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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 9, 2026

7.3M+

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

1,433 listings found

2012 Ford Focus SEL

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

2012 Ford Focus SEL

White Marsh, MD

Unscored
$4,700121,525 mi

Comparison: 22 similar vehicles

White Marsh, MD

2012 Ford Focus SE

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

2012 Ford Focus SE

White Marsh, MD

UnscoredInsufficient · 3
$4,848119,263 mi

Comparison: 3 similar vehicles

White Marsh, MD

2011 Jeep Grand Cherokee Laredo

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

2011 Jeep Grand Cherokee Laredo

White Marsh, MD

Unscored
$5,740170,251 mi

Comparison: 6 similar vehicles

White Marsh, MD

2017 Ford Taurus

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

2017 Ford Taurus

White Marsh, MD

UnscoredInsufficient · 0
$5,900149,645 mi

White Marsh, MD

2015 Ford Escape SE

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

2015 Ford Escape SE

White Marsh, MD

Unscored
$5,909126,819 mi

Comparison: 5 similar vehicles

White Marsh, MD

2015 Ford Focus SE

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

2015 Ford Focus SE

White Marsh, MD

Unscored
$6,300104,751 mi

Comparison: 7 similar vehicles

White Marsh, MD

2016 Ford Transit Connect XL

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

2016 Ford Transit Connect XL

White Marsh, MD

UnscoredInsufficient · 4
$6,500209,514 mi

Comparison: 4 similar vehicles

White Marsh, MD

2017 Nissan Rogue S

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

2017 Nissan Rogue S

White Marsh, MD

Unscored
$7,400131,233 mi

Comparison: 14 similar vehicles

White Marsh, MD

2016 Ford Explorer Utility Police Interceptor

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

2016 Ford Explorer Utility Police Interceptor

White Marsh, MD

Unscored
$8,000120,065 mi

Comparison: 24 similar vehicles

White Marsh, MD

2016 Chevrolet Silverado 1500 Work Truck 1WT

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

2016 Chevrolet Silverado 1500 Work Truck 1WT

White Marsh, MD

Unscored
$8,000223,137 mi

Comparison: 16 similar vehicles

White Marsh, MD

2017 RAM 1500 Pickup Tradesman

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

2017 RAM 1500 Pickup Tradesman

White Marsh, MD

Unscored
$8,500212,223 mi

Comparison: 38 similar vehicles

White Marsh, MD

2020 Ford Explorer Utility Police Interceptor

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

2020 Ford Explorer Utility Police Interceptor

White Marsh, MD

Unscored
$9,600149,709 mi

Comparison: 5 similar vehicles

White Marsh, MD

2019 Dodge Charger Police

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

2019 Dodge Charger Police

White Marsh, MD

Unscored
$9,600137,272 mi

Comparison: 9 similar vehicles

White Marsh, MD

2020 Chevrolet Trax LS

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

2020 Chevrolet Trax LS

White Marsh, MD

Unscored
$9,80074,950 mi

Comparison: 5 similar vehicles

White Marsh, MD

2012 Honda Civic EX

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

2012 Honda Civic EX

White Marsh, MD

Unscored
$9,950115,117 mi

Comparison: 9 similar vehicles

White Marsh, MD

2016 Kia Soul +

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

2016 Kia Soul +

White Marsh, MD

Fair PriceLimited · 10
$9,998115,492 mi

Market: $9,399 – $12,599

Comparison: 10 similar vehicles

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

White Marsh, MD

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

White Marsh, MD

Fair PriceLimited · 13
$10,01675,617 mi

Market: $10,399 – $14,000

Comparison: 13 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 59 days listed (based on current market benchmarks)

White Marsh, MD

2018 Chevrolet Trax LS

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

2018 Chevrolet Trax LS

White Marsh, MD

UnscoredInsufficient · 3
$10,30077,619 mi

Comparison: 3 similar vehicles

White Marsh, MD

2020 Hyundai Kona SE

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

2020 Hyundai Kona SE

White Marsh, MD

Unscored
$10,70099,915 mi

Comparison: 7 similar vehicles

White Marsh, MD

2012 Dodge Durango Citadel

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

2012 Dodge Durango Citadel

White Marsh, MD

OverpricedLimited · 19
$10,850126,127 mi

Market: $3,999 – $7,995

Comparison: 19 similar vehicles

Priced ~36% above the typical market range for similar vehicles (based on current market benchmarks)

White Marsh, MD

2019 Chevrolet Tahoe Fleet

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

2019 Chevrolet Tahoe Fleet

White Marsh, MD

Unscored
$11,250154,880 mi

Comparison: 17 similar vehicles

White Marsh, MD

2020 Kia Soul S

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

2020 Kia Soul S

White Marsh, MD

Fair PriceLimited · 15
$11,300100,751 mi

Market: $9,850 – $13,214

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

White Marsh, MD

2016 Kia Soul +

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

2016 Kia Soul +

White Marsh, MD

Fair PriceLimited · 10
$11,30071,783 mi

Market: $9,399 – $12,599

Comparison: 10 similar vehicles

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

White Marsh, MD

2024 Nissan Sentra S

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

2024 Nissan Sentra S

White Marsh, MD

Unscored
$11,375138,249 mi

Comparison: 12 similar vehicles

White Marsh, MD

2016 Kia Sorento LX

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

2016 Kia Sorento LX

White Marsh, MD

Fair PriceLimited · 10
$11,499106,242 mi

Market: $6,798 – $12,798

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

White Marsh, MD

2019 Nissan NV200 SV

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

2019 Nissan NV200 SV

White Marsh, MD

Unscored
$11,789207,220 mi

Comparison: 6 similar vehicles

White Marsh, MD

2017 Jeep Cherokee Latitude

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

2017 Jeep Cherokee Latitude

White Marsh, MD

Fair PriceModerate · 23
$11,998104,129 mi

Market: $9,995 – $16,000

Comparison: 23 similar vehicles

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

White Marsh, MD

2017 Nissan Rogue S

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

2017 Nissan Rogue S

White Marsh, MD

Unscored
$11,998121,913 mi

Comparison: 14 similar vehicles

White Marsh, MD

2022 RAM Promaster City Base

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

2022 RAM Promaster City Base

White Marsh, MD

Unscored
$12,000121,298 mi

Comparison: 35 similar vehicles

White Marsh, MD

2021 Hyundai IONIQ SEL

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

2021 Hyundai IONIQ SEL

White Marsh, MD

UnscoredInsufficient · 4
$12,04481,707 mi

Comparison: 4 similar vehicles

White Marsh, MD

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

White Marsh, MD

Fair PriceLimited · 13
$12,599107,909 mi

Market: $10,016 – $14,000

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 143 days listed (based on current market benchmarks)

White Marsh, MD

2024 Mitsubishi Mirage ES

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

2024 Mitsubishi Mirage ES

White Marsh, MD

Fair PriceModerate · 45
$12,97557,397 mi

Market: $12,398 – $15,845

Comparison: 45 similar vehicles

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

White Marsh, MD

2017 Jeep Cherokee Latitude

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

2017 Jeep Cherokee Latitude

White Marsh, MD

Fair PriceModerate · 23
$12,998115,335 mi

Market: $9,995 – $16,000

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

White Marsh, MD

2017 Ford Escape SE

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

2017 Ford Escape SE

White Marsh, MD

Fair PriceModerate · 49
$12,99875,965 mi

Market: $5,999 – $13,995

Comparison: 49 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

White Marsh, MD

2015 Volkswagen Jetta S

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

2015 Volkswagen Jetta S

White Marsh, MD

UnscoredInsufficient · 4
$12,99869,744 mi

Comparison: 4 similar vehicles

White Marsh, MD

2017 Chevrolet City Express 1LS

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

2017 Chevrolet City Express 1LS

White Marsh, MD

UnscoredInsufficient · 4
$13,14987,840 mi

Comparison: 4 similar vehicles

White Marsh, MD

2022 Nissan Altima S

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

2022 Nissan Altima S

White Marsh, MD

Unscored
$13,150106,011 mi

Comparison: 8 similar vehicles

White Marsh, MD

2024 Mitsubishi Mirage ES

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

2024 Mitsubishi Mirage ES

White Marsh, MD

Fair PriceLimited · 13
$13,26425,816 mi

Market: $11,995 – $17,695

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

White Marsh, MD

2018 Land Rover Discovery SE

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

2018 Land Rover Discovery SE

White Marsh, MD

Unscored
$13,490105,635 mi

Comparison: 8 similar vehicles

White Marsh, MD

2018 Nissan Altima SR

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

2018 Nissan Altima SR

White Marsh, MD

Unscored
$13,599120,531 mi

Comparison: 7 similar vehicles

White Marsh, MD

2024 Nissan Sentra S

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

2024 Nissan Sentra S

White Marsh, MD

Fair PriceLimited · 12
$13,950116,796 mi

Market: $11,375 – $18,595

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

White Marsh, MD

2020 Hyundai Elantra SEL

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

2020 Hyundai Elantra SEL

White Marsh, MD

Fair PriceModerate · 44
$13,99896,742 mi

Market: $7,950 – $17,995

Comparison: 44 similar vehicles

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

White Marsh, MD

2019 Volkswagen Jetta S

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

2019 Volkswagen Jetta S

White Marsh, MD

Fair PriceModerate · 25
$13,99899,195 mi

Market: $7,465 – $14,394

Comparison: 25 similar vehicles

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

White Marsh, MD

2019 Hyundai Sonata SE

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

2019 Hyundai Sonata SE

White Marsh, MD

UnscoredInsufficient · 4
$13,99894,009 mi

Comparison: 4 similar vehicles

White Marsh, MD

2018 Hyundai Elantra Value Edition

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

2018 Hyundai Elantra Value Edition

White Marsh, MD

OverpricedLimited · 12
$13,998101,009 mi

Market: $6,776 – $9,995

Comparison: 12 similar vehicles

Priced ~40% above the typical market range for similar vehicles (based on current market benchmarks)

White Marsh, MD

2018 Hyundai Elantra GT

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

2018 Hyundai Elantra GT

White Marsh, MD

Fair PriceLimited · 13
$13,99887,910 mi

Market: $8,965 – $14,999

Comparison: 13 similar vehicles

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

White Marsh, MD

2017 Nissan Sentra SR

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

2017 Nissan Sentra SR

White Marsh, MD

Unscored
$13,99872,088 mi

Comparison: 9 similar vehicles

White Marsh, MD

2016 Nissan Rogue S

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

2016 Nissan Rogue S

White Marsh, MD

OverpricedModerate · 21
$13,99881,788 mi

Market: $5,995 – $11,344

Comparison: 21 similar vehicles

Priced ~23% above the typical market range for similar vehicles (based on current market benchmarks)

White Marsh, MD

2015 Subaru Forester i Limited

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

2015 Subaru Forester i Limited

White Marsh, MD

Fair PriceModerate · 24
$13,998104,180 mi

Market: $8,500 – $15,998

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

White Marsh, MD

2015 Volvo S60 T5 Platinum

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

2015 Volvo S60 T5 Platinum

White Marsh, MD

Unscored
$13,99871,888 mi

Comparison: 8 similar vehicles

White Marsh, MD

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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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