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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

229 listings found

2013 Volkswagen Golf Base

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

2013 Volkswagen Golf Base

St. Louis Park, MN

UnscoredInsufficient · 0
$9,38654,321 mi

St. Louis Park, MN

2017 Volkswagen Golf S

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

2017 Volkswagen Golf S

St. Louis Park, MN

UnscoredInsufficient · 0
$11,145119,752 mi

St. Louis Park, MN

2017 Volkswagen e-Golf SEL Premium

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

2017 Volkswagen e-Golf SEL Premium

St. Louis Park, MN

UnscoredInsufficient · 0
$14,34557,975 mi

St. Louis Park, MN

2024 Volkswagen Jetta Sport

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

2024 Volkswagen Jetta Sport

St. Louis Park, MN

UnscoredInsufficient · 0
$19,34543,243 mi

St. Louis Park, MN

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

St. Louis Park, MN

UnscoredInsufficient · 0
$19,68167,987 mi

St. Louis Park, MN

2017 Volkswagen Golf Alltrack SEL

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

2017 Volkswagen Golf Alltrack SEL

St. Louis Park, MN

UnscoredInsufficient · 0
$19,99543,673 mi

St. Louis Park, MN

2025 Volkswagen Jetta Sport

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

2025 Volkswagen Jetta Sport

St. Louis Park, MN

UnscoredInsufficient · 4
$20,59628,526 mi

Comparison: 4 similar vehicles

St. Louis Park, MN

2023 Volkswagen Jetta SE

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

2023 Volkswagen Jetta SE

St. Louis Park, MN

UnscoredLimited · 5
$20,84529,306 mi

Comparison: 5 similar vehicles

St. Louis Park, MN

2023 Volkswagen ID.4 PRO

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

2023 Volkswagen ID.4 PRO

St. Louis Park, MN

UnscoredInsufficient · 0
$20,99550,757 mi

St. Louis Park, MN

2024 Volkswagen Taos S

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

2024 Volkswagen Taos S

St. Louis Park, MN

UnscoredLimited · 7
$21,34528,967 mi

Comparison: 7 similar vehicles

St. Louis Park, MN

2024 Volkswagen Taos S

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

2024 Volkswagen Taos S

St. Louis Park, MN

UnscoredLimited · 7
$21,34520,990 mi

Comparison: 7 similar vehicles

St. Louis Park, MN

2022 Volkswagen Jetta GLI Autobahn

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

2022 Volkswagen Jetta GLI Autobahn

St. Louis Park, MN

UnscoredInsufficient · 0
$21,34574,760 mi

St. Louis Park, MN

2022 Volkswagen Golf GTI S

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

2022 Volkswagen Golf GTI S

St. Louis Park, MN

UnscoredInsufficient · 0
$21,34581,942 mi

St. Louis Park, MN

2024 Volkswagen Taos S

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

2024 Volkswagen Taos S

St. Louis Park, MN

UnscoredLimited · 7
$21,84524,038 mi

Comparison: 7 similar vehicles

St. Louis Park, MN

2023 Volkswagen Taos S

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

2023 Volkswagen Taos S

St. Louis Park, MN

UnscoredInsufficient · 0
$21,84519,155 mi

St. Louis Park, MN

2022 Volkswagen ID.4 PRO

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

2022 Volkswagen ID.4 PRO

St. Louis Park, MN

UnscoredInsufficient · 0
$21,84534,930 mi

St. Louis Park, MN

2023 Volkswagen Taos S

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

2023 Volkswagen Taos S

St. Louis Park, MN

UnscoredInsufficient · 0
$22,34522,314 mi

St. Louis Park, MN

2022 Volkswagen Tiguan SEL R-LINE

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

2022 Volkswagen Tiguan SEL R-LINE

St. Louis Park, MN

UnscoredInsufficient · 0
$22,34550,232 mi

St. Louis Park, MN

2023 Volkswagen Taos SE

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

2023 Volkswagen Taos SE

St. Louis Park, MN

Fair PriceLimited · 16
$22,84536,161 mi

Market: $21,348 – $23,848

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

St. Louis Park, MN

2022 Volkswagen Tiguan SE

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

2022 Volkswagen Tiguan SE

St. Louis Park, MN

UnscoredInsufficient · 0
$23,34543,132 mi

St. Louis Park, MN

2026 Volkswagen Jetta Sport

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

2026 Volkswagen Jetta Sport

St. Louis Park, MN

UnscoredLimited · 5
$23,8455,053 mi

Comparison: 5 similar vehicles

St. Louis Park, MN

2024 Volkswagen Tiguan S

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

2024 Volkswagen Tiguan S

St. Louis Park, MN

UnscoredInsufficient · 4
$23,84519,967 mi

Comparison: 4 similar vehicles

St. Louis Park, MN

2024 Volkswagen Tiguan S

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

2024 Volkswagen Tiguan S

St. Louis Park, MN

UnscoredInsufficient · 3
$23,84525,478 mi

Comparison: 3 similar vehicles

St. Louis Park, MN

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

St. Louis Park, MN

UnscoredInsufficient · 0
$23,84553,022 mi

St. Louis Park, MN

2023 Volkswagen Tiguan SE

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

2023 Volkswagen Tiguan SE

St. Louis Park, MN

Fair PriceLimited · 10
$23,84543,223 mi

Market: $21,825 – $24,345

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

St. Louis Park, MN

2026 Volkswagen Jetta S

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

2026 Volkswagen Jetta S

St. Louis Park, MN

Fair PriceLimited · 19
$24,120Mileage not verified

Market: $23,035 – $24,985

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 159 days listed (based on current market benchmarks)

St. Louis Park, MN

2023 Volkswagen Atlas Cross Sport SE w/Tech

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

2023 Volkswagen Atlas Cross Sport SE w/Tech

St. Louis Park, MN

UnscoredInsufficient · 0
$24,34562,028 mi

St. Louis Park, MN

2023 Volkswagen ID.4 PRO S

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

2023 Volkswagen ID.4 PRO S

St. Louis Park, MN

Fair PriceLimited · 16
$24,34534,546 mi

Market: $22,970 – $26,348

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

St. Louis Park, MN

2023 Volkswagen Tiguan SE

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

2023 Volkswagen Tiguan SE

St. Louis Park, MN

OverpricedLimited · 10
$24,34544,423 mi

Market: $21,825 – $23,930

Comparison: 10 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

St. Louis Park, MN

2024 Volkswagen Tiguan SE

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

2024 Volkswagen Tiguan SE

St. Louis Park, MN

UnscoredLimited · 7
$25,34535,260 mi

Comparison: 7 similar vehicles

St. Louis Park, MN

2023 Volkswagen Tiguan SEL R-LINE

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

2023 Volkswagen Tiguan SEL R-LINE

St. Louis Park, MN

UnscoredInsufficient · 0
$25,34561,780 mi

St. Louis Park, MN

2026 Volkswagen Jetta Sport

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

2026 Volkswagen Jetta Sport

St. Louis Park, MN

Fair PriceModerate · 32
$25,758Mileage not verified

Market: $23,856 – $26,098

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 193 days listed (based on current market benchmarks)

St. Louis Park, MN

2026 Volkswagen Jetta Sport

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

2026 Volkswagen Jetta Sport

St. Louis Park, MN

Fair PriceModerate · 32
$25,758Mileage not verified

Market: $23,856 – $26,098

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 199 days listed (based on current market benchmarks)

St. Louis Park, MN

2026 Volkswagen Jetta Sport

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

2026 Volkswagen Jetta Sport

St. Louis Park, MN

Fair PriceModerate · 32
$26,098Mileage not verified

Market: $23,856 – $26,098

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 193 days listed (based on current market benchmarks)

St. Louis Park, MN

2026 Volkswagen Taos S

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

2026 Volkswagen Taos S

St. Louis Park, MN

Fair PriceLimited · 16
$27,091Mileage not verified

Market: $25,784 – $29,151

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 193 days listed (based on current market benchmarks)

St. Louis Park, MN

2026 Volkswagen Taos S

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

2026 Volkswagen Taos S

St. Louis Park, MN

Fair PriceLimited · 16
$27,196Mileage not verified

Market: $25,784 – $29,151

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 282 days listed (based on current market benchmarks)

St. Louis Park, MN

2025 Volkswagen Tiguan S

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

2025 Volkswagen Tiguan S

St. Louis Park, MN

UnscoredLimited · 8
$27,3456,929 mi

Comparison: 8 similar vehicles

St. Louis Park, MN

2026 Volkswagen Jetta SE

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

2026 Volkswagen Jetta SE

St. Louis Park, MN

Fair PriceModerate · 27
$27,766Mileage not verified

Market: $26,291 – $29,086

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 155 days listed (based on current market benchmarks)

St. Louis Park, MN

2026 Volkswagen Jetta SE

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

2026 Volkswagen Jetta SE

St. Louis Park, MN

Fair PriceModerate · 27
$28,203Mileage not verified

Market: $26,291 – $29,086

Comparison: 27 similar vehicles

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

St. Louis Park, MN

2024 Volkswagen Jetta GLI 40th Anniversary Edition

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

2024 Volkswagen Jetta GLI 40th Anniversary Edition

St. Louis Park, MN

UnscoredInsufficient · 0
$28,3456,034 mi

St. Louis Park, MN

2027 Volkswagen Jetta Sport

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

2027 Volkswagen Jetta Sport

St. Louis Park, MN

OverpricedLimited · 12
$28,546Mileage not verified

Market: $27,596 – $28,440

Comparison: 12 similar vehicles

St. Louis Park, MN

2026 Volkswagen Taos S

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

2026 Volkswagen Taos S

St. Louis Park, MN

Fair PriceLimited · 16
$28,841Mileage not verified

Market: $25,784 – $29,151

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 235 days listed (based on current market benchmarks)

St. Louis Park, MN

2023 Volkswagen Atlas Cross Sport SEL

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

2023 Volkswagen Atlas Cross Sport SEL

St. Louis Park, MN

UnscoredInsufficient · 3
$28,84544,082 mi

Comparison: 3 similar vehicles

St. Louis Park, MN

2023 Volkswagen ID.4 PRO S PLUS

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

2023 Volkswagen ID.4 PRO S PLUS

St. Louis Park, MN

UnscoredInsufficient · 0
$28,8459,713 mi

St. Louis Park, MN

2025 Volkswagen Taos SE Black

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

2025 Volkswagen Taos SE Black

St. Louis Park, MN

UnscoredInsufficient · 4
$28,9958,340 mi

Comparison: 4 similar vehicles

St. Louis Park, MN

2024 Volkswagen Atlas Cross Sport SE

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

2024 Volkswagen Atlas Cross Sport SE

St. Louis Park, MN

UnscoredInsufficient · 0
$28,99518,837 mi

St. Louis Park, MN

2023 Volkswagen Atlas Cross Sport SE w/Tech

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

2023 Volkswagen Atlas Cross Sport SE w/Tech

St. Louis Park, MN

UnscoredLimited · 8
$28,99533,675 mi

Comparison: 8 similar vehicles

St. Louis Park, MN

2025 Volkswagen Taos SE Black

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

2025 Volkswagen Taos SE Black

St. Louis Park, MN

UnscoredInsufficient · 4
$29,3456,794 mi

Comparison: 4 similar vehicles

St. Louis Park, MN

2025 Volkswagen Taos SE Black

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

2025 Volkswagen Taos SE Black

St. Louis Park, MN

UnscoredInsufficient · 4
$29,3455,122 mi

Comparison: 4 similar vehicles

St. Louis Park, MN

2025 Volkswagen Taos SEL

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

2025 Volkswagen Taos SEL

St. Louis Park, MN

UnscoredLimited · 5
$29,3455,921 mi

Comparison: 5 similar vehicles

St. Louis Park, MN

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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