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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

397 listings found

2007 Lexus IS 350

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

2007 Lexus IS 350

Jupiter, FL

UnscoredInsufficient · 3
$4,400151,381 mi

Comparison: 3 similar vehicles

Jupiter, FL

2009 Toyota Camry Hybrid

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

2009 Toyota Camry Hybrid

Jupiter, FL

UnscoredInsufficient · 4
$4,900211,107 mi

Comparison: 4 similar vehicles

Jupiter, FL

2010 Lincoln MKX Base

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

2010 Lincoln MKX Base

Jupiter, FL

UnscoredInsufficient · 0
$5,90091,584 mi

Jupiter, FL

2010 MINI Cooper S

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

2010 MINI Cooper S

Jupiter, FL

UnscoredInsufficient · 4
$5,900120,485 mi

Comparison: 4 similar vehicles

Jupiter, FL

1998 Jaguar XK Series Base

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

1998 Jaguar XK Series Base

Jupiter, FL

UnscoredInsufficient · 3
$5,90074,814 mi

Comparison: 3 similar vehicles

Jupiter, FL

2017 BMW X1 28i

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

2017 BMW X1 28i

Jupiter, FL

Unscored
$6,900183,163 mi

Comparison: 39 similar vehicles

Jupiter, FL

2014 BMW 3 Series 320i

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

2014 BMW 3 Series 320i

Jupiter, FL

Unscored
$6,900121,685 mi

Comparison: 25 similar vehicles

Jupiter, FL

2016 Nissan Altima SV

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

2016 Nissan Altima SV

Jupiter, FL

Unscored
$7,900123,963 mi

Comparison: 5 similar vehicles

Jupiter, FL

2014 Chrysler Town & Country Touring

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

2014 Chrysler Town & Country Touring

Jupiter, FL

Unscored
$7,90092,995 mi

Comparison: 5 similar vehicles

Jupiter, FL

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

Jupiter, FL

UnscoredInsufficient · 3
$7,90096,343 mi

Comparison: 3 similar vehicles

Jupiter, FL

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

Jupiter, FL

Unscored
$7,900148,367 mi

Comparison: 13 similar vehicles

Jupiter, FL

2015 Audi A3 Cabriolet Premium

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

2015 Audi A3 Cabriolet Premium

Jupiter, FL

UnscoredInsufficient · 0
$8,400106,179 mi

Jupiter, FL

2022 Kia Soul LX

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

2022 Kia Soul LX

Jupiter, FL

Unscored
$8,900141,163 mi

Comparison: 16 similar vehicles

Jupiter, FL

2022 Kia Sportage LX

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

2022 Kia Sportage LX

Jupiter, FL

Unscored
$8,900169,427 mi

Comparison: 6 similar vehicles

Jupiter, FL

2012 BMW 1 Series 135i

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

2012 BMW 1 Series 135i

Jupiter, FL

UnscoredInsufficient · 0
$8,900102,524 mi

Jupiter, FL

2011 Toyota Highlander Base

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

2011 Toyota Highlander Base

Jupiter, FL

UnscoredInsufficient · 3
$8,900160,193 mi

Comparison: 3 similar vehicles

Jupiter, FL

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

Jupiter, FL

Unscored
$8,90084,852 mi

Comparison: 5 similar vehicles

Jupiter, FL

2010 GMC Savana

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

2010 GMC Savana

Jupiter, FL

UnscoredInsufficient · 0
$8,90086,857 mi

Jupiter, FL

2010 Lexus LS Base

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

2010 Lexus LS Base

Jupiter, FL

UnscoredInsufficient · 0
$8,900125,687 mi

Jupiter, FL

2000 Lincoln Continental Base

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

2000 Lincoln Continental Base

Jupiter, FL

UnscoredInsufficient · 0
$8,90071,802 mi

Jupiter, FL

2023 Chevrolet Malibu 1FL

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

2023 Chevrolet Malibu 1FL

Jupiter, FL

Unscored
$9,900118,818 mi

Comparison: 5 similar vehicles

Jupiter, FL

2020 Chrysler Voyager LXI

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

2020 Chrysler Voyager LXI

Jupiter, FL

UnscoredInsufficient · 4
$9,900131,588 mi

Comparison: 4 similar vehicles

Jupiter, FL

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Jupiter, FL

UnscoredInsufficient · 3
$9,90087,644 mi

Comparison: 3 similar vehicles

Jupiter, FL

2016 Jeep Renegade Trailhawk

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

2016 Jeep Renegade Trailhawk

Jupiter, FL

Unscored
$9,900114,000 mi

Comparison: 5 similar vehicles

Jupiter, FL

2007 BMW 3 Series 335i

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

2007 BMW 3 Series 335i

Jupiter, FL

Fair PriceLimited · 12
$9,90072,967 mi

Market: $3,999 – $17,506

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Jupiter, FL

2020 Volkswagen Passat SE

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

2020 Volkswagen Passat SE

Jupiter, FL

Unscored
$10,90080,797 mi

Comparison: 5 similar vehicles

Jupiter, FL

2018 Audi A4 Premium Plus

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

2018 Audi A4 Premium Plus

Jupiter, FL

Unscored
$11,900114,411 mi

Comparison: 7 similar vehicles

Jupiter, FL

2018 Audi A4 Premium Plus

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

2018 Audi A4 Premium Plus

Jupiter, FL

Unscored
$11,90093,180 mi

Comparison: 7 similar vehicles

Jupiter, FL

2018 BMW X2 28i

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

2018 BMW X2 28i

Jupiter, FL

Fair PriceModerate · 23
$11,90091,502 mi

Market: $6,996 – $19,500

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Jupiter, FL

2017 Honda Civic LX

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

2017 Honda Civic LX

Jupiter, FL

Fair PriceLimited · 11
$11,900110,393 mi

Market: $11,500 – $14,198

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Jupiter, FL

2017 Subaru Crosstrek Premium

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

2017 Subaru Crosstrek Premium

Jupiter, FL

UnscoredInsufficient · 3
$11,90091,544 mi

Comparison: 3 similar vehicles

Jupiter, FL

2017 Audi A4 Premium

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

2017 Audi A4 Premium

Jupiter, FL

Unscored
$11,90093,281 mi

Comparison: 5 similar vehicles

Jupiter, FL

2016 Mazda CX-9 Touring

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

2016 Mazda CX-9 Touring

Jupiter, FL

Unscored
$11,900102,315 mi

Comparison: 6 similar vehicles

Jupiter, FL

2014 Cadillac CTS Sedan Premium Collection

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

2014 Cadillac CTS Sedan Premium Collection

Jupiter, FL

UnscoredInsufficient · 0
$11,900104,532 mi

Jupiter, FL

2004 Lexus SC 430

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

2004 Lexus SC 430

Jupiter, FL

Unscored
$11,900126,893 mi

Comparison: 7 similar vehicles

Jupiter, FL

2003 Saab 9-3 SE

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

2003 Saab 9-3 SE

Jupiter, FL

UnscoredInsufficient · 0
$11,90090,949 mi

Jupiter, FL

2019 Volkswagen Jetta SEL

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

2019 Volkswagen Jetta SEL

Jupiter, FL

Unscored
$11,995107,892 mi

Comparison: 8 similar vehicles

Jupiter, FL

2018 Kia Forte5 SX

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

2018 Kia Forte5 SX

Jupiter, FL

UnscoredInsufficient · 0
$11,99961,643 mi

Jupiter, FL

2024 Chevrolet Malibu 1FL

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

2024 Chevrolet Malibu 1FL

Jupiter, FL

Unscored
$12,40092,823 mi

Comparison: 5 similar vehicles

Jupiter, FL

2022 Volkswagen Passat SE

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

2022 Volkswagen Passat SE

Jupiter, FL

UnscoredInsufficient · 0
$12,90047,359 mi

Jupiter, FL

2019 Volkswagen Passat Wolfsburg Edition

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

2019 Volkswagen Passat Wolfsburg Edition

Jupiter, FL

UnscoredInsufficient · 4
$12,90096,842 mi

Comparison: 4 similar vehicles

Jupiter, FL

2018 Volkswagen Atlas SE w/Tech

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

2018 Volkswagen Atlas SE w/Tech

Jupiter, FL

Unscored
$12,900114,264 mi

Comparison: 7 similar vehicles

Jupiter, FL

2018 Audi Q5 Premium Plus

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

2018 Audi Q5 Premium Plus

Jupiter, FL

UnscoredInsufficient · 4
$12,900108,809 mi

Comparison: 4 similar vehicles

Jupiter, FL

2017 Jeep Grand Cherokee Altitude

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

2017 Jeep Grand Cherokee Altitude

Jupiter, FL

Unscored
$12,90089,493 mi

Comparison: 7 similar vehicles

Jupiter, FL

2016 BMW X3 xDrive35i

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

2016 BMW X3 xDrive35i

Jupiter, FL

UnscoredInsufficient · 0
$12,90091,081 mi

Jupiter, FL

2015 GMC Acadia Denali

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

2015 GMC Acadia Denali

Jupiter, FL

UnscoredInsufficient · 4
$12,90072,182 mi

Comparison: 4 similar vehicles

Jupiter, FL

2014 Toyota Tundra SR5

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

2014 Toyota Tundra SR5

Jupiter, FL

Unscored
$12,900201,628 mi

Comparison: 33 similar vehicles

Jupiter, FL

2014 Lexus IS 350

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

2014 Lexus IS 350

Jupiter, FL

Unscored
$12,900164,008 mi

Comparison: 19 similar vehicles

Jupiter, FL

2013 BMW 3 Series Base

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

2013 BMW 3 Series Base

Jupiter, FL

UnscoredInsufficient · 0
$12,90090,968 mi

Jupiter, FL

2007 Toyota Tacoma PreRunner

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

2007 Toyota Tacoma PreRunner

Jupiter, FL

Unscored
$12,900202,181 mi

Comparison: 7 similar vehicles

Jupiter, FL

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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