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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 31, 2026

6M+

Unique vehicles analyzed

as of October 30, 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

2,462 listings found

2011 Dodge Caliber Mainstreet

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

2011 Dodge Caliber Mainstreet

Ventura, CA

UnscoredInsufficient · 0
$2,888158,000 mi

Ventura, CA

2000 Ford F-150 XLT

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

2000 Ford F-150 XLT

Ventura, CA

UnscoredInsufficient · 0
$2,995178,670 mi

Ventura, CA

2009 Toyota Corolla LE

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

2009 Toyota Corolla LE

Ventura, CA

Unscored
$4,288225,400 mi

Comparison: 20 similar vehicles

Ventura, CA

2011 Lincoln MKX Base

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

2011 Lincoln MKX Base

Ventura, CA

UnscoredInsufficient · 0
$4,400116,101 mi

Ventura, CA

2019 Nissan Sentra SV

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

2019 Nissan Sentra SV

Ventura, CA

Unscored
$5,288159,600 mi

Comparison: 38 similar vehicles

Ventura, CA

2019 Toyota Mirai

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

2019 Toyota Mirai

Ventura, CA

UnscoredInsufficient · 0
$5,95038,490 mi

Ventura, CA

1995 Jaguar XJ6

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

1995 Jaguar XJ6

Ventura, CA

UnscoredInsufficient · 0
$5,985121,345 mi

Ventura, CA

2007 Lexus RX 350

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

2007 Lexus RX 350

Ventura, CA

Unscored
$5,988179,000 mi

Comparison: 23 similar vehicles

Ventura, CA

2012 Toyota Prius c One

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

2012 Toyota Prius c One

Ventura, CA

UnscoredInsufficient · 3
$5,998196,500 mi

Comparison: 3 similar vehicles

Ventura, CA

2012 Hyundai Genesis 5.0

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

2012 Hyundai Genesis 5.0

Ventura, CA

UnscoredInsufficient · 0
$6,988182,000 mi

Ventura, CA

2005 Toyota Avalon Limited

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

2005 Toyota Avalon Limited

Ventura, CA

UnscoredInsufficient · 0
$7,125231,257 mi

Ventura, CA

2002 GMC Savana Cargo Base

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

2002 GMC Savana Cargo Base

Ventura, CA

UnscoredInsufficient · 0
$7,125155,797 mi

Ventura, CA

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

Ventura, CA

Unscored
$7,888127,800 mi

Comparison: 65 similar vehicles

Ventura, CA

2021 Mitsubishi Mirage ES

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

2021 Mitsubishi Mirage ES

Ventura, CA

Unscored
$7,99566,869 mi

Comparison: 9 similar vehicles

Ventura, CA

2019 Nissan Sentra SR

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

2019 Nissan Sentra SR

Ventura, CA

Unscored
$7,995101,475 mi

Comparison: 9 similar vehicles

Ventura, CA

2018 Dodge Grand Caravan GT

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

2018 Dodge Grand Caravan GT

Ventura, CA

Unscored
$7,995130,105 mi

Comparison: 13 similar vehicles

Ventura, CA

2015 Ford Fusion SE

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

2015 Ford Fusion SE

Ventura, CA

Unscored
$7,995131,723 mi

Comparison: 13 similar vehicles

Ventura, CA

2016 Toyota Corolla L

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

2016 Toyota Corolla L

Ventura, CA

Unscored
$8,888183,000 mi

Comparison: 12 similar vehicles

Ventura, CA

2013 Ford Escape SE

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

2013 Ford Escape SE

Ventura, CA

UnscoredInsufficient · 0
$8,95052,448 mi

Ventura, CA

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Ventura, CA

Unscored
$8,99596,072 mi

Comparison: 6 similar vehicles

Ventura, CA

2013 Honda Odyssey LX

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

2013 Honda Odyssey LX

Ventura, CA

UnscoredInsufficient · 0
$8,995138,324 mi

Ventura, CA

2017 Dodge Journey SE

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

2017 Dodge Journey SE

Ventura, CA

Unscored
$9,113126,400 mi

Comparison: 5 similar vehicles

Ventura, CA

2013 Volkswagen Golf Base

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

2013 Volkswagen Golf Base

Ventura, CA

Unscored
$9,12578,195 mi

Comparison: 6 similar vehicles

Ventura, CA

2003 Toyota Matrix Base

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

2003 Toyota Matrix Base

Ventura, CA

UnscoredInsufficient · 0
$9,16058,433 mi

Ventura, CA

2009 BMW 3 Series 328i

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

2009 BMW 3 Series 328i

Ventura, CA

Unscored
$9,50093,456 mi

Comparison: 13 similar vehicles

Ventura, CA

2015 BMW X3 sDrive28i

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

2015 BMW X3 sDrive28i

Ventura, CA

UnscoredInsufficient · 3
$9,797103,560 mi

Comparison: 3 similar vehicles

Ventura, CA

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

Ventura, CA

Unscored
$9,995132,601 mi

Comparison: 30 similar vehicles

Ventura, CA

2007 Chevrolet Silverado 1500 1LT

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

2007 Chevrolet Silverado 1500 1LT

Ventura, CA

UnscoredInsufficient · 4
$9,995123,308 mi

Comparison: 4 similar vehicles

Ventura, CA

2016 Kia Forte5 EX

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

2016 Kia Forte5 EX

Ventura, CA

OverpricedLimited · 15
$10,016110,886 mi

Market: $6,065 – $8,771

Comparison: 15 similar vehicles

Priced ~14% above the typical market range for similar vehicles (based on current market benchmarks)

Ventura, CA

2008 Lexus ES 350

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

2008 Lexus ES 350

Ventura, CA

Unscored
$10,113146,926 mi

Comparison: 15 similar vehicles

Ventura, CA

2015 Kia Optima LX

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

2015 Kia Optima LX

Ventura, CA

Fair PriceModerate · 24
$10,16092,433 mi

Market: $6,800 – $16,130

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Ventura, CA

2016 Kia Forte EX

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

2016 Kia Forte EX

Ventura, CA

UnscoredInsufficient · 0
$10,24599,411 mi

Ventura, CA

1996 Lexus SC

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

1996 Lexus SC

Ventura, CA

UnscoredInsufficient · 0
$10,250137,977 mi

Ventura, CA

2017 Toyota Prius Two

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

2017 Toyota Prius Two

Ventura, CA

Unscored
$10,845232,328 mi

Comparison: 24 similar vehicles

Ventura, CA

2020 Chevrolet Trax LS

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

2020 Chevrolet Trax LS

Ventura, CA

UnscoredInsufficient · 0
$10,90056,183 mi

Ventura, CA

2015 Ford Transit Connect XLT

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

2015 Ford Transit Connect XLT

Ventura, CA

UnscoredInsufficient · 4
$10,900114,591 mi

Comparison: 4 similar vehicles

Ventura, CA

2008 Jeep Wrangler X

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

2008 Jeep Wrangler X

Ventura, CA

Unscored
$10,95085,931 mi

Comparison: 8 similar vehicles

Ventura, CA

2012 Toyota Sienna LE

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

2012 Toyota Sienna LE

Ventura, CA

Unscored
$10,988145,300 mi

Comparison: 19 similar vehicles

Ventura, CA

2015 Toyota RAV4 XLE

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

2015 Toyota RAV4 XLE

Ventura, CA

Unscored
$10,998166,800 mi

Comparison: 38 similar vehicles

Ventura, CA

2017 Kia Soul Base

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

2017 Kia Soul Base

Ventura, CA

Fair PriceLimited · 12
$11,16060,782 mi

Market: $5,200 – $12,998

Comparison: 12 similar vehicles

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

Ventura, CA

2002 Lexus LS 430

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

2002 Lexus LS 430

Ventura, CA

UnscoredInsufficient · 0
$11,245126,452 mi

Ventura, CA

2021 Chevrolet Trax LT

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

2021 Chevrolet Trax LT

Ventura, CA

Fair PriceLimited · 11
$11,84494,874 mi

Market: $7,690 – $15,395

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Ventura, CA

2011 Ford Econoline

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

2011 Ford Econoline

Ventura, CA

UnscoredInsufficient · 0
$11,888178,500 mi

Ventura, CA

2003 Ford Econoline Van Commercial

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

2003 Ford Econoline Van Commercial

Ventura, CA

UnscoredInsufficient · 3
$11,888178,500 mi

Comparison: 3 similar vehicles

Ventura, CA

2015 RAM Promaster City Base

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

2015 RAM Promaster City Base

Ventura, CA

UnscoredInsufficient · 0
$11,98887,000 mi

Ventura, CA

2017 Ford Explorer Base

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

2017 Ford Explorer Base

Ventura, CA

Fair PriceLimited · 10
$11,995115,342 mi

Market: $8,882 – $15,822

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Ventura, CA

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Ventura, CA

Unscored
$11,995132,570 mi

Comparison: 34 similar vehicles

Ventura, CA

2013 Ford Flex Limited

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

2013 Ford Flex Limited

Ventura, CA

UnscoredInsufficient · 3
$11,99584,005 mi

Comparison: 3 similar vehicles

Ventura, CA

2011 Kia Sportage LX

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

2011 Kia Sportage LX

Ventura, CA

OverpricedLimited · 11
$11,99584,412 mi

Market: $6,995 – $8,989

Comparison: 11 similar vehicles

Priced ~33% above the typical market range for similar vehicles (based on current market benchmarks)

Ventura, CA

2010 GMC Sierra 3500 Work Truck

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

2010 GMC Sierra 3500 Work Truck

Ventura, CA

UnscoredInsufficient · 0
$11,995112,241 mi

Ventura, CA

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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