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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

6,125 listings found

2008 Saturn Outlook XR

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

2008 Saturn Outlook XR

Goleta, CA

UnscoredInsufficient · 0
$3,000174,890 mi

Goleta, CA

1998 Honda CR-V Base

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

1998 Honda CR-V Base

Santa Maria, CA

Salvage title
$4,069265,869 mi

Santa Maria, CA

2011 Lincoln MKX Base

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

2011 Lincoln MKX Base

Ventura, CA

UnscoredInsufficient · 0
$4,400116,101 mi

Ventura, CA

2003 Ford Explorer Limited

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

2003 Ford Explorer Limited

Santa Maria, CA

Salvage title
$4,569267,745 mi

Santa Maria, CA

1999 Isuzu Trooper S

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

1999 Isuzu Trooper S

Santa Maria, CA

UnscoredInsufficient · 0
$4,569168,238 mi

Santa Maria, CA

2001 Nissan Pathfinder LE

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

2001 Nissan Pathfinder LE

Santa Maria, CA

UnscoredInsufficient · 0
$4,901143,956 mi

Santa Maria, CA

2005 Jeep Liberty Limited

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

2005 Jeep Liberty Limited

Oxnard, CA

UnscoredInsufficient · 0
$4,950161,578 mi

Oxnard, CA

2016 Honda Pilot LX

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

2016 Honda Pilot LX

Santa Maria, CA

UnscoredInsufficient · 0
$4,995263,310 mi

Santa Maria, CA

2004 Lincoln Navigator Luxury

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

2004 Lincoln Navigator Luxury

Santa Maria, CA

UnscoredInsufficient · 0
$4,995256,989 mi

Santa Maria, CA

2016 Dodge Journey CrossRoad

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

2016 Dodge Journey CrossRoad

Goleta, CA

UnscoredInsufficient · 3
$5,000161,489 mi

Comparison: 3 similar vehicles

Goleta, CA

2006 Chevrolet TrailBlazer LS

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

2006 Chevrolet TrailBlazer LS

Goleta, CA

UnscoredInsufficient · 0
$5,000174,200 mi

Goleta, CA

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

Goleta, CA

UnscoredInsufficient · 0
$5,000281,000 mi

Goleta, CA

2003 GMC Envoy SLT

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

2003 GMC Envoy SLT

Goleta, CA

UnscoredInsufficient · 0
$5,000168,500 mi

Goleta, CA

2003 Hyundai Santa Fe Base

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

2003 Hyundai Santa Fe Base

Goleta, CA

UnscoredInsufficient · 0
$5,000172,700 mi

Goleta, CA

2006 Nissan Murano SL

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

2006 Nissan Murano SL

Santa Maria, CA

UnscoredInsufficient · 0
$5,069231,407 mi

Santa Maria, CA

2015 Dodge Journey American Value Package

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

2015 Dodge Journey American Value Package

Santa Maria, CA

UnscoredInsufficient · 0
$5,180181,118 mi

Santa Maria, CA

2007 Chevrolet TrailBlazer LS

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

2007 Chevrolet TrailBlazer LS

Buellton, CA

UnscoredInsufficient · 0
$5,199169,015 mi

Buellton, CA

2013 Nissan Rogue SV

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

2013 Nissan Rogue SV

Goleta, CA

UnscoredLimited · 7
$5,782147,765 mi

Comparison: 7 similar vehicles

Goleta, CA

2005 Acura MDX Touring Package

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

2005 Acura MDX Touring Package

Santa Maria, CA

UnscoredInsufficient · 0
$5,905204,402 mi

Santa Maria, CA

2012 Dodge Journey SXT

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

2012 Dodge Journey SXT

Oxnard, CA

UnscoredInsufficient · 4
$5,950161,187 mi

Comparison: 4 similar vehicles

Oxnard, CA

2005 Jeep Liberty Sport

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

2005 Jeep Liberty Sport

Oxnard, CA

UnscoredInsufficient · 3
$5,950142,581 mi

Comparison: 3 similar vehicles

Oxnard, CA

2007 Lexus RX 350

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

2007 Lexus RX 350

Ventura, CA

UnscoredModerate · 27
$5,988179,000 mi

Comparison: 27 similar vehicles

Ventura, CA

2012 Honda Pilot EX-L

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

2012 Honda Pilot EX-L

Santa Maria, CA

UnscoredLimited · 7
$5,995225,548 mi

Comparison: 7 similar vehicles

Santa Maria, CA

2011 Nissan JUKE SV

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

2011 Nissan JUKE SV

Santa Maria, CA

UnscoredInsufficient · 0
$5,995189,389 mi

Santa Maria, CA

2009 Buick Enclave CXL

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

2009 Buick Enclave CXL

Santa Maria, CA

UnscoredInsufficient · 0
$5,995183,698 mi

Santa Maria, CA

2001 Toyota Rav4 Base

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

2001 Toyota Rav4 Base

Santa Maria, CA

UnscoredInsufficient · 0
$5,995Mileage not verified

Santa Maria, CA

2010 Nissan Rogue S

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

2010 Nissan Rogue S

Goleta, CA

UnscoredInsufficient · 4
$6,00080,400 mi

Comparison: 4 similar vehicles

Goleta, CA

2002 GMC Yukon SLE

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

2002 GMC Yukon SLE

Santa Maria, CA

UnscoredInsufficient · 0
$6,069239,792 mi

Santa Maria, CA

2013 Nissan Pathfinder Platinum

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

2013 Nissan Pathfinder Platinum

Goleta, CA

UnscoredLimited · 5
$6,300184,100 mi

Comparison: 5 similar vehicles

Goleta, CA

2014 Volkswagen Tiguan SE

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

2014 Volkswagen Tiguan SE

Santa Maria, CA

UnscoredLimited · 15
$6,495153,504 mi

Comparison: 15 similar vehicles

Santa Maria, CA

2015 Chevrolet Traverse LS

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

2015 Chevrolet Traverse LS

Goleta, CA

UnscoredInsufficient · 0
$6,725168 mi

Goleta, CA

2011 Chevrolet Traverse 1LT

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

2011 Chevrolet Traverse 1LT

Goleta, CA

UnscoredInsufficient · 0
$6,900150,600 mi

Goleta, CA

2004 Toyota Highlander Base

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

2004 Toyota Highlander Base

Goleta, CA

UnscoredInsufficient · 3
$6,900175,728 mi

Comparison: 3 similar vehicles

Goleta, CA

2011 Jeep Patriot Sport

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

2011 Jeep Patriot Sport

Oxnard, CA

UnscoredInsufficient · 3
$6,950123,684 mi

Comparison: 3 similar vehicles

Oxnard, CA

2005 Ford Escape XLT

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

2005 Ford Escape XLT

Oxnard, CA

UnscoredInsufficient · 3
$6,950120,315 mi

Comparison: 3 similar vehicles

Oxnard, CA

2005 Chevrolet Equinox LT

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

2005 Chevrolet Equinox LT

Oxnard, CA

UnscoredInsufficient · 0
$6,950163,116 mi

Oxnard, CA

2015 Chevrolet Equinox LS

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

2015 Chevrolet Equinox LS

Santa Maria, CA

UnscoredLimited · 5
$6,995198,144 mi

Comparison: 5 similar vehicles

Santa Maria, CA

2014 BMW X3 xDrive28i

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

2014 BMW X3 xDrive28i

Santa Maria, CA

UnscoredLimited · 10
$6,995175,143 mi

Comparison: 10 similar vehicles

Santa Maria, CA

2011 Subaru Tribeca Touring

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

2011 Subaru Tribeca Touring

Santa Maria, CA

UnscoredInsufficient · 0
$6,995182,479 mi

Santa Maria, CA

2010 Honda CR-V EX-L

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

2010 Honda CR-V EX-L

Santa Maria, CA

UnscoredLimited · 7
$6,995251,200 mi

Comparison: 7 similar vehicles

Santa Maria, CA

2007 Lexus RX 350

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

2007 Lexus RX 350

Santa Maria, CA

UnscoredModerate · 25
$6,995179,982 mi

Comparison: 25 similar vehicles

Santa Maria, CA

2007 Hyundai Veracruz Limited

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

2007 Hyundai Veracruz Limited

Santa Maria, CA

UnscoredInsufficient · 0
$6,995225,307 mi

Santa Maria, CA

No Photo

2006 Chevrolet Tahoe LS

Santa Maria, CA

UnscoredInsufficient · 0
$7,069186,000 mi

Santa Maria, CA

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

Oxnard, CA

UnscoredInsufficient · 0
$7,171123,745 mi

Oxnard, CA

2015 Dodge Journey SXT

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

2015 Dodge Journey SXT

Santa Maria, CA

UnscoredLimited · 5
$7,615136,315 mi

Comparison: 5 similar vehicles

Santa Maria, CA

2013 Volvo XC90 3.2 Premier Plus

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

2013 Volvo XC90 3.2 Premier Plus

Santa Maria, CA

UnscoredInsufficient · 0
$7,913149,429 mi

Santa Maria, CA

2011 Jeep Liberty Sport

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

2011 Jeep Liberty Sport

Oxnard, CA

UnscoredInsufficient · 0
$7,950156,241 mi

Oxnard, CA

2007 Toyota RAV4 Base

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

2007 Toyota RAV4 Base

Oxnard, CA

UnscoredLimited · 6
$7,950157,084 mi

Comparison: 6 similar vehicles

Oxnard, CA

2016 Jeep Compass Sport

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

2016 Jeep Compass Sport

Oxnard, CA

UnscoredLimited · 9
$7,99591,840 mi

Comparison: 9 similar vehicles

Oxnard, CA

2016 Kia Sorento SX

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

2016 Kia Sorento SX

Santa Maria, CA

UnscoredLimited · 8
$7,995159,964 mi

Comparison: 8 similar vehicles

Santa Maria, CA

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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