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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 25, 2026

6.1M+

Unique vehicles analyzed

as of October 25, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

222 listings found

2001 Volkswagen New Beetle GLS

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

2001 Volkswagen New Beetle GLS

Englewood, CO

UnscoredInsufficient · 0
$2,995127,423 mi

Englewood, CO

2006 Volkswagen New Beetle 2.5

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

2006 Volkswagen New Beetle 2.5

Englewood, CO

Salvage title
$4,995109,226 mi

Englewood, CO

2010 Volkswagen Tiguan SE

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

2010 Volkswagen Tiguan SE

Englewood, CO

UnscoredInsufficient · 0
$5,49891,764 mi

Englewood, CO

2001 Volkswagen Cabrio GLX

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

2001 Volkswagen Cabrio GLX

Englewood, CO

UnscoredInsufficient · 0
$5,99591,799 mi

Englewood, CO

2010 Volkswagen CC Sport

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

2010 Volkswagen CC Sport

Englewood, CO

UnscoredInsufficient · 0
$5,998137,239 mi

Englewood, CO

2014 Volkswagen Passat S

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

2014 Volkswagen Passat S

Englewood, CO

UnscoredInsufficient · 0
$6,995119,352 mi

Englewood, CO

2014 Volkswagen Tiguan S

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

2014 Volkswagen Tiguan S

Englewood, CO

UnscoredInsufficient · 0
$6,995118,401 mi

Englewood, CO

2010 Volkswagen Tiguan S

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

2010 Volkswagen Tiguan S

Englewood, CO

UnscoredInsufficient · 0
$7,49068,622 mi

Englewood, CO

2003 Volkswagen Eurovan GLS

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

2003 Volkswagen Eurovan GLS

Englewood, CO

UnscoredInsufficient · 0
$7,495110,676 mi

Englewood, CO

2013 Volkswagen Tiguan SE

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

2013 Volkswagen Tiguan SE

Englewood, CO

UnscoredInsufficient · 0
$7,690113,313 mi

Englewood, CO

2017 Volkswagen Golf Alltrack S

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

2017 Volkswagen Golf Alltrack S

Englewood, CO

UnscoredModerate · 32
$7,800166,945 mi

Comparison: 32 similar vehicles

Englewood, CO

2016 Volkswagen Jetta SE

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

2016 Volkswagen Jetta SE

Englewood, CO

UnscoredInsufficient · 0
$7,991128,267 mi

Englewood, CO

2015 Volkswagen Passat Limited Edition

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

2015 Volkswagen Passat Limited Edition

Englewood, CO

UnscoredLimited · 9
$7,99986,000 mi

Comparison: 9 similar vehicles

Englewood, CO

No Photo

2012 Volkswagen Tiguan SE

Englewood, CO

UnscoredInsufficient · 0
$8,495104,787 mi

Englewood, CO

2019 Volkswagen Jetta S

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

2019 Volkswagen Jetta S

Englewood, CO

UnscoredModerate · 21
$8,800122,978 mi

Comparison: 21 similar vehicles

Englewood, CO

2015 Volkswagen Golf SportWagen TDI S

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

2015 Volkswagen Golf SportWagen TDI S

Englewood, CO

UnscoredInsufficient · 3
$8,995165,282 mi

Comparison: 3 similar vehicles

Englewood, CO

No Photo

2013 Volkswagen Passat SE

Englewood, CO

UnscoredLimited · 6
$9,45076,427 mi

Comparison: 6 similar vehicles

Englewood, CO

No Photo

2019 Volkswagen Tiguan S

Englewood, CO

UnscoredInsufficient · 0
$9,495107,009 mi

Englewood, CO

2013 Volkswagen Beetle 2.0

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

2013 Volkswagen Beetle 2.0

Englewood, CO

Salvage title
$9,988113,281 mi

Englewood, CO

2019 Volkswagen Jetta S

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

2019 Volkswagen Jetta S

Englewood, CO

Fair PriceModerate · 21
$9,99591,429 mi

Market: $8,800 – $14,690

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 180 days listed (based on current market benchmarks)

Englewood, CO

2012 Volkswagen GTI Base

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

2012 Volkswagen GTI Base

Englewood, CO

UnscoredInsufficient · 3
$9,995113,477 mi

Comparison: 3 similar vehicles

Englewood, CO

2011 Volkswagen Jetta SportWagen TDI

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

2011 Volkswagen Jetta SportWagen TDI

Englewood, CO

UnscoredInsufficient · 0
$9,995127,505 mi

Englewood, CO

2016 Volkswagen e-Golf SEL Premium

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

2016 Volkswagen e-Golf SEL Premium

Englewood, CO

UnscoredInsufficient · 0
$9,99959,398 mi

Englewood, CO

2016 Volkswagen Jetta S

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

2016 Volkswagen Jetta S

Englewood, CO

UnscoredLimited · 5
$10,59994,545 mi

Comparison: 5 similar vehicles

Englewood, CO

2018 Volkswagen Jetta S

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

2018 Volkswagen Jetta S

Englewood, CO

UnscoredInsufficient · 0
$10,78785,217 mi

Englewood, CO

2019 Volkswagen Jetta SE

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

2019 Volkswagen Jetta SE

Englewood, CO

UnscoredLimited · 7
$10,990126,698 mi

Comparison: 7 similar vehicles

Englewood, CO

2012 Volkswagen Touareg Base

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

2012 Volkswagen Touareg Base

Englewood, CO

UnscoredInsufficient · 0
$11,488124,149 mi

Englewood, CO

2022 Volkswagen Tiguan S

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

2022 Volkswagen Tiguan S

Englewood, CO

UnscoredInsufficient · 0
$11,677135,952 mi

Englewood, CO

2017 Volkswagen Tiguan Sport

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

2017 Volkswagen Tiguan Sport

Englewood, CO

UnscoredInsufficient · 0
$11,95679,352 mi

Englewood, CO

2019 Volkswagen Atlas SE

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

2019 Volkswagen Atlas SE

Englewood, CO

UnscoredLimited · 5
$11,988132,673 mi

Comparison: 5 similar vehicles

Englewood, CO

No Photo

2003 Volkswagen New Beetle GLS

Englewood, CO

UnscoredInsufficient · 0
$11,99571,544 mi

Englewood, CO

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

Englewood, CO

UnscoredInsufficient · 4
$12,98886,434 mi

Comparison: 4 similar vehicles

Englewood, CO

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

Englewood, CO

UnscoredLimited · 6
$13,488115,339 mi

Comparison: 6 similar vehicles

Englewood, CO

No Photo

2019 Volkswagen Jetta R-Line

Englewood, CO

UnscoredLimited · 8
$13,495114,373 mi

Comparison: 8 similar vehicles

Englewood, CO

2022 Volkswagen Taos S

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

2022 Volkswagen Taos S

Englewood, CO

UnscoredInsufficient · 4
$13,897Mileage not verified

Comparison: 4 similar vehicles

Englewood, CO

2021 Volkswagen Passat SE

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

2021 Volkswagen Passat SE

Englewood, CO

UnscoredLimited · 6
$13,90067,593 mi

Comparison: 6 similar vehicles

Englewood, CO

No Photo

2019 Volkswagen Tiguan SEL

Englewood, CO

UnscoredInsufficient · 0
$13,99596,082 mi

Englewood, CO

2020 Volkswagen Tiguan S

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

2020 Volkswagen Tiguan S

Englewood, CO

OverpricedLimited · 17
$13,99982,993 mi

Market: $13,089 – $13,888

Comparison: 17 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Englewood, CO

No Photo

2018 Volkswagen Tiguan SE

Englewood, CO

UnscoredLimited · 8
$14,49568,450 mi

Comparison: 8 similar vehicles

Englewood, CO

2024 Volkswagen Jetta S

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

2024 Volkswagen Jetta S

Englewood, CO

Salvage title
$14,50039,954 mi

Englewood, CO

2019 Volkswagen Jetta SE

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

2019 Volkswagen Jetta SE

Englewood, CO

UnscoredLimited · 7
$14,69787,373 mi

Comparison: 7 similar vehicles

Englewood, CO

2020 Volkswagen Tiguan SE

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

2020 Volkswagen Tiguan SE

Englewood, CO

UnscoredLimited · 6
$14,898111,041 mi

Comparison: 6 similar vehicles

Englewood, CO

2019 Volkswagen Beetle SE

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

2019 Volkswagen Beetle SE

Englewood, CO

Salvage title
$14,99556,864 mi

Englewood, CO

No Photo

2013 Volkswagen Beetle 2.0

Englewood, CO

UnscoredInsufficient · 4
$14,995123,057 mi

Comparison: 4 similar vehicles

Englewood, CO

No Photo

2018 Volkswagen Passat R-Line

Englewood, CO

UnscoredInsufficient · 0
$14,99957,302 mi

Englewood, CO

2022 Volkswagen Taos SE

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

2022 Volkswagen Taos SE

Englewood, CO

UnscoredLimited · 5
$15,19790,347 mi

Comparison: 5 similar vehicles

Englewood, CO

No Photo

2021 Volkswagen Tiguan S

Englewood, CO

UnscoredLimited · 6
$15,49574,732 mi

Comparison: 6 similar vehicles

Englewood, CO

2021 Volkswagen Tiguan SE

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

2021 Volkswagen Tiguan SE

Englewood, CO

UnscoredInsufficient · 4
$15,98876,653 mi

Comparison: 4 similar vehicles

Englewood, CO

No Photo

2017 Volkswagen Beetle S

Englewood, CO

UnscoredInsufficient · 0
$15,99579,685 mi

Englewood, CO

2023 Volkswagen Tiguan SE

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

2023 Volkswagen Tiguan SE

Englewood, CO

UnscoredLimited · 5
$16,19796,215 mi

Comparison: 5 similar vehicles

Englewood, CO

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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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