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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 26, 2026

6.1M+

Unique vehicles analyzed

as of October 26, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.4M new·2.8M used·Listings processed daily

Or explore the market

370 listings found

2014 Volkswagen Golf Base

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

2014 Volkswagen Golf Base

Salt Lake City, UT

UnscoredInsufficient · 0
$3,999146,767 mi

Salt Lake City, UT

2004 Volkswagen New Beetle GLS

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

2004 Volkswagen New Beetle GLS

Salt Lake City, UT

UnscoredInsufficient · 0
$4,595178,000 mi

Salt Lake City, UT

2014 Volkswagen Jetta S

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

2014 Volkswagen Jetta S

Salt Lake City, UT

UnscoredInsufficient · 4
$5,224191,420 mi

Comparison: 4 similar vehicles

Salt Lake City, UT

2010 Volkswagen Jetta Limited Edition

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

2010 Volkswagen Jetta Limited Edition

Salt Lake City, UT

UnscoredInsufficient · 0
$5,99590,709 mi

Salt Lake City, UT

2015 Volkswagen Tiguan S

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

2015 Volkswagen Tiguan S

Salt Lake City, UT

UnscoredInsufficient · 0
$6,257133,494 mi

Salt Lake City, UT

2014 Volkswagen Golf Base

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

2014 Volkswagen Golf Base

Salt Lake City, UT

UnscoredInsufficient · 0
$6,340139,723 mi

Salt Lake City, UT

2011 Volkswagen Golf Base

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

2011 Volkswagen Golf Base

Salt Lake City, UT

UnscoredInsufficient · 0
$6,450137,868 mi

Salt Lake City, UT

2015 Volkswagen Jetta S

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

2015 Volkswagen Jetta S

Salt Lake City, UT

Salvage title
$8,09979,235 mi

Salt Lake City, UT

2019 Volkswagen Jetta S

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

2019 Volkswagen Jetta S

Salt Lake City, UT

UnscoredRobust · 86
$8,209152,951 mi

Comparison: 86 similar vehicles

Salt Lake City, UT

2018 Volkswagen Atlas SE

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

2018 Volkswagen Atlas SE

Salt Lake City, UT

UnscoredInsufficient · 4
$8,294179,107 mi

Comparison: 4 similar vehicles

Salt Lake City, UT

2014 Volkswagen Passat Wolfsbug Edition

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

2014 Volkswagen Passat Wolfsbug Edition

Salt Lake City, UT

UnscoredInsufficient · 0
$8,449111,280 mi

Salt Lake City, UT

2016 Volkswagen Jetta S

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

2016 Volkswagen Jetta S

Salt Lake City, UT

UnscoredLimited · 8
$8,49995,662 mi

Comparison: 8 similar vehicles

Salt Lake City, UT

2014 Volkswagen Jetta S

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

2014 Volkswagen Jetta S

Salt Lake City, UT

UnscoredInsufficient · 4
$8,499100,534 mi

Comparison: 4 similar vehicles

Salt Lake City, UT

2013 Volkswagen Jetta Base

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

2013 Volkswagen Jetta Base

Salt Lake City, UT

UnscoredInsufficient · 0
$9,44949,923 mi

Salt Lake City, UT

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

Salt Lake City, UT

UnscoredInsufficient · 0
$9,995121,742 mi

Salt Lake City, UT

2016 Volkswagen Jetta SEL

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

2016 Volkswagen Jetta SEL

Salt Lake City, UT

UnscoredInsufficient · 3
$10,210114,346 mi

Comparison: 3 similar vehicles

Salt Lake City, UT

2018 Volkswagen Atlas SEL

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

2018 Volkswagen Atlas SEL

Salt Lake City, UT

Salvage title
$11,29490,601 mi

Salt Lake City, UT

2018 Volkswagen Atlas SE

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

2018 Volkswagen Atlas SE

Salt Lake City, UT

UnscoredInsufficient · 0
$11,999101,688 mi

Salt Lake City, UT

2019 Volkswagen Tiguan SE

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

2019 Volkswagen Tiguan SE

Salt Lake City, UT

Fair PriceModerate · 23
$12,286108,821 mi

Market: $10,971 – $16,874

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 102 days listed (based on current market benchmarks)

Salt Lake City, UT

2018 Volkswagen Passat SE

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

2018 Volkswagen Passat SE

Salt Lake City, UT

UnscoredInsufficient · 0
$12,670100,630 mi

Salt Lake City, UT

2019 Volkswagen Tiguan SEL R-Line

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

2019 Volkswagen Tiguan SEL R-Line

Salt Lake City, UT

UnscoredInsufficient · 0
$12,817116,006 mi

Salt Lake City, UT

2015 Volkswagen Beetle 1.8

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

2015 Volkswagen Beetle 1.8

Salt Lake City, UT

UnscoredInsufficient · 3
$13,01097,202 mi

Comparison: 3 similar vehicles

Salt Lake City, UT

2019 Volkswagen Jetta SE

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

2019 Volkswagen Jetta SE

Salt Lake City, UT

UnscoredModerate · 24
$13,212106,508 mi

Comparison: 24 similar vehicles

Salt Lake City, UT

2018 Volkswagen Tiguan S

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

2018 Volkswagen Tiguan S

Salt Lake City, UT

Fair PriceLimited · 10
$13,24867,375 mi

Market: $7,995 – $13,998

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Salt Lake City, UT

2017 Volkswagen Golf GTI SE

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

2017 Volkswagen Golf GTI SE

Salt Lake City, UT

UnscoredInsufficient · 0
$13,739100,210 mi

Salt Lake City, UT

2021 Volkswagen Jetta R-Line

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

2021 Volkswagen Jetta R-Line

Salt Lake City, UT

UnscoredInsufficient · 0
$14,49896,653 mi

Salt Lake City, UT

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

Salt Lake City, UT

UnscoredInsufficient · 4
$14,499111,116 mi

Comparison: 4 similar vehicles

Salt Lake City, UT

2020 Volkswagen Tiguan SEL

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

2020 Volkswagen Tiguan SEL

Salt Lake City, UT

Fair PriceLimited · 11
$14,57092,144 mi

Market: $13,099 – $18,399

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Salt Lake City, UT

2018 Volkswagen Tiguan SEL

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

2018 Volkswagen Tiguan SEL

Salt Lake City, UT

UnscoredInsufficient · 0
$14,99854,559 mi

Salt Lake City, UT

2022 Volkswagen Tiguan SE

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

2022 Volkswagen Tiguan SE

Salt Lake City, UT

UnscoredModerate · 31
$15,29995,495 mi

Comparison: 31 similar vehicles

Salt Lake City, UT

2020 Volkswagen Golf TSI

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

2020 Volkswagen Golf TSI

Salt Lake City, UT

UnscoredInsufficient · 0
$15,40980,699 mi

Salt Lake City, UT

2020 Volkswagen Jetta S

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

2020 Volkswagen Jetta S

Salt Lake City, UT

UnscoredInsufficient · 0
$15,49856,376 mi

Salt Lake City, UT

2017 Volkswagen Tiguan Sport

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

2017 Volkswagen Tiguan Sport

Salt Lake City, UT

UnscoredInsufficient · 0
$15,57951,084 mi

Salt Lake City, UT

2021 Volkswagen Tiguan SE

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

2021 Volkswagen Tiguan SE

Salt Lake City, UT

UnscoredLimited · 9
$16,176104,730 mi

Comparison: 9 similar vehicles

Salt Lake City, UT

2021 Volkswagen Tiguan SE R-LINE BLACK

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

2021 Volkswagen Tiguan SE R-LINE BLACK

Salt Lake City, UT

UnscoredInsufficient · 4
$16,474115,216 mi

Comparison: 4 similar vehicles

Salt Lake City, UT

2022 Volkswagen Jetta SE

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

2022 Volkswagen Jetta SE

Salt Lake City, UT

UnscoredInsufficient · 3
$16,54880,036 mi

Comparison: 3 similar vehicles

Salt Lake City, UT

2023 Volkswagen Jetta SE

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

2023 Volkswagen Jetta SE

Salt Lake City, UT

UnscoredInsufficient · 0
$16,58782,324 mi

Salt Lake City, UT

2023 Volkswagen Jetta Sport

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

2023 Volkswagen Jetta Sport

Salt Lake City, UT

UnscoredInsufficient · 0
$16,80964,100 mi

Salt Lake City, UT

2024 Volkswagen Tiguan S

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

2024 Volkswagen Tiguan S

Salt Lake City, UT

UnscoredInsufficient · 0
$16,99972,000 mi

Salt Lake City, UT

2020 Volkswagen Jetta S

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

2020 Volkswagen Jetta S

Salt Lake City, UT

UnscoredInsufficient · 0
$17,08848,300 mi

Salt Lake City, UT

2019 Volkswagen Jetta SE

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

2019 Volkswagen Jetta SE

Salt Lake City, UT

UnscoredInsufficient · 0
$17,46736,059 mi

Salt Lake City, UT

2022 Volkswagen Jetta SE

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

2022 Volkswagen Jetta SE

Salt Lake City, UT

UnscoredInsufficient · 0
$17,47459,593 mi

Salt Lake City, UT

2021 Volkswagen Atlas SE

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

2021 Volkswagen Atlas SE

Salt Lake City, UT

UnscoredInsufficient · 0
$17,54898,762 mi

Salt Lake City, UT

2021 Volkswagen Atlas SE w/Tech

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

2021 Volkswagen Atlas SE w/Tech

Salt Lake City, UT

Fair PriceLimited · 19
$17,751107,105 mi

Market: $12,995 – $24,388

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Salt Lake City, UT

2022 Volkswagen Taos SE

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

2022 Volkswagen Taos SE

Salt Lake City, UT

UnscoredInsufficient · 3
$17,94844,070 mi

Comparison: 3 similar vehicles

Salt Lake City, UT

2022 Volkswagen Taos SE

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

2022 Volkswagen Taos SE

Salt Lake City, UT

UnscoredInsufficient · 0
$18,13523,543 mi

Salt Lake City, UT

2024 Volkswagen Jetta S

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

2024 Volkswagen Jetta S

Salt Lake City, UT

Fair PriceModerate · 24
$18,15041,318 mi

Market: $15,966 – $18,549

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Salt Lake City, UT

2022 Volkswagen Taos SE

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

2022 Volkswagen Taos SE

Salt Lake City, UT

Fair PriceLimited · 11
$18,39959,470 mi

Market: $14,349 – $18,838

Comparison: 11 similar vehicles

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

Salt Lake City, UT

2023 Volkswagen Tiguan S

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

2023 Volkswagen Tiguan S

Salt Lake City, UT

UnscoredInsufficient · 3
$18,47446,925 mi

Comparison: 3 similar vehicles

Salt Lake City, UT

2023 Volkswagen Tiguan S

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

2023 Volkswagen Tiguan S

Salt Lake City, UT

UnscoredInsufficient · 0
$18,49862,611 mi

Salt Lake City, UT

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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