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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

1,277 listings found

2011 Honda Accord LX-P

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

2011 Honda Accord LX-P

Linden, NJ

Unscored
$2,499330,000 mi

Comparison: 5 similar vehicles

Linden, NJ

2010 Nissan Rogue S

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

2010 Nissan Rogue S

Linden, NJ

Unscored
$2,499150,000 mi

Comparison: 6 similar vehicles

Linden, NJ

2009 Volkswagen Tiguan S

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

2009 Volkswagen Tiguan S

Linden, NJ

UnscoredInsufficient · 4
$2,499140,000 mi

Comparison: 4 similar vehicles

Linden, NJ

2013 Kia Soul Base

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

2013 Kia Soul Base

Linden, NJ

Unscored
$2,999165,000 mi

Comparison: 10 similar vehicles

Linden, NJ

2011 Mazda CX-7 i Sport

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

2011 Mazda CX-7 i Sport

Linden, NJ

Unscored
$2,999170,000 mi

Comparison: 9 similar vehicles

Linden, NJ

2005 Toyota Corolla S

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

2005 Toyota Corolla S

Linden, NJ

UnscoredInsufficient · 4
$3,000205,690 mi

Comparison: 4 similar vehicles

Linden, NJ

2011 Ford Fusion SE

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

2011 Ford Fusion SE

Linden, NJ

UnscoredInsufficient · 4
$3,445161,387 mi

Comparison: 4 similar vehicles

Linden, NJ

2011 Chevrolet Equinox 1LT

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

2011 Chevrolet Equinox 1LT

Linden, NJ

Unscored
$3,499140,000 mi

Comparison: 8 similar vehicles

Linden, NJ

2017 Hyundai Sonata SE

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

2017 Hyundai Sonata SE

Linden, NJ

Unscored
$3,599238,120 mi

Comparison: 6 similar vehicles

Linden, NJ

2006 Honda Civic EX

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

2006 Honda Civic EX

Linden, NJ

Unscored
$3,694171,099 mi

Comparison: 10 similar vehicles

Linden, NJ

2010 Honda Accord LX-P

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

2010 Honda Accord LX-P

Linden, NJ

Unscored
$3,799237,093 mi

Comparison: 7 similar vehicles

Linden, NJ

2006 Honda Civic LX

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

2006 Honda Civic LX

Linden, NJ

Unscored
$3,799260,121 mi

Comparison: 11 similar vehicles

Linden, NJ

2012 Nissan Rogue S

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

2012 Nissan Rogue S

Linden, NJ

Unscored
$3,885129,089 mi

Comparison: 17 similar vehicles

Linden, NJ

2016 Hyundai Accent SE

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

2016 Hyundai Accent SE

Linden, NJ

Unscored
$3,995155,505 mi

Comparison: 6 similar vehicles

Linden, NJ

2013 Ford Focus SE

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

2013 Ford Focus SE

Linden, NJ

Fair PriceLimited · 13
$3,995113,864 mi

Market: $2,400 – $7,964

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Linden, NJ

2010 Nissan Sentra

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

2010 Nissan Sentra

Linden, NJ

UnscoredInsufficient · 0
$3,995128,111 mi

Linden, NJ

2008 Chevrolet Tahoe LS

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

2008 Chevrolet Tahoe LS

Linden, NJ

UnscoredInsufficient · 4
$3,995176,705 mi

Comparison: 4 similar vehicles

Linden, NJ

2002 Toyota Camry LE

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

2002 Toyota Camry LE

Linden, NJ

Unscored
$3,995144,557 mi

Comparison: 19 similar vehicles

Linden, NJ

2018 Kia FORTE LX

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

2018 Kia FORTE LX

Linden, NJ

Unscored
$3,999180,000 mi

Comparison: 14 similar vehicles

Linden, NJ

2014 Honda Accord Sport

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

2014 Honda Accord Sport

Linden, NJ

Unscored
$3,999200,000 mi

Comparison: 29 similar vehicles

Linden, NJ

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Linden, NJ

Fair PriceModerate · 23
$3,999119,611 mi

Market: $2,000 – $7,995

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Linden, NJ

2013 Nissan Murano S

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

2013 Nissan Murano S

Linden, NJ

UnscoredInsufficient · 3
$3,999150,000 mi

Comparison: 3 similar vehicles

Linden, NJ

2012 Nissan Altima S

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

2012 Nissan Altima S

Linden, NJ

Unscored
$3,999170,175 mi

Comparison: 29 similar vehicles

Linden, NJ

2012 Nissan Sentra SR

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

2012 Nissan Sentra SR

Linden, NJ

Unscored
$3,999180,588 mi

Comparison: 13 similar vehicles

Linden, NJ

2012 Ford Transit Connect XLT

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

2012 Ford Transit Connect XLT

Linden, NJ

Unscored
$3,999125,000 mi

Comparison: 6 similar vehicles

Linden, NJ

2011 Chevrolet Impala LT

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

2011 Chevrolet Impala LT

Linden, NJ

UnscoredInsufficient · 3
$3,999165,295 mi

Comparison: 3 similar vehicles

Linden, NJ

2010 Kia Forte SX

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

2010 Kia Forte SX

Linden, NJ

UnscoredInsufficient · 3
$3,999156,322 mi

Comparison: 3 similar vehicles

Linden, NJ

2009 Jeep Grand Cherokee Laredo

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

2009 Jeep Grand Cherokee Laredo

Linden, NJ

Unscored
$3,999182,892 mi

Comparison: 10 similar vehicles

Linden, NJ

2009 Nissan Altima S

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

2009 Nissan Altima S

Linden, NJ

Unscored
$3,999139,303 mi

Comparison: 12 similar vehicles

Linden, NJ

2007 Ford Expedition Limited

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

2007 Ford Expedition Limited

Linden, NJ

UnscoredInsufficient · 0
$3,999152,329 mi

Linden, NJ

2005 Buick LaCrosse CX

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

2005 Buick LaCrosse CX

Linden, NJ

UnscoredInsufficient · 0
$3,999104,449 mi

Linden, NJ

2006 Honda Accord SE

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

2006 Honda Accord SE

Linden, NJ

Unscored
$4,199188,199 mi

Comparison: 7 similar vehicles

Linden, NJ

2007 Cadillac CTS 2.8

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

2007 Cadillac CTS 2.8

Linden, NJ

UnscoredInsufficient · 0
$4,39591,611 mi

Linden, NJ

2007 Chrysler PT Cruiser Base

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

2007 Chrysler PT Cruiser Base

Linden, NJ

UnscoredInsufficient · 0
$4,39941,740 mi

Linden, NJ

2006 Mercedes-Benz E-Class E350

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

2006 Mercedes-Benz E-Class E350

Linden, NJ

Unscored
$4,485114,286 mi

Comparison: 7 similar vehicles

Linden, NJ

2012 Nissan Altima S

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

2012 Nissan Altima S

Linden, NJ

Unscored
$4,495146,341 mi

Comparison: 29 similar vehicles

Linden, NJ

2005 Lexus ES 330

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

2005 Lexus ES 330

Linden, NJ

UnscoredInsufficient · 4
$4,495187,821 mi

Comparison: 4 similar vehicles

Linden, NJ

2013 Chevrolet Sonic LT

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

2013 Chevrolet Sonic LT

Linden, NJ

Unscored
$4,499119,085 mi

Comparison: 7 similar vehicles

Linden, NJ

2008 Hyundai Accent GS

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

2008 Hyundai Accent GS

Linden, NJ

UnscoredInsufficient · 0
$4,49998,484 mi

Linden, NJ

2008 Mercedes-Benz E-Class E350

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

2008 Mercedes-Benz E-Class E350

Linden, NJ

Unscored
$4,595159,995 mi

Comparison: 15 similar vehicles

Linden, NJ

2009 Toyota Corolla LE

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

2009 Toyota Corolla LE

Linden, NJ

Unscored
$4,699160,300 mi

Comparison: 15 similar vehicles

Linden, NJ

2009 Acura MDX Base

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

2009 Acura MDX Base

Linden, NJ

UnscoredInsufficient · 4
$4,799204,170 mi

Comparison: 4 similar vehicles

Linden, NJ

2010 Nissan Altima S

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

2010 Nissan Altima S

Linden, NJ

Fair PriceModerate · 20
$4,995118,363 mi

Market: $1,800 – $6,995

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Linden, NJ

2010 Hyundai Santa Fe SE

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

2010 Hyundai Santa Fe SE

Linden, NJ

UnscoredInsufficient · 4
$4,995113,422 mi

Comparison: 4 similar vehicles

Linden, NJ

2009 Chevrolet Malibu 1LT

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

2009 Chevrolet Malibu 1LT

Linden, NJ

Fair PriceLimited · 12
$4,995102,994 mi

Market: $1,995 – $8,999

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Linden, NJ

2009 Toyota Camry SE

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

2009 Toyota Camry SE

Linden, NJ

Unscored
$4,995178,929 mi

Comparison: 13 similar vehicles

Linden, NJ

2008 Chevrolet Silverado 1500 1LT

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

2008 Chevrolet Silverado 1500 1LT

Linden, NJ

UnscoredInsufficient · 4
$4,995128,803 mi

Comparison: 4 similar vehicles

Linden, NJ

2008 Nissan Xterra Off Road

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

2008 Nissan Xterra Off Road

Linden, NJ

UnscoredInsufficient · 0
$4,995130,526 mi

Linden, NJ

2008 Audi A6 Base

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

2008 Audi A6 Base

Linden, NJ

Unscored
$4,995128,076 mi

Comparison: 5 similar vehicles

Linden, NJ

2006 Mercedes-Benz M-Class ML500

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

2006 Mercedes-Benz M-Class ML500

Linden, NJ

UnscoredInsufficient · 0
$4,995161,343 mi

Linden, 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 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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