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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 8, 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

78 listings found

2006 Mercedes-Benz E-Class E500 4Matic

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

2006 Mercedes-Benz E-Class E500 4Matic

North Hollywood, CA

UnscoredInsufficient · 0
$4,550133,031 mi

North Hollywood, CA

1999 Mercedes-Benz E-Class Base

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

1999 Mercedes-Benz E-Class Base

North Hollywood, CA

UnscoredInsufficient · 0
$4,700133,372 mi

North Hollywood, CA

2013 FIAT 500 Pop

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

2013 FIAT 500 Pop

North Hollywood, CA

Unscored
$5,38978,368 mi

Comparison: 6 similar vehicles

North Hollywood, CA

2008 MINI Cooper S

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

2008 MINI Cooper S

North Hollywood, CA

Unscored
$5,99895,091 mi

Comparison: 6 similar vehicles

North Hollywood, CA

2014 Nissan Versa Note SV

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

2014 Nissan Versa Note SV

North Hollywood, CA

UnscoredInsufficient · 0
$6,26550,746 mi

North Hollywood, CA

2004 Toyota Corolla CE

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

2004 Toyota Corolla CE

North Hollywood, CA

UnscoredInsufficient · 4
$6,500118,100 mi

Comparison: 4 similar vehicles

North Hollywood, CA

1994 Lexus ES

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

1994 Lexus ES

North Hollywood, CA

UnscoredInsufficient · 0
$6,700138,568 mi

North Hollywood, CA

2015 Nissan Versa Note S Plus

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

2015 Nissan Versa Note S Plus

North Hollywood, CA

UnscoredInsufficient · 4
$6,99869,377 mi

Comparison: 4 similar vehicles

North Hollywood, CA

2015 Ford Focus SE

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

2015 Ford Focus SE

North Hollywood, CA

Unscored
$7,49878,692 mi

Comparison: 7 similar vehicles

North Hollywood, CA

2005 Toyota Camry XLE

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

2005 Toyota Camry XLE

North Hollywood, CA

UnscoredInsufficient · 0
$7,50090,652 mi

North Hollywood, CA

2009 Mazda MAZDA3 s Grand Touring

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

2009 Mazda MAZDA3 s Grand Touring

North Hollywood, CA

UnscoredInsufficient · 0
$7,98992,780 mi

North Hollywood, CA

2018 Ford Escape SE

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

2018 Ford Escape SE

North Hollywood, CA

Unscored
$7,995158,349 mi

Comparison: 8 similar vehicles

North Hollywood, CA

2015 Scion xB Base

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

2015 Scion xB Base

North Hollywood, CA

Unscored
$7,995162,125 mi

Comparison: 6 similar vehicles

North Hollywood, CA

2017 Hyundai Accent SE

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

2017 Hyundai Accent SE

North Hollywood, CA

Unscored
$7,99899,773 mi

Comparison: 7 similar vehicles

North Hollywood, CA

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

North Hollywood, CA

UnscoredInsufficient · 0
$8,40055,711 mi

North Hollywood, CA

2010 Nissan Xterra X

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

2010 Nissan Xterra X

North Hollywood, CA

UnscoredInsufficient · 0
$8,495139,111 mi

North Hollywood, CA

2011 BMW 3 Series 328i

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

2011 BMW 3 Series 328i

North Hollywood, CA

Salvage title
$8,99582,256 mi

North Hollywood, CA

2010 BMW 3 Series 328i

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

2010 BMW 3 Series 328i

North Hollywood, CA

Salvage title
$8,99583,292 mi

North Hollywood, CA

2014 Mercedes-Benz C-Class C250 Sport

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

2014 Mercedes-Benz C-Class C250 Sport

North Hollywood, CA

Unscored
$8,998100,129 mi

Comparison: 9 similar vehicles

North Hollywood, CA

2007 Mazda RX-8 Sport

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

2007 Mazda RX-8 Sport

North Hollywood, CA

UnscoredInsufficient · 0
$9,24077,843 mi

North Hollywood, CA

2014 BMW X1 28i

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

2014 BMW X1 28i

North Hollywood, CA

Salvage title
$9,295119,538 mi

North Hollywood, CA

2013 BMW 3 Series 328i

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

2013 BMW 3 Series 328i

North Hollywood, CA

Salvage title
$9,495158,160 mi

North Hollywood, CA

2011 BMW 3 Series 335i

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

2011 BMW 3 Series 335i

North Hollywood, CA

Salvage title
$9,495103,416 mi

North Hollywood, CA

2013 Buick LaCrosse Premium 2

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

2013 Buick LaCrosse Premium 2

North Hollywood, CA

UnscoredInsufficient · 0
$9,498100,073 mi

North Hollywood, CA

2006 Dodge Ram 1500 Pickup SLT

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

2006 Dodge Ram 1500 Pickup SLT

North Hollywood, CA

UnscoredInsufficient · 3
$9,498116,722 mi

Comparison: 3 similar vehicles

North Hollywood, CA

2011 Jeep Grand Cherokee Overland

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

2011 Jeep Grand Cherokee Overland

North Hollywood, CA

UnscoredInsufficient · 3
$9,500142,000 mi

Comparison: 3 similar vehicles

North Hollywood, CA

2011 Acura RDX Base

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

2011 Acura RDX Base

North Hollywood, CA

Salvage title
$10,495111,359 mi

North Hollywood, CA

2017 Volkswagen Tiguan Wolfsburg Edition

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

2017 Volkswagen Tiguan Wolfsburg Edition

North Hollywood, CA

UnscoredInsufficient · 3
$10,49884,921 mi

Comparison: 3 similar vehicles

North Hollywood, CA

2007 Mercedes-Benz CLS-Class CLS550

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

2007 Mercedes-Benz CLS-Class CLS550

North Hollywood, CA

UnscoredInsufficient · 0
$10,50057,692 mi

North Hollywood, CA

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

North Hollywood, CA

Unscored
$10,99888,759 mi

Comparison: 9 similar vehicles

North Hollywood, CA

2017 Nissan NV200 S

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

2017 Nissan NV200 S

North Hollywood, CA

UnscoredInsufficient · 4
$11,24096,373 mi

Comparison: 4 similar vehicles

North Hollywood, CA

2023 Kia Soul LX

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

2023 Kia Soul LX

North Hollywood, CA

Unscored
$11,495146,225 mi

Comparison: 7 similar vehicles

North Hollywood, CA

2019 Hyundai Tucson SE

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

2019 Hyundai Tucson SE

North Hollywood, CA

Unscored
$11,99885,765 mi

Comparison: 5 similar vehicles

North Hollywood, CA

2011 Mercedes-Benz S-Class S400

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

2011 Mercedes-Benz S-Class S400

North Hollywood, CA

Salvage title
$12,50033,766 mi

North Hollywood, CA

2024 Nissan Altima S

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

2024 Nissan Altima S

North Hollywood, CA

Unscored
$12,99042,403 mi

Comparison: 5 similar vehicles

North Hollywood, CA

2013 BMW X3 xDrive28i

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

2013 BMW X3 xDrive28i

North Hollywood, CA

OverpricedLimited · 12
$12,995126,310 mi

Market: $5,999 – $11,124

Comparison: 12 similar vehicles

Priced ~17% above the typical market range for similar vehicles (based on current market benchmarks)

North Hollywood, CA

1992 Cadillac DeVille

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

1992 Cadillac DeVille

North Hollywood, CA

UnscoredInsufficient · 0
$13,90019,952 mi

North Hollywood, CA

2017 Honda Civic Touring

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

2017 Honda Civic Touring

North Hollywood, CA

UnscoredInsufficient · 3
$13,99589,806 mi

Comparison: 3 similar vehicles

North Hollywood, CA

2013 BMW X5 xDrive35i

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

2013 BMW X5 xDrive35i

North Hollywood, CA

Unscored
$13,99580,283 mi

Comparison: 7 similar vehicles

North Hollywood, CA

2019 Honda Civic LX

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

2019 Honda Civic LX

North Hollywood, CA

Fair PriceLimited · 15
$14,99593,686 mi

Market: $11,840 – $19,163

Comparison: 15 similar vehicles

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

North Hollywood, CA

2018 Honda Accord EX

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

2018 Honda Accord EX

North Hollywood, CA

Unscored
$14,995129,105 mi

Comparison: 5 similar vehicles

North Hollywood, CA

2016 BMW 3 Series 320i

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

2016 BMW 3 Series 320i

North Hollywood, CA

UnscoredInsufficient · 0
$14,99550,575 mi

North Hollywood, CA

2015 Scion FR-S Base

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

2015 Scion FR-S Base

North Hollywood, CA

Unscored
$14,99561,468 mi

Comparison: 9 similar vehicles

North Hollywood, CA

2020 Nissan Rogue S

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

2020 Nissan Rogue S

North Hollywood, CA

UnscoredInsufficient · 0
$16,19052,510 mi

North Hollywood, CA

2016 Lexus NX 200t

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

2016 Lexus NX 200t

North Hollywood, CA

Unscored
$16,300105,049 mi

Comparison: 7 similar vehicles

North Hollywood, CA

2020 Honda Accord LX

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

2020 Honda Accord LX

North Hollywood, CA

Fair PriceLimited · 17
$16,49598,261 mi

Market: $9,425 – $18,995

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 133 days listed (based on current market benchmarks)

North Hollywood, CA

2020 Honda Civic Sport

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

2020 Honda Civic Sport

North Hollywood, CA

Fair PriceRobust · 50
$16,500115,283 mi

Market: $12,980 – $21,179

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

North Hollywood, CA

No Photo

2020 Toyota Camry SE

North Hollywood, CA

Fair PriceModerate · 23
$16,99570,949 mi

Market: $14,988 – $25,010

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

North Hollywood, CA

2021 Toyota Corolla LE

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

2021 Toyota Corolla LE

North Hollywood, CA

Fair PriceModerate · 29
$17,99566,929 mi

Market: $10,950 – $26,999

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

North Hollywood, CA

2018 Toyota Camry SE

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

2018 Toyota Camry SE

North Hollywood, CA

Fair PriceModerate · 31
$18,49580,020 mi

Market: $13,995 – $23,931

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

North Hollywood, CA

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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