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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 9, 2026

7.3M+

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

412 listings found

2014 Honda Odyssey EX

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

2014 Honda Odyssey EX

Chino, CA

Unscored
$6,500184,100 mi

Comparison: 5 similar vehicles

Chino, CA

2010 Volkswagen Eos Komfort

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

2010 Volkswagen Eos Komfort

Chino, CA

UnscoredInsufficient · 0
$6,99881,700 mi

Chino, CA

2014 BMW 4 Series 428i

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

2014 BMW 4 Series 428i

Chino, CA

Unscored
$7,500144,777 mi

Comparison: 10 similar vehicles

Chino, CA

2012 Audi A4 Premium

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

2012 Audi A4 Premium

Chino, CA

UnscoredInsufficient · 3
$7,998124,418 mi

Comparison: 3 similar vehicles

Chino, CA

2018 Kia Soul EV +

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

2018 Kia Soul EV +

Chino, CA

UnscoredInsufficient · 0
$8,00065,959 mi

Chino, CA

2015 Mercedes-Benz B-Class Base

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

2015 Mercedes-Benz B-Class Base

Chino, CA

UnscoredInsufficient · 0
$8,50067,797 mi

Chino, CA

2012 Volkswagen Tiguan S

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

2012 Volkswagen Tiguan S

Chino, CA

Unscored
$8,86568,356 mi

Comparison: 9 similar vehicles

Chino, CA

2020 Hyundai IONIQ SE

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

2020 Hyundai IONIQ SE

Chino, CA

UnscoredInsufficient · 0
$9,00083,150 mi

Chino, CA

2019 Honda Civic LX

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

2019 Honda Civic LX

Chino, CA

Unscored
$9,000184,790 mi

Comparison: 31 similar vehicles

Chino, CA

2013 Nissan 370Z Coupe Touring

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

2013 Nissan 370Z Coupe Touring

Chino, CA

UnscoredInsufficient · 4
$9,200162,307 mi

Comparison: 4 similar vehicles

Chino, CA

2015 Mercedes-Benz M-Class ML350

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

2015 Mercedes-Benz M-Class ML350

Chino, CA

Unscored
$9,998127,560 mi

Comparison: 11 similar vehicles

Chino, CA

2010 Mercedes-Benz GL-Class GL450

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

2010 Mercedes-Benz GL-Class GL450

Chino, CA

Unscored
$9,99898,850 mi

Comparison: 5 similar vehicles

Chino, CA

2011 Acura MDX Advance Package

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

2011 Acura MDX Advance Package

Chino, CA

UnscoredInsufficient · 0
$10,116129,106 mi

Chino, CA

2012 Mercedes-Benz M-Class ML350

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

2012 Mercedes-Benz M-Class ML350

Chino, CA

Fair PriceLimited · 18
$10,99591,366 mi

Market: $7,250 – $14,999

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 285 days listed (based on current market benchmarks)

Chino, CA

2014 Land Rover Range Rover Supercharged

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

2014 Land Rover Range Rover Supercharged

Chino, CA

Unscored
$10,998150,450 mi

Comparison: 17 similar vehicles

Chino, CA

2007 Nissan 350Z Roadster Touring

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

2007 Nissan 350Z Roadster Touring

Chino, CA

UnscoredInsufficient · 0
$11,49782,474 mi

Chino, CA

2017 Chrysler Pacifica Touring-L Plus

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

2017 Chrysler Pacifica Touring-L Plus

Chino, CA

Unscored
$12,64092,619 mi

Comparison: 6 similar vehicles

Chino, CA

2012 Jeep Wrangler Sahara

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

2012 Jeep Wrangler Sahara

Chino, CA

UnscoredInsufficient · 3
$12,995122,243 mi

Comparison: 3 similar vehicles

Chino, CA

2017 Mercedes-Benz GLC GLC300

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

2017 Mercedes-Benz GLC GLC300

Chino, CA

Fair PriceLimited · 14
$12,998106,749 mi

Market: $9,546 – $15,999

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Chino, CA

2012 Honda CR-V LX

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

2012 Honda CR-V LX

Chino, CA

UnscoredInsufficient · 4
$13,30093,666 mi

Comparison: 4 similar vehicles

Chino, CA

2015 Dodge Durango SXT Plus

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

2015 Dodge Durango SXT Plus

Chino, CA

Unscored
$13,39395,224 mi

Comparison: 5 similar vehicles

Chino, CA

2023 Tesla Model 3 Base

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

2023 Tesla Model 3 Base

Chino, CA

Unscored
$13,500268,394 mi

Comparison: 103 similar vehicles

Chino, CA

2014 Honda Odyssey EX-L

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

2014 Honda Odyssey EX-L

Chino, CA

Fair PriceLimited · 18
$13,51096,347 mi

Market: $6,999 – $17,998

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 285 days listed (based on current market benchmarks)

Chino, CA

2018 Jeep Grand Cherokee Laredo

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

2018 Jeep Grand Cherokee Laredo

Chino, CA

Unscored
$14,05584,973 mi

Comparison: 7 similar vehicles

Chino, CA

2018 BMW X2 28i

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

2018 BMW X2 28i

Chino, CA

Fair PriceLimited · 15
$14,30677,055 mi

Market: $10,471 – $18,998

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 285 days listed (based on current market benchmarks)

Chino, CA

2018 Mercedes-Benz GLE-Class GLE350

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

2018 Mercedes-Benz GLE-Class GLE350

Chino, CA

Fair PriceModerate · 27
$14,99897,100 mi

Market: $12,500 – $21,660

Comparison: 27 similar vehicles

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

Chino, CA

2018 Kia Stinger

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

2018 Kia Stinger

Chino, CA

UnscoredInsufficient · 0
$15,27879,865 mi

Chino, CA

2016 BMW X5 sDrive35i

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

2016 BMW X5 sDrive35i

Chino, CA

OverpricedLimited · 12
$15,52075,500 mi

Market: $11,995 – $15,179

Comparison: 12 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Chino, CA

2015 BMW 6 Series 650i

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

2015 BMW 6 Series 650i

Chino, CA

Unscored
$15,98598,415 mi

Comparison: 5 similar vehicles

Chino, CA

2014 Mercedes-Benz E-Class E350 Luxury

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

2014 Mercedes-Benz E-Class E350 Luxury

Chino, CA

Unscored
$15,99561,575 mi

Comparison: 6 similar vehicles

Chino, CA

2022 Kia EV6 GT-Line

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

2022 Kia EV6 GT-Line

Chino, CA

Unscored
$16,000132,975 mi

Comparison: 6 similar vehicles

Chino, CA

2017 Cadillac XT5 Luxury

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

2017 Cadillac XT5 Luxury

Chino, CA

UnscoredInsufficient · 3
$16,18258,575 mi

Comparison: 3 similar vehicles

Chino, CA

2023 Kia Niro Wind

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

2023 Kia Niro Wind

Chino, CA

UnscoredInsufficient · 3
$16,50058,737 mi

Comparison: 3 similar vehicles

Chino, CA

2020 Kia Sportage LX

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

2020 Kia Sportage LX

Chino, CA

UnscoredInsufficient · 0
$16,50058,200 mi

Chino, CA

2018 Mercedes-Benz CLA CLA250

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

2018 Mercedes-Benz CLA CLA250

Chino, CA

Unscored
$16,89259,261 mi

Comparison: 5 similar vehicles

Chino, CA

2015 Land Rover Range Rover HSE

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

2015 Land Rover Range Rover HSE

Chino, CA

UnscoredInsufficient · 0
$16,96269,023 mi

Chino, CA

2019 Kia Niro LX

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

2019 Kia Niro LX

Chino, CA

Unscored
$17,17279,537 mi

Comparison: 5 similar vehicles

Chino, CA

2018 Mercedes-Benz E-Class E300

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

2018 Mercedes-Benz E-Class E300

Chino, CA

Fair PriceModerate · 20
$17,18295,650 mi

Market: $13,995 – $21,162

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 111 days listed (based on current market benchmarks)

Chino, CA

2017 Porsche Macan Base

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

2017 Porsche Macan Base

Chino, CA

Fair PriceLimited · 12
$17,52588,650 mi

Market: $11,995 – $20,590

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Chino, CA

2022 Dodge Durango GT

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

2022 Dodge Durango GT

Chino, CA

UnscoredInsufficient · 4
$17,67296,829 mi

Comparison: 4 similar vehicles

Chino, CA

2024 Kia EV6 Light L/R

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

2024 Kia EV6 Light L/R

Chino, CA

Unscored
$18,06080,279 mi

Comparison: 11 similar vehicles

Chino, CA

2019 Mercedes-Benz C-Class Sedan C300

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

2019 Mercedes-Benz C-Class Sedan C300

Chino, CA

Fair PriceModerate · 36
$18,99866,530 mi

Market: $12,969 – $18,998

Comparison: 36 similar vehicles

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

Chino, CA

2024 Polestar 2 Plus

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

2024 Polestar 2 Plus

Chino, CA

UnscoredInsufficient · 0
$19,77245,628 mi

Chino, CA

2021 Volkswagen ID.4 1st Edition

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

2021 Volkswagen ID.4 1st Edition

Chino, CA

UnscoredInsufficient · 0
$20,00014,000 mi

Chino, CA

2024 Polestar 2

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

2024 Polestar 2

Chino, CA

UnscoredInsufficient · 0
$20,05832,341 mi

Chino, CA

2023 Hyundai IONIQ 6 SEL

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

2023 Hyundai IONIQ 6 SEL

Chino, CA

Fair PriceLimited · 13
$20,15447,337 mi

Market: $19,884 – $24,814

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Chino, CA

2023 Chevrolet Traverse RS

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

2023 Chevrolet Traverse RS

Chino, CA

Unscored
$20,17194,489 mi

Comparison: 5 similar vehicles

Chino, CA

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Chino, CA

Fair PriceRobust · 611
$20,367Mileage not verified

Market: $20,367 – $28,840

Comparison: 611 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Chino, CA

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Chino, CA

Fair PriceRobust · 611
$20,367Mileage not verified

Market: $20,367 – $28,840

Comparison: 611 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Chino, CA

2023 Nissan Rogue Platinum

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

2023 Nissan Rogue Platinum

Chino, CA

Unscored
$20,57285,416 mi

Comparison: 5 similar vehicles

Chino, CA

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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