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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

6M+

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

112 listings found

2013 Volkswagen Jetta S

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

2013 Volkswagen Jetta S

Auburn, WA

UnscoredInsufficient · 4
$4,900114,504 mi

Comparison: 4 similar vehicles

Auburn, WA

2012 Volkswagen Passat SE

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

2012 Volkswagen Passat SE

Auburn, WA

UnscoredInsufficient · 3
$4,900176,846 mi

Comparison: 3 similar vehicles

Auburn, WA

2006 Volkswagen New GTI 2.0T FSI

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

2006 Volkswagen New GTI 2.0T FSI

Auburn, WA

UnscoredInsufficient · 4
$5,995155,100 mi

Comparison: 4 similar vehicles

Auburn, WA

2001 Volkswagen Golf GLS

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

2001 Volkswagen Golf GLS

Auburn, WA

UnscoredInsufficient · 0
$5,999236,885 mi

Auburn, WA

2015 Volkswagen Jetta SE

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

2015 Volkswagen Jetta SE

Auburn, WA

UnscoredInsufficient · 4
$6,29995,499 mi

Comparison: 4 similar vehicles

Auburn, WA

2016 Volkswagen e-Golf SE

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

2016 Volkswagen e-Golf SE

Auburn, WA

UnscoredLimited · 7
$6,50088,196 mi

Comparison: 7 similar vehicles

Auburn, WA

2013 Volkswagen Passat SEL

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

2013 Volkswagen Passat SEL

Auburn, WA

UnscoredInsufficient · 3
$7,845174,533 mi

Comparison: 3 similar vehicles

Auburn, WA

2016 Volkswagen Tiguan SE

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

2016 Volkswagen Tiguan SE

Auburn, WA

UnscoredInsufficient · 4
$7,950148,899 mi

Comparison: 4 similar vehicles

Auburn, WA

2012 Volkswagen Jetta SE

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

2012 Volkswagen Jetta SE

Auburn, WA

UnscoredLimited · 9
$8,695177,179 mi

Comparison: 9 similar vehicles

Auburn, WA

2014 Volkswagen Jetta TDI

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

2014 Volkswagen Jetta TDI

Auburn, WA

UnscoredLimited · 8
$8,99599,630 mi

Comparison: 8 similar vehicles

Auburn, WA

2013 Volkswagen Tiguan SEL

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

2013 Volkswagen Tiguan SEL

Auburn, WA

UnscoredInsufficient · 0
$8,99992,045 mi

Auburn, WA

2012 Volkswagen Jetta SportWagen TDI

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

2012 Volkswagen Jetta SportWagen TDI

Auburn, WA

UnscoredLimited · 6
$9,700130,731 mi

Comparison: 6 similar vehicles

Auburn, WA

2013 Volkswagen Beetle 2.5

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

2013 Volkswagen Beetle 2.5

Auburn, WA

UnscoredInsufficient · 0
$9,995125,234 mi

Auburn, WA

2012 Volkswagen Tiguan SE

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

2012 Volkswagen Tiguan SE

Auburn, WA

UnscoredLimited · 6
$10,19592,962 mi

Comparison: 6 similar vehicles

Auburn, WA

2009 Volkswagen Passat Komfort

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

2009 Volkswagen Passat Komfort

Auburn, WA

UnscoredInsufficient · 0
$10,19568,435 mi

Auburn, WA

2017 Volkswagen Golf Wolfsburg Edition

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

2017 Volkswagen Golf Wolfsburg Edition

Auburn, WA

UnscoredInsufficient · 0
$10,99958,000 mi

Auburn, WA

2021 Volkswagen Jetta S

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

2021 Volkswagen Jetta S

Auburn, WA

UnscoredLimited · 10
$11,495123,356 mi

Comparison: 10 similar vehicles

Auburn, WA

2015 Volkswagen Touareg Lux

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

2015 Volkswagen Touareg Lux

Auburn, WA

UnscoredInsufficient · 0
$11,620115,953 mi

Auburn, WA

2020 Volkswagen Atlas Cross Sport SE w/Tech R-Line

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

2020 Volkswagen Atlas Cross Sport SE w/Tech R-Line

Auburn, WA

UnscoredInsufficient · 0
$11,900167,380 mi

Auburn, WA

2017 Volkswagen Golf GTI Sport

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

2017 Volkswagen Golf GTI Sport

Auburn, WA

UnscoredInsufficient · 4
$13,195110,838 mi

Comparison: 4 similar vehicles

Auburn, WA

2018 Volkswagen Tiguan SE

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

2018 Volkswagen Tiguan SE

Auburn, WA

UnscoredLimited · 9
$13,59884,655 mi

Comparison: 9 similar vehicles

Auburn, WA

2016 Volkswagen Golf GTI S

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

2016 Volkswagen Golf GTI S

Auburn, WA

Fair PriceModerate · 21
$13,95087,062 mi

Market: $9,999 – $13,999

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Auburn, WA

2020 Volkswagen Golf GTI SE

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

2020 Volkswagen Golf GTI SE

Auburn, WA

UnscoredInsufficient · 0
$14,900114,296 mi

Auburn, WA

2018 Volkswagen Atlas SEL Premium

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

2018 Volkswagen Atlas SEL Premium

Auburn, WA

UnscoredLimited · 5
$16,691100,220 mi

Comparison: 5 similar vehicles

Auburn, WA

2021 Volkswagen Tiguan SE

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

2021 Volkswagen Tiguan SE

Auburn, WA

UnscoredInsufficient · 4
$16,99968,921 mi

Comparison: 4 similar vehicles

Auburn, WA

2018 Volkswagen Jetta SE

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

2018 Volkswagen Jetta SE

Auburn, WA

UnscoredInsufficient · 0
$17,19858,225 mi

Auburn, WA

2023 Volkswagen Tiguan S

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

2023 Volkswagen Tiguan S

Auburn, WA

UnscoredLimited · 14
$17,50034,698 mi

Comparison: 14 similar vehicles

Auburn, WA

2022 Volkswagen Jetta Sport

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

2022 Volkswagen Jetta Sport

Auburn, WA

UnscoredInsufficient · 0
$17,70069,675 mi

Auburn, WA

2024 Volkswagen Jetta SE

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

2024 Volkswagen Jetta SE

Auburn, WA

UnscoredLimited · 5
$17,96336,851 mi

Comparison: 5 similar vehicles

Auburn, WA

2025 Volkswagen Taos SE

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

2025 Volkswagen Taos SE

Auburn, WA

UnscoredLimited · 13
$18,70039,812 mi

Comparison: 13 similar vehicles

Auburn, WA

2019 Volkswagen Tiguan SE

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

2019 Volkswagen Tiguan SE

Auburn, WA

UnscoredInsufficient · 0
$18,99944,798 mi

Auburn, WA

2018 Volkswagen Golf GTI S

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

2018 Volkswagen Golf GTI S

Auburn, WA

UnscoredInsufficient · 4
$18,99972,759 mi

Comparison: 4 similar vehicles

Auburn, WA

2014 Volkswagen Touareg R-Line

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

2014 Volkswagen Touareg R-Line

Auburn, WA

UnscoredInsufficient · 0
$19,57345,397 mi

Auburn, WA

2021 Volkswagen Tiguan S

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

2021 Volkswagen Tiguan S

Auburn, WA

UnscoredLimited · 6
$19,65037,473 mi

Comparison: 6 similar vehicles

Auburn, WA

2023 Volkswagen Taos SE

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

2023 Volkswagen Taos SE

Auburn, WA

UnscoredInsufficient · 0
$20,19563,819 mi

Auburn, WA

2022 Volkswagen Tiguan SE

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

2022 Volkswagen Tiguan SE

Auburn, WA

UnscoredLimited · 6
$20,54853,125 mi

Comparison: 6 similar vehicles

Auburn, WA

2025 Volkswagen Taos S

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

2025 Volkswagen Taos S

Auburn, WA

UnscoredLimited · 9
$20,99038,651 mi

Comparison: 9 similar vehicles

Auburn, WA

2023 Volkswagen Jetta SE

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

2023 Volkswagen Jetta SE

Auburn, WA

UnscoredInsufficient · 3
$21,19518,764 mi

Comparison: 3 similar vehicles

Auburn, WA

2025 Volkswagen Jetta SE

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

2025 Volkswagen Jetta SE

Auburn, WA

Fair PriceRobust · 93
$21,20538,269 mi

Market: $19,881 – $22,497

Comparison: 93 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Auburn, WA

2022 Volkswagen Atlas Cross Sport SE

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

2022 Volkswagen Atlas Cross Sport SE

Auburn, WA

UnscoredInsufficient · 0
$21,87569,651 mi

Auburn, WA

2025 Volkswagen Taos SE

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

2025 Volkswagen Taos SE

Auburn, WA

Fair PriceLimited · 15
$21,99030,754 mi

Market: $18,700 – $23,187

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Auburn, WA

2023 Volkswagen Taos SE

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

2023 Volkswagen Taos SE

Auburn, WA

Fair PriceModerate · 31
$21,99033,014 mi

Market: $20,655 – $23,999

Comparison: 31 similar vehicles

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

Auburn, WA

2026 Volkswagen Jetta Sport

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

2026 Volkswagen Jetta Sport

Auburn, WA

UnscoredInsufficient · 4
$22,5003,209 mi

Comparison: 4 similar vehicles

Auburn, WA

2026 Volkswagen Jetta Sport

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

2026 Volkswagen Jetta Sport

Auburn, WA

UnscoredInsufficient · 4
$22,8003,497 mi

Comparison: 4 similar vehicles

Auburn, WA

2020 Volkswagen Golf GTI SE

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

2020 Volkswagen Golf GTI SE

Auburn, WA

UnscoredInsufficient · 0
$23,42141,814 mi

Auburn, WA

2026 Volkswagen Jetta Sport

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

2026 Volkswagen Jetta Sport

Auburn, WA

Fair PriceModerate · 22
$24,386Mileage not verified

Market: $24,386 – $26,346

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 216 days listed (based on current market benchmarks)

Auburn, WA

2026 Volkswagen Jetta Sport

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

2026 Volkswagen Jetta Sport

Auburn, WA

Fair PriceModerate · 22
$24,386Mileage not verified

Market: $24,386 – $26,346

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 216 days listed (based on current market benchmarks)

Auburn, WA

2021 Volkswagen Golf GTI Autobahn

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

2021 Volkswagen Golf GTI Autobahn

Auburn, WA

UnscoredInsufficient · 0
$24,94864,395 mi

Auburn, WA

2023 Volkswagen Tiguan SE R-LINE BLACK

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

2023 Volkswagen Tiguan SE R-LINE BLACK

Auburn, WA

UnscoredLimited · 7
$24,95049,150 mi

Comparison: 7 similar vehicles

Auburn, WA

2025 Volkswagen Jetta SE

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

2025 Volkswagen Jetta SE

Auburn, WA

OverpricedLimited · 13
$25,2003,853 mi

Market: $22,399 – $23,999

Comparison: 13 similar vehicles

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

Auburn, WA

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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