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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

27,094 listings found

2007 Kia Sorento LX

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

2007 Kia Sorento LX

National City, CA

UnscoredInsufficient · 0
$3,500167,092 mi

National City, CA

2004 Toyota Highlander Limited

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

2004 Toyota Highlander Limited

National City, CA

UnscoredInsufficient · 0
$3,500189,926 mi

National City, CA

1998 Mercury Mountaineer Base

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

1998 Mercury Mountaineer Base

San Marcos, CA

UnscoredInsufficient · 0
$3,500144,000 mi

San Marcos, CA

2005 Jeep Liberty Sport

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

2005 Jeep Liberty Sport

San Diego, CA

UnscoredInsufficient · 3
$3,700172,000 mi

Comparison: 3 similar vehicles

San Diego, CA

2002 Honda CR-V LX

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

2002 Honda CR-V LX

Temecula, CA

UnscoredInsufficient · 0
$3,895220,567 mi

Temecula, CA

2006 Ford Expedition XLT

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

2006 Ford Expedition XLT

San Diego, CA

UnscoredInsufficient · 0
$3,900157,478 mi

San Diego, CA

2012 Volkswagen Tiguan S

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

2012 Volkswagen Tiguan S

San Diego, CA

UnscoredInsufficient · 3
$3,950Mileage not verified

Comparison: 3 similar vehicles

San Diego, CA

2001 Lexus RX 300

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

2001 Lexus RX 300

Oceanside, CA

UnscoredInsufficient · 0
$3,990192,496 mi

Oceanside, CA

2002 Subaru Forester S

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

2002 Subaru Forester S

San Diego, CA

UnscoredInsufficient · 0
$3,995165,591 mi

San Diego, CA

2014 Jeep Compass Sport

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

2014 Jeep Compass Sport

National City, CA

UnscoredInsufficient · 4
$3,999142,274 mi

Comparison: 4 similar vehicles

National City, CA

2005 Chevrolet Suburban LS

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

2005 Chevrolet Suburban LS

National City, CA

UnscoredInsufficient · 0
$3,999150,269 mi

National City, CA

2012 Ford Flex SE

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

2012 Ford Flex SE

San Diego, CA

UnscoredInsufficient · 0
$4,000205,760 mi

San Diego, CA

2005 Honda Pilot EX

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

2005 Honda Pilot EX

National City, CA

UnscoredLimited · 6
$4,000204,422 mi

Comparison: 6 similar vehicles

National City, CA

2012 GMC Terrain SLE-1

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

2012 GMC Terrain SLE-1

National City, CA

UnscoredInsufficient · 0
$4,117104,013 mi

National City, CA

2007 Hyundai Tucson Limited

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

2007 Hyundai Tucson Limited

Escondido, CA

UnscoredInsufficient · 0
$4,123162,994 mi

Escondido, CA

2015 Ford Escape SE

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

2015 Ford Escape SE

San Diego, CA

UnscoredInsufficient · 3
$4,150Mileage not verified

Comparison: 3 similar vehicles

San Diego, CA

2014 Nissan Rogue Select S

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

2014 Nissan Rogue Select S

El Cajon, CA

UnscoredInsufficient · 3
$4,499160,689 mi

Comparison: 3 similar vehicles

El Cajon, CA

2008 INFINITI FX 35

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

2008 INFINITI FX 35

San Diego, CA

Salvage title
$4,500163,102 mi

San Diego, CA

2008 BMW X3 3.0si

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

2008 BMW X3 3.0si

San Diego, CA

UnscoredInsufficient · 4
$4,500115,534 mi

Comparison: 4 similar vehicles

San Diego, CA

2004 Lincoln Navigator Luxury

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

2004 Lincoln Navigator Luxury

Escondido, CA

UnscoredInsufficient · 0
$4,623128,228 mi

Escondido, CA

2010 Ford Edge SEL

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

2010 Ford Edge SEL

San Diego, CA

UnscoredInsufficient · 3
$4,750173,200 mi

Comparison: 3 similar vehicles

San Diego, CA

2009 Hyundai Tucson GLS

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

2009 Hyundai Tucson GLS

San Diego, CA

UnscoredInsufficient · 0
$4,900146,600 mi

San Diego, CA

2013 Buick Encore Base

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

2013 Buick Encore Base

Lemon Grove, CA

UnscoredInsufficient · 0
$4,939133,030 mi

Lemon Grove, CA

2016 Chevrolet Trax LT

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

2016 Chevrolet Trax LT

Temecula, CA

UnscoredInsufficient · 0
$4,95098,000 mi

Temecula, CA

2014 Chevrolet Traverse LS

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

2014 Chevrolet Traverse LS

San Diego, CA

UnscoredInsufficient · 0
$4,950146,250 mi

San Diego, CA

2011 INFINITI EX 35 Journey

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

2011 INFINITI EX 35 Journey

Escondido, CA

UnscoredInsufficient · 3
$4,990178,200 mi

Comparison: 3 similar vehicles

Escondido, CA

2014 Nissan JUKE SV

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

2014 Nissan JUKE SV

San Diego, CA

UnscoredInsufficient · 0
$4,995106,505 mi

San Diego, CA

2012 Subaru Forester X Limited

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

2012 Subaru Forester X Limited

Lemon Grove, CA

UnscoredInsufficient · 0
$4,995151,000 mi

Lemon Grove, CA

2012 Hyundai Veracruz Limited

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

2012 Hyundai Veracruz Limited

San Diego, CA

UnscoredInsufficient · 0
$4,995222,444 mi

San Diego, CA

2010 Nissan Murano SL

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

2010 Nissan Murano SL

Ramona, CA

UnscoredInsufficient · 0
$4,995126,208 mi

Ramona, CA

2007 Volvo XC90 3.2

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

2007 Volvo XC90 3.2

San Diego, CA

UnscoredInsufficient · 0
$4,995132,145 mi

San Diego, CA

2002 Ford Escape XLT Choice

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

2002 Ford Escape XLT Choice

National City, CA

UnscoredInsufficient · 0
$4,995114,747 mi

National City, CA

2015 Hyundai Tucson GLS

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

2015 Hyundai Tucson GLS

National City, CA

UnscoredModerate · 20
$4,999166,101 mi

Comparison: 20 similar vehicles

National City, CA

2009 BMW X3 xDrive30i

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

2009 BMW X3 xDrive30i

San Diego, CA

UnscoredInsufficient · 0
$4,999156,730 mi

San Diego, CA

2008 Lexus RX 350

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

2008 Lexus RX 350

Temecula, CA

UnscoredLimited · 8
$4,999185,350 mi

Comparison: 8 similar vehicles

Temecula, CA

2013 Ford Edge Limited

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

2013 Ford Edge Limited

National City, CA

UnscoredLimited · 8
$5,000181,794 mi

Comparison: 8 similar vehicles

National City, CA

2012 Ford Escape XLT

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

2012 Ford Escape XLT

San Diego, CA

UnscoredInsufficient · 3
$5,000151,100 mi

Comparison: 3 similar vehicles

San Diego, CA

2006 Acura MDX Touring Package

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

2006 Acura MDX Touring Package

National City, CA

UnscoredInsufficient · 0
$5,000180,334 mi

National City, CA

2006 Lexus RX 330

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

2006 Lexus RX 330

National City, CA

UnscoredLimited · 5
$5,000179,037 mi

Comparison: 5 similar vehicles

National City, CA

2005 Toyota Sequoia SR5

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

2005 Toyota Sequoia SR5

National City, CA

UnscoredInsufficient · 0
$5,000229,765 mi

National City, CA

2004 Lexus RX 330

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

2004 Lexus RX 330

National City, CA

UnscoredInsufficient · 3
$5,000164,460 mi

Comparison: 3 similar vehicles

National City, CA

2001 Acura MDX Touring Package

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

2001 Acura MDX Touring Package

La Mesa, CA

UnscoredInsufficient · 0
$5,028151,898 mi

La Mesa, CA

2010 Audi Q5 Premium

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

2010 Audi Q5 Premium

Lemon Grove, CA

UnscoredInsufficient · 4
$5,239137,301 mi

Comparison: 4 similar vehicles

Lemon Grove, CA

2012 Volkswagen Tiguan S

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

2012 Volkswagen Tiguan S

San Diego, CA

UnscoredLimited · 8
$5,250110,310 mi

Comparison: 8 similar vehicles

San Diego, CA

2014 Volkswagen Tiguan S

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

2014 Volkswagen Tiguan S

San Diego, CA

UnscoredLimited · 6
$5,290135,913 mi

Comparison: 6 similar vehicles

San Diego, CA

2015 Dodge Journey SXT

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

2015 Dodge Journey SXT

San Diego, CA

UnscoredInsufficient · 4
$5,350163,205 mi

Comparison: 4 similar vehicles

San Diego, CA

2006 Honda Pilot EX

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

2006 Honda Pilot EX

San Diego, CA

UnscoredInsufficient · 0
$5,403195,881 mi

San Diego, CA

2016 Nissan Rogue S

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

2016 Nissan Rogue S

San Diego, CA

UnscoredLimited · 6
$5,495185,970 mi

Comparison: 6 similar vehicles

San Diego, CA

2010 Ford Escape Limited

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

2010 Ford Escape Limited

San Diego, CA

UnscoredLimited · 5
$5,495139,000 mi

Comparison: 5 similar vehicles

San Diego, CA

2008 Ford Escape XLT

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

2008 Ford Escape XLT

San Diego, CA

UnscoredInsufficient · 4
$5,499127,287 mi

Comparison: 4 similar vehicles

San Diego, 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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