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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 · November 13, 2026

7.2M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

58 listings found

1984 Honda

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

1984 Honda

Gap, PA

UnscoredInsufficient · 0
$4,99918,249 mi

Gap, PA

2013 Ford Explorer Utility Police Interceptor

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

2013 Ford Explorer Utility Police Interceptor

Gap, PA

Unscored
$6,999204,640 mi

Comparison: 10 similar vehicles

Gap, PA

2010 Mercury Mariner Premier

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

2010 Mercury Mariner Premier

Gap, PA

UnscoredInsufficient · 0
$6,999129,536 mi

Gap, PA

2006 Dodge Grand Caravan SXT

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

2006 Dodge Grand Caravan SXT

Gap, PA

UnscoredInsufficient · 0
$6,99999,221 mi

Gap, PA

2011 Honda Accord LX-P

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

2011 Honda Accord LX-P

Gap, PA

Unscored
$7,900138,890 mi

Comparison: 14 similar vehicles

Gap, PA

2016 Volkswagen Golf SportWagen TSI S

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

2016 Volkswagen Golf SportWagen TSI S

Gap, PA

Fair PriceLimited · 13
$8,900108,400 mi

Market: $7,170 – $11,995

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 345 days listed (based on current market benchmarks)

Gap, PA

2015 Volkswagen Passat Wolfsburg Edition

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

2015 Volkswagen Passat Wolfsburg Edition

Gap, PA

Unscored
$8,999152,146 mi

Comparison: 29 similar vehicles

Gap, PA

2016 Kia Optima EX

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

2016 Kia Optima EX

Gap, PA

Unscored
$10,999181,605 mi

Comparison: 18 similar vehicles

Gap, PA

2012 Lincoln MKT EcoBoost

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

2012 Lincoln MKT EcoBoost

Gap, PA

UnscoredInsufficient · 4
$10,999100,989 mi

Comparison: 4 similar vehicles

Gap, PA

1989 Cadillac Allante

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

1989 Cadillac Allante

Gap, PA

UnscoredInsufficient · 0
$10,99981,004 mi

Gap, PA

1987 Chevrolet Corvette

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

1987 Chevrolet Corvette

Gap, PA

UnscoredInsufficient · 0
$10,999108,433 mi

Gap, PA

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Gap, PA

Fair PriceModerate · 47
$11,750115,089 mi

Market: $7,795 – $15,095

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 345 days listed (based on current market benchmarks)

Gap, PA

2014 Acura RDX Technology Package

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

2014 Acura RDX Technology Package

Gap, PA

Unscored
$11,900132,350 mi

Comparison: 42 similar vehicles

Gap, PA

2016 Toyota Prius v Three

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

2016 Toyota Prius v Three

Gap, PA

UnscoredInsufficient · 0
$13,825135,594 mi

Gap, PA

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

Gap, PA

Fair PriceModerate · 24
$13,82590,307 mi

Market: $6,450 – $19,497

Comparison: 24 similar vehicles

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

Gap, PA

2010 Chevrolet Tahoe LTZ

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

2010 Chevrolet Tahoe LTZ

Gap, PA

UnscoredInsufficient · 4
$13,999164,790 mi

Comparison: 4 similar vehicles

Gap, PA

2010 Chevrolet Avalanche LT

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

2010 Chevrolet Avalanche LT

Gap, PA

Unscored
$13,999132,769 mi

Comparison: 6 similar vehicles

Gap, PA

2020 Kia Sportage S

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

2020 Kia Sportage S

Gap, PA

UnscoredInsufficient · 4
$14,50083,100 mi

Comparison: 4 similar vehicles

Gap, PA

2021 Volkswagen Jetta S

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

2021 Volkswagen Jetta S

Gap, PA

Fair PriceLimited · 15
$16,82552,574 mi

Market: $15,295 – $17,998

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Gap, PA

2022 Ford Escape SE

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

2022 Ford Escape SE

Gap, PA

Unscored
$17,57568,620 mi

Comparison: 7 similar vehicles

Gap, PA

2022 Volkswagen Jetta SE

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

2022 Volkswagen Jetta SE

Gap, PA

UnscoredInsufficient · 4
$18,82550,703 mi

Comparison: 4 similar vehicles

Gap, PA

1985 Cadillac Seville

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

1985 Cadillac Seville

Gap, PA

UnscoredInsufficient · 0
$18,99944,793 mi

Gap, PA

2021 Mazda CX-30 Turbo Premium

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

2021 Mazda CX-30 Turbo Premium

Gap, PA

Fair PriceLimited · 15
$19,52580,003 mi

Market: $19,490 – $23,995

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Gap, PA

2021 Nissan Rogue SV

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

2021 Nissan Rogue SV

Gap, PA

Fair PriceLimited · 10
$19,92553,589 mi

Market: $18,698 – $20,489

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 169 days listed (based on current market benchmarks)

Gap, PA

2022 Ford Bronco Sport Big Bend

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

2022 Ford Bronco Sport Big Bend

Gap, PA

Fair PriceModerate · 28
$20,27576,566 mi

Market: $7,900 – $25,521

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 111 days listed (based on current market benchmarks)

Gap, PA

2023 Volkswagen Taos SE

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

2023 Volkswagen Taos SE

Gap, PA

Fair PriceRobust · 83
$20,67554,114 mi

Market: $16,190 – $22,728

Comparison: 83 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Gap, PA

2021 Toyota Prius LE

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

2021 Toyota Prius LE

Gap, PA

OverpricedLimited · 11
$21,37565,745 mi

Market: $14,500 – $19,581

Comparison: 11 similar vehicles

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

Gap, PA

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

Gap, PA

Fair PriceRobust · 121
$22,75039,786 mi

Market: $18,929 – $27,890

Comparison: 121 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Gap, PA

2019 Chevrolet Traverse 1LT

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

2019 Chevrolet Traverse 1LT

Gap, PA

UnscoredInsufficient · 3
$22,75031,830 mi

Comparison: 3 similar vehicles

Gap, PA

2022 Volkswagen Atlas SEL

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

2022 Volkswagen Atlas SEL

Gap, PA

Fair PriceRobust · 103
$23,35084,406 mi

Market: $19,798 – $31,049

Comparison: 103 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Gap, PA

2018 GMC Canyon SLE

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

2018 GMC Canyon SLE

Gap, PA

Unscored
$23,37563,649 mi

Comparison: 5 similar vehicles

Gap, PA

2025 Chevrolet Equinox LT

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

2025 Chevrolet Equinox LT

Gap, PA

Fair PriceRobust · 56
$25,67532,671 mi

Market: $21,398 – $29,432

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Gap, PA

2023 Jeep Compass High Altitude

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

2023 Jeep Compass High Altitude

Gap, PA

Unscored
$25,85028,183 mi

Comparison: 6 similar vehicles

Gap, PA

2021 Honda Odyssey Touring

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

2021 Honda Odyssey Touring

Gap, PA

Unscored
$27,27591,366 mi

Comparison: 8 similar vehicles

Gap, PA

2019 Ford Ranger XLT

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

2019 Ford Ranger XLT

Gap, PA

UnscoredInsufficient · 0
$27,75020,797 mi

Gap, PA

2020 Ford F-150 XL

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

2020 Ford F-150 XL

Gap, PA

Unscored
$27,82514,824 mi

Comparison: 7 similar vehicles

Gap, PA

2021 RAM 1500 Pickup Big Horn/Lone Star

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

2021 RAM 1500 Pickup Big Horn/Lone Star

Gap, PA

Fair PriceRobust · 102
$28,42590,072 mi

Market: $15,998 – $33,024

Comparison: 102 similar vehicles

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

Gap, PA

2023 Chrysler Pacifica Touring L

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

2023 Chrysler Pacifica Touring L

Gap, PA

OverpricedLimited · 13
$29,52547,559 mi

Market: $21,490 – $26,599

Comparison: 13 similar vehicles

Priced ~11% above the typical market range for similar vehicles (based on current market benchmarks)

Gap, PA

2021 GENESIS GV80 Advanced+

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

2021 GENESIS GV80 Advanced+

Gap, PA

Fair PriceLimited · 12
$29,62577,385 mi

Market: $23,375 – $39,985

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Gap, PA

2021 GMC Sierra 1500 Elevation

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

2021 GMC Sierra 1500 Elevation

Gap, PA

Fair PriceModerate · 24
$29,65089,463 mi

Market: $26,874 – $39,487

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 142 days listed (based on current market benchmarks)

Gap, PA

2023 Jeep Grand Cherokee Limited

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

2023 Jeep Grand Cherokee Limited

Gap, PA

Fair PriceModerate · 21
$29,87529,951 mi

Market: $27,811 – $30,385

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 394 days listed (based on current market benchmarks)

Gap, PA

2020 GMC Yukon XL Denali

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

2020 GMC Yukon XL Denali

Gap, PA

Fair PriceModerate · 23
$31,275100,851 mi

Market: $27,110 – $34,233

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Gap, PA

2025 Chrysler Pacifica Limited

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

2025 Chrysler Pacifica Limited

Gap, PA

Unscored
$31,47544,967 mi

Comparison: 9 similar vehicles

Gap, PA

2020 RAM 2500 Pickup Tradesman

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

2020 RAM 2500 Pickup Tradesman

Gap, PA

UnscoredInsufficient · 3
$32,275124,849 mi

Comparison: 3 similar vehicles

Gap, PA

2023 Nissan Frontier PRO-4X

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

2023 Nissan Frontier PRO-4X

Gap, PA

Fair PriceLimited · 16
$33,37541,846 mi

Market: $32,240 – $38,885

Comparison: 16 similar vehicles

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

Gap, PA

1983 Ford F-350

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

1983 Ford F-350

Gap, PA

UnscoredInsufficient · 0
$34,99964,294 mi

Gap, PA

2019 Ford F-150 Lariat

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

2019 Ford F-150 Lariat

Gap, PA

Fair PriceLimited · 14
$35,65025,352 mi

Market: $36,225 – $36,400

Comparison: 14 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 35 days listed (based on current market benchmarks)

Gap, PA

2020 RAM 2500 Pickup Big Horn

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

2020 RAM 2500 Pickup Big Horn

Gap, PA

UnscoredInsufficient · 4
$35,750111,299 mi

Comparison: 4 similar vehicles

Gap, PA

2022 Jeep Wagoneer Series II

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

2022 Jeep Wagoneer Series II

Gap, PA

Unscored
$35,87556,130 mi

Comparison: 9 similar vehicles

Gap, PA

2022 Chevrolet Silverado 1500 RST

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

2022 Chevrolet Silverado 1500 RST

Gap, PA

Fair PriceRobust · 60
$37,65057,679 mi

Market: $33,495 – $41,733

Comparison: 60 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 117 days listed (based on current market benchmarks)

Gap, PA

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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.
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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