comparison: 6 similar vehicles

Covington, LA

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Hammond, LA

Fair PriceLimited · 11
$6,500108,000 mi

Market: $4,999 – $13,235

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Hammond, LA

2011 Chevrolet Tahoe LS

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

2011 Chevrolet Tahoe LS

Columbia, MS

UnscoredModerate · 27
$6,500221,185 mi

Comparison: 27 similar vehicles

Columbia, MS

2017 Jeep Patriot Sport

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

2017 Jeep Patriot Sport

Slidell, LA

UnscoredInsufficient · 0
$6,800110,001 mi

Slidell, LA

2020 Nissan Pathfinder SV

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

2020 Nissan Pathfinder SV

Carriere, MS

UnscoredLimited · 12
$6,900188,000 mi

Comparison: 12 similar vehicles

Carriere, MS

2018 Chevrolet Traverse 3LT

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

2018 Chevrolet Traverse 3LT

Hammond, LA

UnscoredLimited · 9
$6,900160,187 mi

Comparison: 9 similar vehicles

Hammond, LA

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Carriere, MS

UnscoredModerate · 28
$6,900153,000 mi

Comparison: 28 similar vehicles

Carriere, MS

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

Hammond, LA

Fair PriceLimited · 14
$6,900116,063 mi

Market: $4,995 – $13,900

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Hammond, LA

2014 Kia Sorento LX

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

2014 Kia Sorento LX

Hammond, LA

UnscoredLimited · 13
$6,900128,556 mi

Comparison: 13 similar vehicles

Hammond, LA

2014 Subaru Forester i Premium

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

2014 Subaru Forester i Premium

Hammond, LA

UnscoredInsufficient · 3
$6,900151,822 mi

Comparison: 3 similar vehicles

Hammond, LA

2016 Ford Explorer Base

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

2016 Ford Explorer Base

Lacombe, LA

UnscoredInsufficient · 0
$6,988225,770 mi

Lacombe, LA

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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