Skip to main content
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

1,558 listings found

1997 Ford Taurus GL

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

1997 Ford Taurus GL

Albuquerque, NM

UnscoredInsufficient · 0
$4,21284,184 mi

Albuquerque, NM

1997 Lincoln Town Car EXECUTIVE

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

1997 Lincoln Town Car EXECUTIVE

Albuquerque, NM

UnscoredInsufficient · 0
$4,91292,687 mi

Albuquerque, NM

2005 Ford Focus ZX4 S

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

2005 Ford Focus ZX4 S

Santa Fe, NM

UnscoredInsufficient · 0
$4,950119,720 mi

Santa Fe, NM

2004 Buick LeSabre Custom

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

2004 Buick LeSabre Custom

Rio Rancho, NM

UnscoredInsufficient · 0
$4,995106,763 mi

Rio Rancho, NM

2006 Chevrolet Malibu LT

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

2006 Chevrolet Malibu LT

Albuquerque, NM

UnscoredLimited · 5
$5,650188,801 mi

Comparison: 5 similar vehicles

Albuquerque, NM

2013 Chevrolet Malibu 1SA

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

2013 Chevrolet Malibu 1SA

Albuquerque, NM

UnscoredInsufficient · 0
$5,847169,645 mi

Albuquerque, NM

2013 Mazda MAZDA3 i SV

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

2013 Mazda MAZDA3 i SV

Albuquerque, NM

UnscoredInsufficient · 0
$5,999130,204 mi

Albuquerque, NM

1998 Lincoln Town Car SIGNATURE

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

1998 Lincoln Town Car SIGNATURE

Albuquerque, NM

UnscoredInsufficient · 0
$5,999115,651 mi

Albuquerque, NM

2009 Nissan Sentra S

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

2009 Nissan Sentra S

Albuquerque, NM

UnscoredInsufficient · 0
$6,207114,231 mi

Albuquerque, NM

1999 INFINITI I30 TOURING

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

1999 INFINITI I30 TOURING

Albuquerque, NM

UnscoredInsufficient · 0
$6,298120,275 mi

Albuquerque, NM

2001 Nissan Maxima GXE

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

2001 Nissan Maxima GXE

Santa Fe, NM

UnscoredInsufficient · 0
$6,49591,683 mi

Santa Fe, NM

2014 Volkswagen Passat S

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

2014 Volkswagen Passat S

Santa Fe, NM

UnscoredInsufficient · 0
$6,497150,849 mi

Santa Fe, NM

2011 Nissan Sentra S

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

2011 Nissan Sentra S

Albuquerque, NM

UnscoredInsufficient · 0
$6,712124,905 mi

Albuquerque, NM

2013 Mazda MAZDA3 i Sport

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

2013 Mazda MAZDA3 i Sport

Rio Rancho, NM

UnscoredInsufficient · 0
$6,995138,102 mi

Rio Rancho, NM

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Albuquerque, NM

UnscoredInsufficient · 0
$7,125183,368 mi

Albuquerque, NM

2008 Hyundai Sonata GLS

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

2008 Hyundai Sonata GLS

Albuquerque, NM

UnscoredInsufficient · 0
$7,125167,648 mi

Albuquerque, NM

2004 Honda Accord EX

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

2004 Honda Accord EX

Albuquerque, NM

UnscoredInsufficient · 0
$7,125196,584 mi

Albuquerque, NM

2017 Mitsubishi Lancer ES

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

2017 Mitsubishi Lancer ES

Albuquerque, NM

UnscoredInsufficient · 0
$7,298133,034 mi

Albuquerque, NM

2006 Buick LaCrosse CXL

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

2006 Buick LaCrosse CXL

Albuquerque, NM

UnscoredInsufficient · 0
$7,298104,932 mi

Albuquerque, NM

2015 Hyundai Sonata Limited

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

2015 Hyundai Sonata Limited

Santa Fe, NM

UnscoredInsufficient · 0
$7,340103,686 mi

Santa Fe, NM

2010 Cadillac CTS Luxury Collection

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

2010 Cadillac CTS Luxury Collection

Albuquerque, NM

UnscoredInsufficient · 0
$7,384105,426 mi

Albuquerque, NM

2008 Ford Taurus SEL

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

2008 Ford Taurus SEL

Albuquerque, NM

UnscoredInsufficient · 0
$7,825172,083 mi

Albuquerque, NM

2007 Mercury Milan Premier

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

2007 Mercury Milan Premier

Albuquerque, NM

UnscoredInsufficient · 0
$7,825160,176 mi

Albuquerque, NM

2016 Dodge Dart SXT

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

2016 Dodge Dart SXT

Santa Fe, NM

UnscoredInsufficient · 3
$7,99585,668 mi

Comparison: 3 similar vehicles

Santa Fe, NM

2015 Buick Verano 1SD

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

2015 Buick Verano 1SD

Santa Fe, NM

UnscoredInsufficient · 4
$7,995146,224 mi

Comparison: 4 similar vehicles

Santa Fe, NM

2014 Volkswagen Jetta S

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

2014 Volkswagen Jetta S

Santa Fe, NM

UnscoredInsufficient · 0
$7,995103,399 mi

Santa Fe, NM

2012 Chevrolet Cruze ECO

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

2012 Chevrolet Cruze ECO

Rio Rancho, NM

UnscoredInsufficient · 0
$7,99596,988 mi

Rio Rancho, NM

2010 Chevrolet Malibu Fleet

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

2010 Chevrolet Malibu Fleet

Algodones, NM

UnscoredInsufficient · 0
$7,995108,079 mi

Algodones, NM

2014 Volkswagen Passat Wolfsbug Edition

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

2014 Volkswagen Passat Wolfsbug Edition

Albuquerque, NM

UnscoredInsufficient · 0
$8,002117,149 mi

Albuquerque, NM

2009 Volvo S60 2.5T

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

2009 Volvo S60 2.5T

Albuquerque, NM

UnscoredInsufficient · 0
$8,025118,570 mi

Albuquerque, NM

2015 Kia Optima EX

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

2015 Kia Optima EX

Albuquerque, NM

UnscoredInsufficient · 3
$8,121153,355 mi

Comparison: 3 similar vehicles

Albuquerque, NM

2010 Ford Fusion SEL

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

2010 Ford Fusion SEL

Albuquerque, NM

UnscoredInsufficient · 0
$8,125168,839 mi

Albuquerque, NM

2008 Chevrolet Impala LT

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

2008 Chevrolet Impala LT

Albuquerque, NM

UnscoredInsufficient · 0
$8,125109,691 mi

Albuquerque, NM

2011 Chevrolet Impala 1FL

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

2011 Chevrolet Impala 1FL

Albuquerque, NM

UnscoredInsufficient · 0
$8,207128,372 mi

Albuquerque, NM

2007 Honda Civic HYBRID

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

2007 Honda Civic HYBRID

Albuquerque, NM

UnscoredInsufficient · 0
$8,20792,020 mi

Albuquerque, NM

2012 Ford Fusion SEL

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

2012 Ford Fusion SEL

Albuquerque, NM

UnscoredInsufficient · 0
$8,384120,341 mi

Albuquerque, NM

2016 Chevrolet Malibu 1LT

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

2016 Chevrolet Malibu 1LT

Santa Fe, NM

UnscoredLimited · 9
$8,500158,000 mi

Comparison: 9 similar vehicles

Santa Fe, NM

2014 Hyundai Elantra SE

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

2014 Hyundai Elantra SE

Santa Fe, NM

UnscoredInsufficient · 0
$8,51839,327 mi

Santa Fe, NM

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

Albuquerque, NM

UnscoredInsufficient · 0
$8,80067,100 mi

Albuquerque, NM

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Albuquerque, NM

UnscoredInsufficient · 3
$8,825152,585 mi

Comparison: 3 similar vehicles

Albuquerque, NM

No Photo

2013 Nissan Sentra SR

Albuquerque, NM

UnscoredInsufficient · 0
$8,84797,918 mi

Albuquerque, NM

2013 Subaru Legacy I Limited

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

2013 Subaru Legacy I Limited

Albuquerque, NM

UnscoredInsufficient · 0
$8,900140,215 mi

Albuquerque, NM

2000 Honda Accord LX

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

2000 Honda Accord LX

Rio Rancho, NM

UnscoredInsufficient · 0
$8,95080,749 mi

Rio Rancho, NM

2014 Cadillac ATS Standard

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

2014 Cadillac ATS Standard

Albuquerque, NM

UnscoredInsufficient · 0
$8,995125,020 mi

Albuquerque, NM

2012 Volkswagen Jetta S

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

2012 Volkswagen Jetta S

Albuquerque, NM

UnscoredInsufficient · 0
$8,99591,568 mi

Albuquerque, NM

2010 Mazda MAZDA6 s Touring

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

2010 Mazda MAZDA6 s Touring

Albuquerque, NM

UnscoredInsufficient · 0
$9,20787,764 mi

Albuquerque, NM

2010 Honda Civic LX

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

2010 Honda Civic LX

Albuquerque, NM

UnscoredInsufficient · 0
$9,207130,423 mi

Albuquerque, NM

2016 Ford Fusion S

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

2016 Ford Fusion S

Albuquerque, NM

UnscoredInsufficient · 0
$9,307135,090 mi

Albuquerque, NM

2013 Lexus IS 250

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

2013 Lexus IS 250

Albuquerque, NM

UnscoredInsufficient · 0
$9,350175,706 mi

Albuquerque, NM

2014 Buick LaCrosse Premium 2

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

2014 Buick LaCrosse Premium 2

Rio Rancho, NM

UnscoredInsufficient · 0
$9,471148,160 mi

Rio Rancho, 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

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.