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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

9,370 listings found

2009 Ford Edge SEL

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

2009 Ford Edge SEL

Baton Rouge, LA

UnscoredInsufficient · 0
$2,250219,428 mi

Baton Rouge, LA

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Baton Rouge, LA

UnscoredLimited · 17
$2,500238,913 mi

Comparison: 17 similar vehicles

Baton Rouge, LA

2003 Lincoln Navigator Luxury

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

2003 Lincoln Navigator Luxury

Baton Rouge, LA

UnscoredInsufficient · 3
$2,550221,881 mi

Comparison: 3 similar vehicles

Baton Rouge, LA

2011 Ford Flex SEL

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

2011 Ford Flex SEL

Baton Rouge, LA

UnscoredInsufficient · 0
$2,575229,782 mi

Baton Rouge, LA

2011 GMC Acadia SL

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

2011 GMC Acadia SL

Baton Rouge, LA

UnscoredLimited · 6
$2,600177,693 mi

Comparison: 6 similar vehicles

Baton Rouge, LA

2007 Mitsubishi Outlander XLS

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

2007 Mitsubishi Outlander XLS

Baton Rouge, LA

UnscoredInsufficient · 0
$2,600239,466 mi

Baton Rouge, LA

2010 Nissan Armada Platinum

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

2010 Nissan Armada Platinum

Clinton, LA

UnscoredInsufficient · 0
$2,665145 mi

Clinton, LA

2012 Kia Sorento LX

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

2012 Kia Sorento LX

Baton Rouge, LA

UnscoredInsufficient · 0
$2,750187,544 mi

Baton Rouge, LA

2008 Subaru Tribeca Limited

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

2008 Subaru Tribeca Limited

Baton Rouge, LA

UnscoredInsufficient · 0
$2,750181,461 mi

Baton Rouge, LA

2004 GMC Envoy SLE

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

2004 GMC Envoy SLE

Baton Rouge, LA

UnscoredInsufficient · 0
$2,750137,877 mi

Baton Rouge, LA

2012 Nissan Rogue SV

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

2012 Nissan Rogue SV

Baton Rouge, LA

UnscoredLimited · 5
$2,800143,147 mi

Comparison: 5 similar vehicles

Baton Rouge, LA

2008 Honda CR-V EX-L

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

2008 Honda CR-V EX-L

Baton Rouge, LA

UnscoredInsufficient · 3
$2,900226,439 mi

Comparison: 3 similar vehicles

Baton Rouge, LA

2010 Nissan Rogue SL

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

2010 Nissan Rogue SL

Baton Rouge, LA

UnscoredInsufficient · 0
$2,995187,851 mi

Baton Rouge, LA

2008 Volvo XC90 3.2

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

2008 Volvo XC90 3.2

Baton Rouge, LA

UnscoredInsufficient · 0
$3,025132,246 mi

Baton Rouge, LA

2017 Chevrolet Traverse 1LT

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

2017 Chevrolet Traverse 1LT

Baton Rouge, LA

UnscoredModerate · 32
$3,100207,485 mi

Comparison: 32 similar vehicles

Baton Rouge, LA

2011 Volvo XC90 R-Design

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

2011 Volvo XC90 R-Design

Baton Rouge, LA

UnscoredInsufficient · 0
$3,100120,083 mi

Baton Rouge, LA

2010 Ford Edge Limited

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

2010 Ford Edge Limited

Baton Rouge, LA

UnscoredInsufficient · 0
$3,100185,977 mi

Baton Rouge, LA

2015 Jeep Compass Latitude

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

2015 Jeep Compass Latitude

Baton Rouge, LA

UnscoredInsufficient · 0
$3,150176,377 mi

Baton Rouge, LA

2009 Ford Edge Limited

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

2009 Ford Edge Limited

Baton Rouge, LA

UnscoredInsufficient · 0
$3,150176,910 mi

Baton Rouge, LA

2012 Kia Sorento LX

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

2012 Kia Sorento LX

Baton Rouge, LA

UnscoredInsufficient · 0
$3,160145,882 mi

Baton Rouge, LA

2012 Land Rover Range Rover Evoque Pure Plus

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

2012 Land Rover Range Rover Evoque Pure Plus

Baton Rouge, LA

UnscoredInsufficient · 0
$3,175180,353 mi

Baton Rouge, LA

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Baton Rouge, LA

UnscoredLimited · 11
$3,200227,578 mi

Comparison: 11 similar vehicles

Baton Rouge, LA

2011 GMC Acadia SLT1

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

2011 GMC Acadia SLT1

Baton Rouge, LA

UnscoredInsufficient · 0
$3,200233,278 mi

Baton Rouge, LA

2016 Chevrolet Traverse 2LT

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

2016 Chevrolet Traverse 2LT

Baton Rouge, LA

UnscoredInsufficient · 4
$3,250185,942 mi

Comparison: 4 similar vehicles

Baton Rouge, LA

2011 Chevrolet Traverse LTZ

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

2011 Chevrolet Traverse LTZ

Baton Rouge, LA

UnscoredInsufficient · 0
$3,250205,015 mi

Baton Rouge, LA

2009 Lincoln MKX Base

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

2009 Lincoln MKX Base

Baton Rouge, LA

UnscoredInsufficient · 3
$3,250177,317 mi

Comparison: 3 similar vehicles

Baton Rouge, LA

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Baton Rouge, LA

UnscoredModerate · 20
$3,300175,722 mi

Comparison: 20 similar vehicles

Baton Rouge, LA

2011 Ford Edge SEL

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

2011 Ford Edge SEL

Baton Rouge, LA

UnscoredInsufficient · 0
$3,300189,571 mi

Baton Rouge, LA

2016 Chevrolet Traverse 1LT

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

2016 Chevrolet Traverse 1LT

Baton Rouge, LA

UnscoredModerate · 21
$3,375199,653 mi

Comparison: 21 similar vehicles

Baton Rouge, LA

2013 Ford Flex SEL

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

2013 Ford Flex SEL

Baton Rouge, LA

UnscoredInsufficient · 0
$3,375210,830 mi

Baton Rouge, LA

2012 GMC Acadia SLT1

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

2012 GMC Acadia SLT1

Baton Rouge, LA

UnscoredLimited · 9
$3,450205,413 mi

Comparison: 9 similar vehicles

Baton Rouge, LA

2017 Nissan Pathfinder SL

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

2017 Nissan Pathfinder SL

Baton Rouge, LA

UnscoredLimited · 8
$3,500179,102 mi

Comparison: 8 similar vehicles

Baton Rouge, LA

2016 Jeep Compass Sport

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

2016 Jeep Compass Sport

Baton Rouge, LA

UnscoredLimited · 5
$3,500169,488 mi

Comparison: 5 similar vehicles

Baton Rouge, LA

2007 Dodge Nitro SXT

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

2007 Dodge Nitro SXT

Denham Springs, LA

UnscoredInsufficient · 3
$3,500231,686 mi

Comparison: 3 similar vehicles

Denham Springs, LA

2004 Toyota RAV4 Base

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

2004 Toyota RAV4 Base

Baton Rouge, LA

UnscoredInsufficient · 0
$3,500190,682 mi

Baton Rouge, LA

2001 Honda CR-V LX

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

2001 Honda CR-V LX

Baton Rouge, LA

UnscoredInsufficient · 0
$3,500175,116 mi

Baton Rouge, LA

2014 Buick Enclave Leather

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

2014 Buick Enclave Leather

Baton Rouge, LA

UnscoredLimited · 7
$3,525233,653 mi

Comparison: 7 similar vehicles

Baton Rouge, LA

2014 Volvo XC60 3.2

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

2014 Volvo XC60 3.2

Baton Rouge, LA

UnscoredInsufficient · 0
$3,550183,828 mi

Baton Rouge, LA

2011 Mazda CX-7 i SV

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

2011 Mazda CX-7 i SV

Baton Rouge, LA

UnscoredInsufficient · 0
$3,900193,292 mi

Baton Rouge, LA

2009 Hyundai Santa Fe Limited

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

2009 Hyundai Santa Fe Limited

Prairieville, LA

UnscoredInsufficient · 0
$3,995198,450 mi

Prairieville, LA

2004 Ford Explorer XLS

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

2004 Ford Explorer XLS

Baton Rouge, LA

UnscoredInsufficient · 0
$3,999152,156 mi

Baton Rouge, LA

2012 Chevrolet Equinox 2LT

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

2012 Chevrolet Equinox 2LT

Baton Rouge, LA

UnscoredInsufficient · 0
$4,900192,086 mi

Baton Rouge, 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

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

UnscoredLimited · 6
$4,995138,429 mi

Comparison: 6 similar vehicles

Albany, LA

2015 GMC Acadia Denali

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

2015 GMC Acadia Denali

Denham Springs, LA

UnscoredLimited · 7
$4,995190,000 mi

Comparison: 7 similar vehicles

Denham Springs, LA

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Denham Springs, LA

UnscoredLimited · 17
$4,995180,500 mi

Comparison: 17 similar vehicles

Denham Springs, LA

2011 Kia Sorento LX

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

2011 Kia Sorento LX

Baton Rouge, LA

UnscoredInsufficient · 0
$4,995189,674 mi

Baton Rouge, LA

2004 GMC Envoy SLT

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

2004 GMC Envoy SLT

Baton Rouge, LA

UnscoredInsufficient · 0
$4,995197,470 mi

Baton Rouge, LA

2004 Chevrolet TrailBlazer LT

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

2004 Chevrolet TrailBlazer LT

Gonzales, LA

UnscoredInsufficient · 0
$5,051126,404 mi

Gonzales, LA

2010 Acura MDX Advance and Entertainment Package

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

2010 Acura MDX Advance and Entertainment Package

Baton Rouge, LA

UnscoredInsufficient · 0
$5,200Mileage not verified

Baton Rouge, 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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