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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 7, 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

100 listings found

2001 Jeep Grand Cherokee LAREDO

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

2001 Jeep Grand Cherokee LAREDO

San Clemente, CA

UnscoredInsufficient · 0
$2,999177,210 mi

San Clemente, CA

2013 Mazda MAZDA3 i SV

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

2013 Mazda MAZDA3 i SV

San Clemente, CA

UnscoredInsufficient · 0
$4,588179,960 mi

San Clemente, CA

2007 Toyota

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

2007 Toyota

San Clemente, CA

UnscoredInsufficient · 0
$4,999320,073 mi

San Clemente, CA

2008 BMW 3 Series 328i

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

2008 BMW 3 Series 328i

San Clemente, CA

UnscoredInsufficient · 4
$5,599212,403 mi

Comparison: 4 similar vehicles

San Clemente, CA

2014 Ford Focus S

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

2014 Ford Focus S

San Clemente, CA

UnscoredInsufficient · 0
$5,77788,330 mi

San Clemente, CA

2009 Toyota Corolla Base

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

2009 Toyota Corolla Base

San Clemente, CA

UnscoredInsufficient · 3
$5,888184,440 mi

Comparison: 3 similar vehicles

San Clemente, CA

2012 Volkswagen Jetta SE

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

2012 Volkswagen Jetta SE

San Clemente, CA

Unscored
$5,999134,488 mi

Comparison: 5 similar vehicles

San Clemente, CA

2007 Toyota Camry LE

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

2007 Toyota Camry LE

San Clemente, CA

Salvage title
$5,999284,065 mi

San Clemente, CA

1998 Toyota Camry LE

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

1998 Toyota Camry LE

San Clemente, CA

UnscoredInsufficient · 0
$5,999124,060 mi

San Clemente, CA

2012 Nissan Sentra SR

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

2012 Nissan Sentra SR

San Clemente, CA

UnscoredInsufficient · 3
$6,08076,244 mi

Comparison: 3 similar vehicles

San Clemente, CA

2007 Chevrolet Tahoe LS

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

2007 Chevrolet Tahoe LS

San Clemente, CA

Unscored
$6,588165,457 mi

Comparison: 10 similar vehicles

San Clemente, CA

2014 Mazda CX-5 Sport

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

2014 Mazda CX-5 Sport

San Clemente, CA

UnscoredInsufficient · 0
$6,999175,906 mi

San Clemente, CA

2012 Buick Enclave Leather

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

2012 Buick Enclave Leather

San Clemente, CA

Unscored
$6,999104,503 mi

Comparison: 5 similar vehicles

San Clemente, CA

1997 Mazda MX-5 M EDITION

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

1997 Mazda MX-5 M EDITION

San Clemente, CA

UnscoredInsufficient · 0
$6,999306,727 mi

San Clemente, CA

2013 Toyota Sienna SE

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

2013 Toyota Sienna SE

San Clemente, CA

Unscored
$7,999228,754 mi

Comparison: 7 similar vehicles

San Clemente, CA

2010 Honda Civic LX

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

2010 Honda Civic LX

San Clemente, CA

Unscored
$7,999130,600 mi

Comparison: 8 similar vehicles

San Clemente, CA

2010 Honda CR-V EX

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

2010 Honda CR-V EX

San Clemente, CA

Unscored
$7,999223,554 mi

Comparison: 6 similar vehicles

San Clemente, CA

2010 Honda Fit Sport

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

2010 Honda Fit Sport

San Clemente, CA

Salvage title
$7,99978,201 mi

San Clemente, CA

2006 Honda Element EX-P

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

2006 Honda Element EX-P

San Clemente, CA

UnscoredInsufficient · 0
$7,999209,924 mi

San Clemente, 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

San Clemente, CA

Unscored
$8,888127,253 mi

Comparison: 8 similar vehicles

San Clemente, CA

2008 Ford F-150 King Ranch

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

2008 Ford F-150 King Ranch

San Clemente, CA

UnscoredInsufficient · 0
$9,999213,082 mi

San Clemente, CA

2006 Toyota 4Runner SR5

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

2006 Toyota 4Runner SR5

San Clemente, CA

UnscoredInsufficient · 4
$9,999250,806 mi

Comparison: 4 similar vehicles

San Clemente, CA

2010 Jeep Wrangler Sport

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

2010 Jeep Wrangler Sport

San Clemente, CA

UnscoredInsufficient · 3
$10,08493,386 mi

Comparison: 3 similar vehicles

San Clemente, CA

2015 Honda Pilot EX-L

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

2015 Honda Pilot EX-L

San Clemente, CA

UnscoredInsufficient · 4
$10,999180,075 mi

Comparison: 4 similar vehicles

San Clemente, CA

2001 Toyota Tundra Limited

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

2001 Toyota Tundra Limited

San Clemente, CA

UnscoredInsufficient · 0
$11,999202,843 mi

San Clemente, CA

2014 Acura MDX Technology Package

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

2014 Acura MDX Technology Package

San Clemente, CA

Unscored
$12,999124,488 mi

Comparison: 5 similar vehicles

San Clemente, CA

2006 Toyota Tacoma Base

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

2006 Toyota Tacoma Base

San Clemente, CA

Unscored
$12,999271,758 mi

Comparison: 6 similar vehicles

San Clemente, CA

1995 GMC Rally Wagon / Van

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

1995 GMC Rally Wagon / Van

San Clemente, CA

UnscoredInsufficient · 0
$13,080183,362 mi

San Clemente, CA

2009 Jeep Wrangler X

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

2009 Jeep Wrangler X

San Clemente, CA

Unscored
$13,555105,058 mi

Comparison: 5 similar vehicles

San Clemente, 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

San Clemente, CA

UnscoredInsufficient · 4
$13,999166,374 mi

Comparison: 4 similar vehicles

San Clemente, CA

2003 Lexus LX 470

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

2003 Lexus LX 470

San Clemente, CA

UnscoredInsufficient · 0
$13,999218,939 mi

San Clemente, CA

2018 Hyundai Kona SE

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

2018 Hyundai Kona SE

San Clemente, CA

UnscoredInsufficient · 0
$14,08050,789 mi

San Clemente, CA

2018 Ford Escape Titanium

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

2018 Ford Escape Titanium

San Clemente, CA

UnscoredInsufficient · 0
$15,99957,169 mi

San Clemente, CA

2013 Toyota Tacoma Base

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

2013 Toyota Tacoma Base

San Clemente, CA

Unscored
$15,999207,182 mi

Comparison: 12 similar vehicles

San Clemente, CA

2016 Mercedes-Benz GLE-Class GLE550e

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

2016 Mercedes-Benz GLE-Class GLE550e

San Clemente, CA

UnscoredInsufficient · 0
$16,080108,948 mi

San Clemente, CA

2003 Lexus SC 430

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

2003 Lexus SC 430

San Clemente, CA

Unscored
$16,080110,637 mi

Comparison: 8 similar vehicles

San Clemente, CA

2008 Nissan Titan PRO-4X

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

2008 Nissan Titan PRO-4X

San Clemente, CA

UnscoredInsufficient · 0
$16,99993,201 mi

San Clemente, CA

2018 Mercedes-Benz GLC AMG GLC43

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

2018 Mercedes-Benz GLC AMG GLC43

San Clemente, CA

UnscoredInsufficient · 0
$17,580123,988 mi

San Clemente, CA

1998 Dodge Viper ROADSTER

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

1998 Dodge Viper ROADSTER

San Clemente, CA

UnscoredInsufficient · 0
$64,99517,768 mi

San Clemente, CA

2019 Chevrolet Corvette 2LT

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

2019 Chevrolet Corvette 2LT

San Clemente, CA

UnscoredInsufficient · 0
$67,9956,729 mi

San Clemente, CA

2017 Bentley Continental GT Base

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

2017 Bentley Continental GT Base

San Clemente, CA

UnscoredInsufficient · 0
$89,99522,529 mi

San Clemente, CA

2002 Dodge Viper GTS

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

2002 Dodge Viper GTS

San Clemente, CA

UnscoredInsufficient · 0
$99,99510,612 mi

San Clemente, CA

2024 Lotus Emira First Edition

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

2024 Lotus Emira First Edition

San Clemente, CA

OverpricedModerate · 34
$104,395494 mi

Market: $93,806 – $99,083

Comparison: 34 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

San Clemente, CA

2022 Aston Martin DBX Base

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

2022 Aston Martin DBX Base

San Clemente, CA

UnscoredInsufficient · 0
$104,9959,808 mi

San Clemente, CA

2019 Ford Mustang Shelby GT350

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

2019 Ford Mustang Shelby GT350

San Clemente, CA

UnscoredInsufficient · 3
$104,995Mileage not verified

Comparison: 3 similar vehicles

San Clemente, CA

1997 Dodge Viper COUPE

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

1997 Dodge Viper COUPE

San Clemente, CA

UnscoredInsufficient · 0
$104,9959,986 mi

San Clemente, CA

2019 Ford Mustang Shelby GT350

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

2019 Ford Mustang Shelby GT350

San Clemente, CA

UnscoredInsufficient · 3
$109,995Mileage not verified

Comparison: 3 similar vehicles

San Clemente, CA

No Photo

2015 Aston Martin V8 Vantage GT

San Clemente, CA

UnscoredInsufficient · 0
$109,9955,809 mi

San Clemente, CA

2011 Audi R8 Base

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

2011 Audi R8 Base

San Clemente, CA

UnscoredInsufficient · 0
$109,99519,660 mi

San Clemente, CA

2016 Porsche Cayman GT4

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

2016 Porsche Cayman GT4

San Clemente, CA

UnscoredInsufficient · 0
$114,99534,376 mi

San Clemente, 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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