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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

9,610 listings found

2007 Jeep Commander Sport

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

2007 Jeep Commander Sport

Ocean Springs, MS

UnscoredInsufficient · 0
$1,850227,576 mi

Ocean Springs, MS

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

2010 GMC Terrain SLT-2

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

2010 GMC Terrain SLT-2

Gulfport, MS

UnscoredInsufficient · 0
$2,700161,025 mi

Gulfport, MS

2002 GMC Envoy SLT

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

2002 GMC Envoy SLT

D'Iberville, MS

UnscoredInsufficient · 0
$2,977168,178 mi

D'Iberville, MS

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

2012 Ford Flex SEL

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

2012 Ford Flex SEL

Biloxi, MS

UnscoredInsufficient · 0
$3,885306,108 mi

Biloxi, MS

2013 Ford Escape SEL

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

2013 Ford Escape SEL

New Orleans, LA

UnscoredLimited · 19
$3,950190,211 mi

Comparison: 19 similar vehicles

New Orleans, LA

No Photo

2010 Hyundai Santa Fe SE

Waveland, MS

UnscoredInsufficient · 0
$3,988171,548 mi

Waveland, MS

2008 Lexus RX 350

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

2008 Lexus RX 350

Ocean Springs, MS

UnscoredLimited · 5
$3,995246,354 mi

Comparison: 5 similar vehicles

Ocean Springs, MS

2006 Chevrolet Suburban LS

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

2006 Chevrolet Suburban LS

Ocean Springs, MS

UnscoredInsufficient · 0
$3,995200,000 mi

Ocean Springs, MS

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

UnscoredLimited · 5
$3,999174,955 mi

Comparison: 5 similar vehicles

Picayune, MS

2003 Buick Rendezvous FWD CX

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

2003 Buick Rendezvous FWD CX

New Orleans, LA

UnscoredInsufficient · 0
$4,14758,665 mi

New Orleans, LA

2004 GMC Envoy SLE

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

2004 GMC Envoy SLE

New Orleans, LA

UnscoredInsufficient · 0
$4,170251,110 mi

New Orleans, LA

2006 Saturn VUE Base

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

2006 Saturn VUE Base

New Orleans, LA

UnscoredInsufficient · 3
$4,375167,774 mi

Comparison: 3 similar vehicles

New Orleans, 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

2019 Chevrolet Equinox LS

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

2019 Chevrolet Equinox LS

Slidell, LA

UnscoredLimited · 9
$4,423228,566 mi

Comparison: 9 similar vehicles

Slidell, LA

2007 Acura MDX Sport and Entertainment Package

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

2007 Acura MDX Sport and Entertainment Package

D'Iberville, MS

UnscoredInsufficient · 0
$4,477145,067 mi

D'Iberville, MS

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 · 10
$4,500177,739 mi

Comparison: 10 similar vehicles

Covington, LA

2010 Jeep Commander Sport

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

2010 Jeep Commander Sport

New Orleans, LA

UnscoredInsufficient · 0
$4,795163,152 mi

New Orleans, 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

2008 Ford Taurus X SEL

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

2008 Ford Taurus X SEL

New Orleans, LA

UnscoredInsufficient · 0
$4,895144,738 mi

New Orleans, LA

2006 Kia Sportage LX

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

2006 Kia Sportage LX

New Orleans, LA

UnscoredInsufficient · 0
$4,90069,255 mi

New Orleans, 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

2014 Ford Escape SE

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

2014 Ford Escape SE

D'Iberville, MS

UnscoredLimited · 19
$4,977144,848 mi

Comparison: 19 similar vehicles

D'Iberville, MS

2016 Jeep Patriot Latitude

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

2016 Jeep Patriot Latitude

Gretna, LA

UnscoredInsufficient · 4
$4,990163,463 mi

Comparison: 4 similar vehicles

Gretna, LA

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

UnscoredLimited · 14
$4,990182,001 mi

Comparison: 14 similar vehicles

Slidell, LA

2004 Porsche Cayenne Base

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

2004 Porsche Cayenne Base

Gretna, LA

UnscoredInsufficient · 0
$4,99098,045 mi

Gretna, LA

2018 Chevrolet Trax LS

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

2018 Chevrolet Trax LS

Gulfport, MS

UnscoredLimited · 5
$4,995121,495 mi

Comparison: 5 similar vehicles

Gulfport, MS

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

UnscoredInsufficient · 0
$4,995115,295 mi

Slidell, 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

2014 Chevrolet Traverse 1LT

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

2014 Chevrolet Traverse 1LT

Gulfport, MS

UnscoredLimited · 10
$4,995236,670 mi

Comparison: 10 similar vehicles

Gulfport, MS

2014 Kia Sorento Limited

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

2014 Kia Sorento Limited

Ocean Springs, MS

UnscoredInsufficient · 3
$4,995181,730 mi

Comparison: 3 similar vehicles

Ocean Springs, MS

2012 GMC Acadia SL

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

2012 GMC Acadia SL

Gulfport, MS

UnscoredInsufficient · 4
$4,995288,162 mi

Comparison: 4 similar vehicles

Gulfport, MS

2012 Kia Sorento LX

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

2012 Kia Sorento LX

Gulfport, MS

UnscoredInsufficient · 0
$4,995200,102 mi

Gulfport, MS

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

2009 Kia Sportage LX

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

2009 Kia Sportage LX

Biloxi, MS

UnscoredInsufficient · 0
$4,995137,032 mi

Biloxi, MS

2004 Nissan Xterra XE

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

2004 Nissan Xterra XE

Gulfport, MS

UnscoredInsufficient · 0
$4,995205,343 mi

Gulfport, MS

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Gulfport, MS

Fair PriceLimited · 11
$4,999117,392 mi

Market: $5,395 – $13,235

Comparison: 11 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 94 days listed (based on current market benchmarks)

Gulfport, MS

2013 Ford Edge SEL

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

2013 Ford Edge SEL

New Orleans, LA

UnscoredModerate · 25
$5,075218,740 mi

Comparison: 25 similar vehicles

New Orleans, LA

2009 Jeep Liberty Sport

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

2009 Jeep Liberty Sport

Gulfport, MS

UnscoredInsufficient · 0
$5,100139,018 mi

Gulfport, MS

2010 Subaru Forester X Premium

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

2010 Subaru Forester X Premium

New Orleans, LA

UnscoredInsufficient · 0
$5,150130,340 mi

New Orleans, LA

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

New Orleans, LA

UnscoredInsufficient · 3
$5,395189,518 mi

Comparison: 3 similar vehicles

New Orleans, LA

2013 Mazda CX-5 Sport

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

2013 Mazda CX-5 Sport

New Orleans, LA

UnscoredInsufficient · 0
$5,395261,395 mi

New Orleans, LA

2013 GMC Acadia SLT1

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

2013 GMC Acadia SLT1

Gulfport, MS

UnscoredInsufficient · 0
$5,500170,286 mi

Gulfport, MS

2008 Chevrolet Equinox Sport

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

2008 Chevrolet Equinox Sport

New Orleans, LA

UnscoredInsufficient · 0
$5,54990,377 mi

New Orleans, LA

2008 Ford Escape XLT

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

2008 Ford Escape XLT

Long Beach, MS

UnscoredLimited · 6
$5,599170,096 mi

Comparison: 6 similar vehicles

Long Beach, MS

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

New Orleans, LA

UnscoredInsufficient · 3
$5,650116,090 mi

Comparison: 3 similar vehicles

New Orleans, LA

2008 Toyota RAV4 Limited

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

2008 Toyota RAV4 Limited

Metairie, LA

UnscoredInsufficient · 0
$5,800189,532 mi

Metairie, 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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