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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

6,494 listings found

2002 Saturn VUE Base

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

2002 Saturn VUE Base

Albuquerque, NM

UnscoredInsufficient · 0
$3,10089,640 mi

Albuquerque, NM

2012 Ford Expedition XLT

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

2012 Ford Expedition XLT

Rio Rancho, NM

UnscoredInsufficient · 0
$3,967196,496 mi

Rio Rancho, NM

2014 Jeep Patriot Sport

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

2014 Jeep Patriot Sport

Albuquerque, NM

Salvage title
$4,912146,882 mi

Albuquerque, NM

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

Albuquerque, NM

UnscoredInsufficient · 0
$4,912204,928 mi

Albuquerque, NM

2000 Jeep Cherokee SPORT

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

2000 Jeep Cherokee SPORT

Albuquerque, NM

UnscoredInsufficient · 0
$5,900201,580 mi

Albuquerque, NM

2016 Jeep Cherokee Trailhawk

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

2016 Jeep Cherokee Trailhawk

Rio Rancho, NM

UnscoredInsufficient · 0
$5,967140,125 mi

Rio Rancho, NM

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Albuquerque, NM

UnscoredLimited · 8
$5,995195,584 mi

Comparison: 8 similar vehicles

Albuquerque, NM

2005 Nissan Murano SL

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

2005 Nissan Murano SL

Moriarty, NM

UnscoredInsufficient · 0
$5,99589,082 mi

Moriarty, NM

2013 Nissan Murano SV

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

2013 Nissan Murano SV

Santa Fe, NM

UnscoredInsufficient · 0
$5,99998,913 mi

Santa Fe, NM

2016 Kia Sportage LX

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

2016 Kia Sportage LX

Albuquerque, NM

UnscoredInsufficient · 3
$6,298161,755 mi

Comparison: 3 similar vehicles

Albuquerque, NM

2015 Chevrolet Captiva Sport LTZ

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

2015 Chevrolet Captiva Sport LTZ

Albuquerque, NM

UnscoredInsufficient · 0
$6,349137,000 mi

Albuquerque, NM

2011 Chevrolet Equinox LS

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

2011 Chevrolet Equinox LS

Santa Fe, NM

UnscoredInsufficient · 0
$6,950110,310 mi

Santa Fe, NM

2010 Buick Enclave CXL-2

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

2010 Buick Enclave CXL-2

Albuquerque, NM

UnscoredInsufficient · 0
$7,125203,032 mi

Albuquerque, NM

2013 Buick Encore Leather

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

2013 Buick Encore Leather

Santa Fe, NM

UnscoredInsufficient · 0
$7,26380,375 mi

Santa Fe, NM

2014 Kia Sportage LX

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

2014 Kia Sportage LX

Albuquerque, NM

UnscoredInsufficient · 0
$7,412157,896 mi

Albuquerque, NM

2016 Jeep Grand Cherokee Laredo E

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

2016 Jeep Grand Cherokee Laredo E

Albuquerque, NM

UnscoredInsufficient · 0
$7,847155,100 mi

Albuquerque, NM

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Albuquerque, NM

UnscoredInsufficient · 0
$7,900121,117 mi

Albuquerque, NM

2015 GMC Acadia Denali

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

2015 GMC Acadia Denali

Albuquerque, NM

UnscoredInsufficient · 0
$7,912183,523 mi

Albuquerque, NM

2016 GMC Acadia SLT-1

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

2016 GMC Acadia SLT-1

Albuquerque, NM

UnscoredInsufficient · 0
$7,950149,293 mi

Albuquerque, NM

2012 Ford Edge SEL

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

2012 Ford Edge SEL

Santa Fe, NM

UnscoredInsufficient · 0
$7,995157,621 mi

Santa Fe, NM

2007 Toyota RAV4 Limited

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

2007 Toyota RAV4 Limited

Santa Fe, NM

UnscoredInsufficient · 0
$7,995Mileage not verified

Santa Fe, NM

2006 Toyota RAV4 Base

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

2006 Toyota RAV4 Base

Albuquerque, NM

UnscoredInsufficient · 0
$7,995197,012 mi

Albuquerque, NM

2016 Jeep Compass Latitude

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

2016 Jeep Compass Latitude

Albuquerque, NM

UnscoredInsufficient · 0
$7,999141,270 mi

Albuquerque, NM

2007 Jeep Liberty Sport

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

2007 Jeep Liberty Sport

Albuquerque, NM

UnscoredInsufficient · 0
$8,02597,860 mi

Albuquerque, NM

2016 Jeep Patriot Sport

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

2016 Jeep Patriot Sport

Albuquerque, NM

UnscoredInsufficient · 3
$8,207133,885 mi

Comparison: 3 similar vehicles

Albuquerque, NM

2005 Subaru Forester XS

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

2005 Subaru Forester XS

Albuquerque, NM

UnscoredInsufficient · 0
$8,29893,784 mi

Albuquerque, NM

1999 INFINITI QX3 Base

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

1999 INFINITI QX3 Base

Albuquerque, NM

UnscoredInsufficient · 0
$8,298167,236 mi

Albuquerque, NM

2005 Jeep Grand Cherokee Limited

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

2005 Jeep Grand Cherokee Limited

Albuquerque, NM

UnscoredInsufficient · 0
$8,450106,496 mi

Albuquerque, NM

2011 Hyundai Tucson Limited

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

2011 Hyundai Tucson Limited

Albuquerque, NM

UnscoredInsufficient · 0
$8,70090,914 mi

Albuquerque, NM

2017 Nissan Pathfinder SV

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

2017 Nissan Pathfinder SV

Albuquerque, NM

UnscoredInsufficient · 0
$8,900140,449 mi

Albuquerque, NM

2011 Jeep Wrangler Sport

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

2011 Jeep Wrangler Sport

Albuquerque, NM

UnscoredInsufficient · 0
$8,900181,627 mi

Albuquerque, NM

2013 Buick Encore Convenience

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

2013 Buick Encore Convenience

Albuquerque, NM

UnscoredInsufficient · 0
$8,912116,505 mi

Albuquerque, NM

2016 Jeep Cherokee Sport

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

2016 Jeep Cherokee Sport

Santa Fe, NM

UnscoredInsufficient · 0
$8,947135,921 mi

Santa Fe, NM

2012 Volkswagen Tiguan S

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

2012 Volkswagen Tiguan S

Albuquerque, NM

UnscoredInsufficient · 0
$8,95051,750 mi

Albuquerque, NM

2010 Chevrolet Equinox 1LT

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

2010 Chevrolet Equinox 1LT

Santa Fe, NM

UnscoredInsufficient · 0
$8,950149,793 mi

Santa Fe, NM

2013 Nissan Murano SV

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

2013 Nissan Murano SV

Albuquerque, NM

UnscoredInsufficient · 0
$8,99583,061 mi

Albuquerque, NM

2002 Lexus RX 300

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

2002 Lexus RX 300

Albuquerque, NM

UnscoredInsufficient · 0
$8,995105,645 mi

Albuquerque, NM

2017 Chevrolet Traverse LS

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

2017 Chevrolet Traverse LS

Albuquerque, NM

UnscoredInsufficient · 0
$8,999160,455 mi

Albuquerque, NM

2016 Acura MDX Technology Package

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

2016 Acura MDX Technology Package

Santa Fe, NM

UnscoredInsufficient · 3
$9,000233,434 mi

Comparison: 3 similar vehicles

Santa Fe, NM

2012 Nissan Murano S

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

2012 Nissan Murano S

Albuquerque, NM

UnscoredInsufficient · 0
$9,125176,612 mi

Albuquerque, NM

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

Albuquerque, NM

UnscoredInsufficient · 3
$9,207111,484 mi

Comparison: 3 similar vehicles

Albuquerque, NM

2011 Cadillac SRX Performance Collection

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

2011 Cadillac SRX Performance Collection

Santa Fe, NM

UnscoredInsufficient · 0
$9,388119,427 mi

Santa Fe, NM

2012 Ford Expedition XLT

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

2012 Ford Expedition XLT

Albuquerque, NM

UnscoredInsufficient · 0
$9,412202,741 mi

Albuquerque, NM

2016 Ford Escape SE

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

2016 Ford Escape SE

Santa Fe, NM

UnscoredInsufficient · 0
$9,49578,112 mi

Santa Fe, NM

2015 Dodge Journey CrossRoad

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

2015 Dodge Journey CrossRoad

Albuquerque, NM

UnscoredInsufficient · 0
$9,50079,734 mi

Albuquerque, NM

2015 Subaru Forester i Premium

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

2015 Subaru Forester i Premium

Albuquerque, NM

UnscoredInsufficient · 4
$9,500142,226 mi

Comparison: 4 similar vehicles

Albuquerque, NM

2009 Toyota Venza Base

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

2009 Toyota Venza Base

Albuquerque, NM

UnscoredInsufficient · 0
$9,500160,104 mi

Albuquerque, NM

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Albuquerque, NM

UnscoredLimited · 6
$9,777141,869 mi

Comparison: 6 similar vehicles

Albuquerque, NM

2017 Hyundai Tucson SE

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

2017 Hyundai Tucson SE

Santa Fe, NM

UnscoredInsufficient · 0
$9,788157,954 mi

Santa Fe, NM

2001 Subaru Forester L 4 AT

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

2001 Subaru Forester L 4 AT

Santa Fe, NM

UnscoredInsufficient · 0
$9,850Mileage not verified

Santa Fe, NM

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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