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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

88 listings found

2015 Volkswagen e-Golf Limited Edition

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

2015 Volkswagen e-Golf Limited Edition

Trenton, OH

UnscoredInsufficient · 0
$13,59039,881 mi

Trenton, OH

2015 Volkswagen Passat SEL Premium

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

2015 Volkswagen Passat SEL Premium

Trenton, OH

UnscoredLimited · 5
$14,59063,097 mi

Comparison: 5 similar vehicles

Trenton, OH

2016 Volkswagen Golf TSI S

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

2016 Volkswagen Golf TSI S

Trenton, OH

UnscoredLimited · 8
$14,99082,817 mi

Comparison: 8 similar vehicles

Trenton, OH

2021 Volkswagen Atlas S

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

2021 Volkswagen Atlas S

Trenton, OH

UnscoredLimited · 10
$15,590104,440 mi

Comparison: 10 similar vehicles

Trenton, OH

2022 Volkswagen Tiguan SE

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

2022 Volkswagen Tiguan SE

Trenton, OH

UnscoredModerate · 24
$15,990104,581 mi

Comparison: 24 similar vehicles

Trenton, OH

2021 Volkswagen Tiguan S

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

2021 Volkswagen Tiguan S

Trenton, OH

Fair PriceModerate · 26
$15,99067,691 mi

Market: $12,887 – $16,998

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Trenton, OH

2021 Volkswagen Tiguan SE

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

2021 Volkswagen Tiguan SE

Trenton, OH

Fair PriceModerate · 20
$16,59091,079 mi

Market: $13,995 – $19,998

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Trenton, OH

2012 Volkswagen Eos Lux

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

2012 Volkswagen Eos Lux

Trenton, OH

UnscoredInsufficient · 0
$16,59041,155 mi

Trenton, OH

2022 Volkswagen Taos S

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

2022 Volkswagen Taos S

Trenton, OH

UnscoredInsufficient · 4
$16,99060,213 mi

Comparison: 4 similar vehicles

Trenton, OH

2019 Volkswagen Atlas SE w/Tech

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

2019 Volkswagen Atlas SE w/Tech

Trenton, OH

UnscoredLimited · 9
$16,99092,294 mi

Comparison: 9 similar vehicles

Trenton, OH

2024 Volkswagen Taos S

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

2024 Volkswagen Taos S

Trenton, OH

UnscoredInsufficient · 4
$17,59076,180 mi

Comparison: 4 similar vehicles

Trenton, OH

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

Trenton, OH

UnscoredInsufficient · 4
$17,59079,380 mi

Comparison: 4 similar vehicles

Trenton, OH

2014 Volkswagen Beetle R-Line

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

2014 Volkswagen Beetle R-Line

Trenton, OH

OverpricedModerate · 25
$17,99067,851 mi

Market: $14,995 – $17,078

Comparison: 25 similar vehicles

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

Trenton, OH

2020 Volkswagen Tiguan SE

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

2020 Volkswagen Tiguan SE

Trenton, OH

OverpricedLimited · 19
$18,59063,410 mi

Market: $11,475 – $16,990

Comparison: 19 similar vehicles

Priced ~9% above the typical market range for similar vehicles (based on current market benchmarks)

Trenton, OH

2025 Volkswagen Taos S

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

2025 Volkswagen Taos S

Trenton, OH

UnscoredInsufficient · 0
$18,99050,108 mi

Trenton, OH

2024 Volkswagen Taos S

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

2024 Volkswagen Taos S

Trenton, OH

UnscoredLimited · 6
$18,99056,343 mi

Comparison: 6 similar vehicles

Trenton, OH

2022 Volkswagen Taos SE

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

2022 Volkswagen Taos SE

Trenton, OH

UnscoredLimited · 5
$18,99037,535 mi

Comparison: 5 similar vehicles

Trenton, OH

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

Trenton, OH

Fair PriceModerate · 36
$18,99079,744 mi

Market: $15,647 – $20,197

Comparison: 36 similar vehicles

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

Trenton, OH

2016 Volkswagen Golf TSI S

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

2016 Volkswagen Golf TSI S

Trenton, OH

UnscoredInsufficient · 0
$18,99016,779 mi

Trenton, OH

2023 Volkswagen Tiguan S

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

2023 Volkswagen Tiguan S

Trenton, OH

UnscoredLimited · 15
$19,59036,172 mi

Comparison: 15 similar vehicles

Trenton, OH

2019 Volkswagen Jetta SEL

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

2019 Volkswagen Jetta SEL

Trenton, OH

UnscoredInsufficient · 0
$19,59045,504 mi

Trenton, OH

2025 Volkswagen Taos S

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

2025 Volkswagen Taos S

Trenton, OH

Fair PriceModerate · 29
$19,99040,465 mi

Market: $19,398 – $22,310

Comparison: 29 similar vehicles

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

Trenton, OH

2025 Volkswagen Taos SE

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

2025 Volkswagen Taos SE

Trenton, OH

UnscoredLimited · 5
$19,99046,182 mi

Comparison: 5 similar vehicles

Trenton, OH

2025 Volkswagen Taos SE

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

2025 Volkswagen Taos SE

Trenton, OH

UnscoredLimited · 5
$19,99043,304 mi

Comparison: 5 similar vehicles

Trenton, OH

2025 Volkswagen Jetta Sport

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

2025 Volkswagen Jetta Sport

Trenton, OH

Fair PriceLimited · 15
$19,99025,377 mi

Market: $19,210 – $20,998

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Trenton, OH

2023 Volkswagen Taos SE

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

2023 Volkswagen Taos SE

Trenton, OH

UnscoredModerate · 28
$19,99047,812 mi

Comparison: 28 similar vehicles

Trenton, OH

2020 Volkswagen Atlas Cross Sport S

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

2020 Volkswagen Atlas Cross Sport S

Trenton, OH

OverpricedModerate · 24
$19,99080,969 mi

Market: $16,932 – $17,330

Comparison: 24 similar vehicles

Priced ~15% above the typical market range for similar vehicles (based on current market benchmarks)

Trenton, OH

2025 Volkswagen Taos S

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

2025 Volkswagen Taos S

Trenton, OH

UnscoredModerate · 20
$20,59027,399 mi

Comparison: 20 similar vehicles

Trenton, OH

2025 Volkswagen Jetta Sport

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

2025 Volkswagen Jetta Sport

Trenton, OH

Fair PriceRobust · 57
$20,59038,222 mi

Market: $18,500 – $22,020

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Trenton, OH

2021 Volkswagen ID.4 PRO S

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

2021 Volkswagen ID.4 PRO S

Trenton, OH

OverpricedLimited · 10
$20,59074,503 mi

Market: $15,900 – $20,397

Comparison: 10 similar vehicles

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

Trenton, OH

2020 Volkswagen Atlas Cross Sport SE w/Tech

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

2020 Volkswagen Atlas Cross Sport SE w/Tech

Trenton, OH

OverpricedLimited · 17
$20,59069,575 mi

Market: $10,567 – $20,245

Comparison: 17 similar vehicles

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

Trenton, OH

2020 Volkswagen Atlas Cross Sport SEL Premium R-Line

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

2020 Volkswagen Atlas Cross Sport SEL Premium R-Line

Trenton, OH

UnscoredLimited · 7
$20,590103,852 mi

Comparison: 7 similar vehicles

Trenton, OH

2016 Volkswagen Touareg Lux

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

2016 Volkswagen Touareg Lux

Trenton, OH

UnscoredInsufficient · 0
$20,59090,053 mi

Trenton, OH

2025 Volkswagen Taos S

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

2025 Volkswagen Taos S

Trenton, OH

Great DealModerate · 36
$20,99019,698 mi

Market: $21,990 – $23,923

Comparison: 36 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 44 days listed (based on current market benchmarks)

Trenton, OH

2022 Volkswagen Taos SE

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

2022 Volkswagen Taos SE

Trenton, OH

UnscoredLimited · 5
$20,99030,716 mi

Comparison: 5 similar vehicles

Trenton, OH

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

Trenton, OH

Fair PriceRobust · 51
$20,99078,275 mi

Market: $14,799 – $22,990

Comparison: 51 similar vehicles

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

Trenton, OH

2024 Volkswagen Tiguan SE

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

2024 Volkswagen Tiguan SE

Trenton, OH

Fair PriceModerate · 36
$21,59040,696 mi

Market: $20,251 – $23,245

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Trenton, OH

2024 Volkswagen Tiguan SE

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

2024 Volkswagen Tiguan SE

Trenton, OH

Fair PriceModerate · 36
$21,59049,749 mi

Market: $20,251 – $23,245

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Trenton, OH

2024 Volkswagen Tiguan Wolfsburg Edition

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

2024 Volkswagen Tiguan Wolfsburg Edition

Trenton, OH

Fair PriceModerate · 20
$21,59044,507 mi

Market: $20,390 – $23,417

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Trenton, OH

2024 Volkswagen Taos S

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

2024 Volkswagen Taos S

Trenton, OH

UnscoredLimited · 15
$21,59012,231 mi

Comparison: 15 similar vehicles

Trenton, OH

2022 Volkswagen Tiguan SE R-LINE BLACK

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

2022 Volkswagen Tiguan SE R-LINE BLACK

Trenton, OH

OverpricedModerate · 30
$21,59065,995 mi

Market: $16,331 – $20,591

Comparison: 30 similar vehicles

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

Trenton, OH

2025 Volkswagen Taos S

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

2025 Volkswagen Taos S

Trenton, OH

Fair PriceModerate · 36
$21,99012,774 mi

Market: $20,990 – $23,923

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Trenton, OH

2025 Volkswagen Taos S

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

2025 Volkswagen Taos S

Trenton, OH

Fair PriceModerate · 36
$21,99017,020 mi

Market: $20,990 – $23,923

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Trenton, OH

2025 Volkswagen Taos SE

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

2025 Volkswagen Taos SE

Trenton, OH

Fair PriceModerate · 35
$21,99034,160 mi

Market: $19,990 – $26,450

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Trenton, OH

2022 Volkswagen Atlas SE w/Tech

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

2022 Volkswagen Atlas SE w/Tech

Trenton, OH

Fair PriceModerate · 28
$21,99075,625 mi

Market: $18,673 – $25,995

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Trenton, OH

2021 Volkswagen Golf GTI S

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

2021 Volkswagen Golf GTI S

Trenton, OH

UnscoredInsufficient · 0
$21,99053,324 mi

Trenton, OH

2025 Volkswagen Taos SE

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

2025 Volkswagen Taos SE

Trenton, OH

Fair PriceLimited · 13
$22,99020,247 mi

Market: $21,940 – $23,897

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Trenton, OH

2024 Volkswagen Tiguan SE

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

2024 Volkswagen Tiguan SE

Trenton, OH

UnscoredRobust · 54
$22,99027,741 mi

Comparison: 54 similar vehicles

Trenton, OH

2024 Volkswagen Jetta SEL

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

2024 Volkswagen Jetta SEL

Trenton, OH

UnscoredInsufficient · 0
$22,99030,668 mi

Trenton, OH

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

Trenton, OH

OverpricedRobust · 51
$22,99065,399 mi

Market: $14,799 – $21,395

Comparison: 51 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Trenton, OH

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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