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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 · November 6, 2026

7.1M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

1,407 listings found

2009 Chrysler PT Cruiser Base

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

2009 Chrysler PT Cruiser Base

Trenton, NJ

Unscored
$1,994158,289 mi

Comparison: 7 similar vehicles

Trenton, NJ

2004 Volvo S80 2.5T A

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

2004 Volvo S80 2.5T A

Trenton, NJ

UnscoredInsufficient · 0
$2,100204,322 mi

Trenton, NJ

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Trenton, NJ

Unscored
$2,400175,060 mi

Comparison: 9 similar vehicles

Trenton, NJ

2010 Chevrolet Malibu 1LT

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

2010 Chevrolet Malibu 1LT

Trenton, NJ

UnscoredInsufficient · 4
$2,499176,774 mi

Comparison: 4 similar vehicles

Trenton, NJ

2009 Ford Escape XLT

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

2009 Ford Escape XLT

Trenton, NJ

Unscored
$2,499196,372 mi

Comparison: 11 similar vehicles

Trenton, NJ

2007 Nissan Murano S

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

2007 Nissan Murano S

Trenton, NJ

UnscoredInsufficient · 0
$2,800139,545 mi

Trenton, NJ

2006 Jeep Commander Base

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

2006 Jeep Commander Base

Trenton, NJ

Unscored
$2,994185,817 mi

Comparison: 5 similar vehicles

Trenton, NJ

2014 Dodge Journey SXT

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

2014 Dodge Journey SXT

Trenton, NJ

Unscored
$2,999212,134 mi

Comparison: 6 similar vehicles

Trenton, NJ

2009 Subaru Forester 2.5X Limited

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

2009 Subaru Forester 2.5X Limited

Trenton, NJ

Unscored
$2,999179,046 mi

Comparison: 11 similar vehicles

Trenton, NJ

2008 Toyota Corolla LE

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

2008 Toyota Corolla LE

Trenton, NJ

Unscored
$3,000157,157 mi

Comparison: 7 similar vehicles

Trenton, NJ

2012 Honda Civic LX

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

2012 Honda Civic LX

Trenton, NJ

Unscored
$3,195260,730 mi

Comparison: 49 similar vehicles

Trenton, NJ

2009 Kia Sedona EX

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

2009 Kia Sedona EX

Trenton, NJ

UnscoredInsufficient · 0
$3,394219,049 mi

Trenton, NJ

2014 Ford Focus SE

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

2014 Ford Focus SE

Trenton, NJ

Unscored
$3,499141,315 mi

Comparison: 31 similar vehicles

Trenton, NJ

2012 Mazda CX-9 Sport

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

2012 Mazda CX-9 Sport

Trenton, NJ

Unscored
$3,499224,176 mi

Comparison: 5 similar vehicles

Trenton, NJ

2007 Chevrolet Malibu LT

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

2007 Chevrolet Malibu LT

Trenton, NJ

UnscoredInsufficient · 3
$3,499135,133 mi

Comparison: 3 similar vehicles

Trenton, NJ

2013 Nissan Sentra SR

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

2013 Nissan Sentra SR

Trenton, NJ

UnscoredInsufficient · 3
$3,500176,980 mi

Comparison: 3 similar vehicles

Trenton, NJ

2005 Toyota Highlander Base

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

2005 Toyota Highlander Base

Trenton, NJ

Unscored
$3,894224,497 mi

Comparison: 8 similar vehicles

Trenton, NJ

2012 GMC Acadia SL

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

2012 GMC Acadia SL

Trenton, NJ

Unscored
$3,999195,177 mi

Comparison: 7 similar vehicles

Trenton, NJ

2012 Chevrolet Equinox 2LT

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

2012 Chevrolet Equinox 2LT

Trenton, NJ

UnscoredInsufficient · 4
$3,999131,793 mi

Comparison: 4 similar vehicles

Trenton, NJ

2007 Ford Fusion SE

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

2007 Ford Fusion SE

Trenton, NJ

UnscoredInsufficient · 4
$3,99988,305 mi

Comparison: 4 similar vehicles

Trenton, NJ

2006 Honda CR-V SE

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

2006 Honda CR-V SE

Trenton, NJ

Unscored
$3,999270,204 mi

Comparison: 7 similar vehicles

Trenton, NJ

2013 Jeep Compass Sport

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

2013 Jeep Compass Sport

Trenton, NJ

Unscored
$4,094178,972 mi

Comparison: 7 similar vehicles

Trenton, NJ

2008 Ford F-150 XL

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

2008 Ford F-150 XL

Trenton, NJ

Unscored
$4,399278,351 mi

Comparison: 6 similar vehicles

Trenton, NJ

2016 GMC Terrain SLE-2

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

2016 GMC Terrain SLE-2

Trenton, NJ

Unscored
$4,499154,422 mi

Comparison: 10 similar vehicles

Trenton, NJ

2015 Nissan Versa Sedan S Plus

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

2015 Nissan Versa Sedan S Plus

Trenton, NJ

UnscoredInsufficient · 4
$4,499102,125 mi

Comparison: 4 similar vehicles

Trenton, NJ

2014 Ford Escape SE

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

2014 Ford Escape SE

Trenton, NJ

Unscored
$4,499205,857 mi

Comparison: 34 similar vehicles

Trenton, NJ

2013 Volvo S60 T5

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

2013 Volvo S60 T5

Trenton, NJ

Unscored
$4,499159,503 mi

Comparison: 15 similar vehicles

Trenton, NJ

1987 Cadillac Allante

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

1987 Cadillac Allante

Trenton, NJ

UnscoredInsufficient · 0
$4,500184,178 mi

Trenton, NJ

2013 Buick Verano 1SD

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

2013 Buick Verano 1SD

Trenton, NJ

Great DealLimited · 11
$4,894104,495 mi

Market: $6,630 – $6,939

Comparison: 11 similar vehicles

Competitively priced ~26% below the typical range compared to similar vehicles · 213 days listed (based on current market benchmarks)

Trenton, NJ

2012 Chevrolet Suburban LT

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

2012 Chevrolet Suburban LT

Trenton, NJ

Unscored
$4,894252,123 mi

Comparison: 11 similar vehicles

Trenton, NJ

2014 Volkswagen Jetta S

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

2014 Volkswagen Jetta S

Trenton, NJ

Unscored
$4,995135,141 mi

Comparison: 12 similar vehicles

Trenton, NJ

2012 Chrysler 200 Limited

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

2012 Chrysler 200 Limited

Trenton, NJ

Unscored
$4,995131,425 mi

Comparison: 9 similar vehicles

Trenton, NJ

2012 Volkswagen Jetta SE

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

2012 Volkswagen Jetta SE

Trenton, NJ

Unscored
$4,999182,655 mi

Comparison: 10 similar vehicles

Trenton, NJ

2011 Subaru Legacy 2.5i

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

2011 Subaru Legacy 2.5i

Trenton, NJ

UnscoredInsufficient · 4
$4,999167,419 mi

Comparison: 4 similar vehicles

Trenton, NJ

2010 GMC Savana Cargo

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

2010 GMC Savana Cargo

Trenton, NJ

UnscoredInsufficient · 0
$4,999220,918 mi

Trenton, NJ

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

Trenton, NJ

Unscored
$4,999144,500 mi

Comparison: 10 similar vehicles

Trenton, NJ

2009 Honda Pilot EX-L

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

2009 Honda Pilot EX-L

Trenton, NJ

Unscored
$4,999178,547 mi

Comparison: 8 similar vehicles

Trenton, NJ

2007 GMC Sierra 1500 SLE1

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

2007 GMC Sierra 1500 SLE1

Trenton, NJ

UnscoredInsufficient · 4
$4,999Mileage not verified

Comparison: 4 similar vehicles

Trenton, NJ

2007 Honda CR-V EX

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

2007 Honda CR-V EX

Trenton, NJ

Unscored
$4,999199,725 mi

Comparison: 34 similar vehicles

Trenton, NJ

2006 Ford Econoline Van Commercial

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

2006 Ford Econoline Van Commercial

Trenton, NJ

Unscored
$4,999200,094 mi

Comparison: 5 similar vehicles

Trenton, NJ

2004 Saturn VUE Base

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

2004 Saturn VUE Base

Trenton, NJ

UnscoredInsufficient · 0
$4,999176,787 mi

Trenton, NJ

2010 Toyota Camry LE

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

2010 Toyota Camry LE

Trenton, NJ

Unscored
$5,000120,239 mi

Comparison: 14 similar vehicles

Trenton, NJ

2015 Jeep Patriot Latitude

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

2015 Jeep Patriot Latitude

Trenton, NJ

Unscored
$5,094164,371 mi

Comparison: 14 similar vehicles

Trenton, NJ

2006 Nissan Xterra S

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

2006 Nissan Xterra S

Trenton, NJ

Unscored
$5,299194,801 mi

Comparison: 6 similar vehicles

Trenton, NJ

2005 MINI Cooper Base

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

2005 MINI Cooper Base

Trenton, NJ

Fair PriceLimited · 15
$5,299113,068 mi

Market: $2,500 – $7,789

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 162 days listed (based on current market benchmarks)

Trenton, NJ

2016 Buick Encore Leather

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

2016 Buick Encore Leather

Trenton, NJ

Unscored
$5,303Mileage not verified

Comparison: 24 similar vehicles

Trenton, NJ

2006 Ford Mustang GT Deluxe

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

2006 Ford Mustang GT Deluxe

Trenton, NJ

Unscored
$5,394205,473 mi

Comparison: 7 similar vehicles

Trenton, NJ

2017 Nissan Altima SV

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

2017 Nissan Altima SV

Trenton, NJ

Unscored
$5,495122,000 mi

Comparison: 40 similar vehicles

Trenton, NJ

2014 Hyundai Sonata GLS

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

2014 Hyundai Sonata GLS

Trenton, NJ

Unscored
$5,495128,500 mi

Comparison: 19 similar vehicles

Trenton, NJ

2012 Nissan Versa SL

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

2012 Nissan Versa SL

Trenton, NJ

Unscored
$5,495Mileage not verified

Comparison: 5 similar vehicles

Trenton, NJ

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 recently 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.
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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