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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 7, 2026

7.1M+

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

99 listings found

2007 Kia New Optima EX

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

2007 Kia New Optima EX

Kingsville, MD

UnscoredInsufficient · 0
$5,979186,869 mi

Kingsville, MD

2010 Nissan Rogue S

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

2010 Nissan Rogue S

Kingsville, MD

OverpricedLimited · 16
$7,990165,938 mi

Market: $2,000 – $6,998

Comparison: 16 similar vehicles

Priced ~14% above the typical market range for similar vehicles (based on current market benchmarks)

Kingsville, MD

2015 smart fortwo passion

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

2015 smart fortwo passion

Kingsville, MD

UnscoredInsufficient · 0
$7,99588,116 mi

Kingsville, MD

2014 BMW X1 35i

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

2014 BMW X1 35i

Kingsville, MD

UnscoredInsufficient · 0
$8,495104,407 mi

Kingsville, MD

2010 Chevrolet Malibu Fleet

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

2010 Chevrolet Malibu Fleet

Kingsville, MD

Unscored
$8,599114,606 mi

Comparison: 5 similar vehicles

Kingsville, MD

2017 Jeep Patriot Sport

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

2017 Jeep Patriot Sport

Kingsville, MD

Fair PriceModerate · 36
$8,62884,284 mi

Market: $5,999 – $12,995

Comparison: 36 similar vehicles

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

Kingsville, MD

2009 Audi A4 Base

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

2009 Audi A4 Base

Kingsville, MD

UnscoredInsufficient · 3
$8,995121,035 mi

Comparison: 3 similar vehicles

Kingsville, MD

2002 Chevrolet Express BASE

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

2002 Chevrolet Express BASE

Kingsville, MD

Unscored
$9,59083,986 mi

Comparison: 5 similar vehicles

Kingsville, MD

2015 Nissan Altima SV

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

2015 Nissan Altima SV

Kingsville, MD

Fair PriceLimited · 10
$9,795114,815 mi

Market: $7,997 – $12,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 266 days listed (based on current market benchmarks)

Kingsville, MD

2015 Ford E-Series Cutaway Base

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

2015 Ford E-Series Cutaway Base

Kingsville, MD

Unscored
$9,995225,350 mi

Comparison: 20 similar vehicles

Kingsville, MD

2016 Chevrolet Equinox LTZ

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

2016 Chevrolet Equinox LTZ

Kingsville, MD

Fair PriceModerate · 22
$12,34484,903 mi

Market: $6,899 – $12,995

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Kingsville, MD

2018 Mitsubishi Outlander LE

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

2018 Mitsubishi Outlander LE

Kingsville, MD

Fair PriceLimited · 12
$12,98795,437 mi

Market: $4,700 – $14,995

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Kingsville, MD

2017 Hyundai Tucson Eco

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

2017 Hyundai Tucson Eco

Kingsville, MD

Fair PriceModerate · 32
$13,98779,644 mi

Market: $8,999 – $16,998

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Kingsville, MD

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Kingsville, MD

UnscoredInsufficient · 0
$14,48742,273 mi

Kingsville, MD

2017 BMW X3 xDrive28i

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

2017 BMW X3 xDrive28i

Kingsville, MD

Fair PriceLimited · 10
$14,62266,009 mi

Market: $12,080 – $17,481

Comparison: 10 similar vehicles

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

Kingsville, MD

2021 Mitsubishi Outlander Sport LE

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

2021 Mitsubishi Outlander Sport LE

Kingsville, MD

UnscoredInsufficient · 3
$14,89751,722 mi

Comparison: 3 similar vehicles

Kingsville, MD

2017 Kia Sorento EX

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

2017 Kia Sorento EX

Kingsville, MD

UnscoredInsufficient · 3
$14,98763,497 mi

Comparison: 3 similar vehicles

Kingsville, MD

2016 Jeep Cherokee Sport

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

2016 Jeep Cherokee Sport

Kingsville, MD

OverpricedModerate · 21
$14,99568,792 mi

Market: $2,900 – $14,500

Comparison: 21 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Kingsville, MD

2016 Jeep Grand Cherokee Limited

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

2016 Jeep Grand Cherokee Limited

Kingsville, MD

Unscored
$14,996100,195 mi

Comparison: 7 similar vehicles

Kingsville, MD

2020 Jeep Cherokee Latitude

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

2020 Jeep Cherokee Latitude

Kingsville, MD

Fair PriceRobust · 59
$15,36874,483 mi

Market: $9,700 – $19,195

Comparison: 59 similar vehicles

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

Kingsville, MD

2021 Hyundai Tucson Value

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

2021 Hyundai Tucson Value

Kingsville, MD

Fair PriceModerate · 39
$15,48782,426 mi

Market: $10,999 – $19,085

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Kingsville, MD

2019 Nissan Rogue Sport S

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

2019 Nissan Rogue Sport S

Kingsville, MD

UnscoredInsufficient · 0
$15,48755,080 mi

Kingsville, MD

2018 Hyundai Sonata SEL

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

2018 Hyundai Sonata SEL

Kingsville, MD

Unscored
$15,55082,492 mi

Comparison: 6 similar vehicles

Kingsville, MD

2020 Volkswagen Jetta R-Line

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

2020 Volkswagen Jetta R-Line

Kingsville, MD

Fair PriceLimited · 16
$15,95276,089 mi

Market: $15,300 – $16,400

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Kingsville, MD

2021 Hyundai Elantra N Line

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

2021 Hyundai Elantra N Line

Kingsville, MD

Fair PriceModerate · 21
$15,98790,187 mi

Market: $12,250 – $20,979

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Kingsville, MD

2018 Jeep Grand Cherokee Limited Sterling Edition

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

2018 Jeep Grand Cherokee Limited Sterling Edition

Kingsville, MD

Fair PriceLimited · 14
$15,98797,720 mi

Market: $13,480 – $18,998

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Kingsville, MD

2017 Land Rover Range Rover Sport HSE

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

2017 Land Rover Range Rover Sport HSE

Kingsville, MD

Fair PriceModerate · 33
$15,98793,746 mi

Market: $12,000 – $21,903

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Kingsville, MD

2019 Ford Edge ST

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

2019 Ford Edge ST

Kingsville, MD

Fair PriceRobust · 51
$16,89761,586 mi

Market: $13,732 – $22,590

Comparison: 51 similar vehicles

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

Kingsville, MD

2021 Jeep Compass 80th Spec. Edition

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

2021 Jeep Compass 80th Spec. Edition

Kingsville, MD

Fair PriceModerate · 31
$16,98366,656 mi

Market: $11,288 – $19,795

Comparison: 31 similar vehicles

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

Kingsville, MD

2020 Nissan Rogue SL

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

2020 Nissan Rogue SL

Kingsville, MD

Fair PriceModerate · 20
$16,99784,513 mi

Market: $16,600 – $19,998

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Kingsville, MD

2020 Ford Transit Connect XL

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

2020 Ford Transit Connect XL

Kingsville, MD

UnscoredInsufficient · 4
$16,99790,580 mi

Comparison: 4 similar vehicles

Kingsville, MD

2013 Chevrolet Express G3500

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

2013 Chevrolet Express G3500

Kingsville, MD

UnscoredInsufficient · 0
$17,751127,594 mi

Kingsville, MD

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Kingsville, MD

Fair PriceModerate · 30
$17,83865,455 mi

Market: $15,796 – $24,135

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Kingsville, MD

2022 Hyundai Tucson SEL

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

2022 Hyundai Tucson SEL

Kingsville, MD

Fair PriceModerate · 49
$17,98787,529 mi

Market: $16,363 – $25,521

Comparison: 49 similar vehicles

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

Kingsville, MD

2023 Chrysler Voyager LX

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

2023 Chrysler Voyager LX

Kingsville, MD

Fair PriceModerate · 22
$18,14878,482 mi

Market: $16,700 – $23,500

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Kingsville, MD

2021 Chevrolet Colorado LT

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

2021 Chevrolet Colorado LT

Kingsville, MD

Unscored
$18,48766,963 mi

Comparison: 5 similar vehicles

Kingsville, MD

2021 Volkswagen Jetta S

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

2021 Volkswagen Jetta S

Kingsville, MD

UnscoredInsufficient · 0
$18,48724,847 mi

Kingsville, MD

2019 Mercedes-Benz GLC GLC300

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

2019 Mercedes-Benz GLC GLC300

Kingsville, MD

Unscored
$18,48779,754 mi

Comparison: 6 similar vehicles

Kingsville, MD

2023 Volkswagen Jetta Sport

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

2023 Volkswagen Jetta Sport

Kingsville, MD

UnscoredInsufficient · 4
$18,63739,089 mi

Comparison: 4 similar vehicles

Kingsville, MD

2024 Chevrolet Trax RS

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

2024 Chevrolet Trax RS

Kingsville, MD

Fair PriceLimited · 18
$18,67949,768 mi

Market: $18,300 – $21,799

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Kingsville, MD

2015 Chevrolet Suburban LT

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

2015 Chevrolet Suburban LT

Kingsville, MD

Unscored
$18,858161,260 mi

Comparison: 32 similar vehicles

Kingsville, MD

2019 Chevrolet Express Cargo Work Van

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

2019 Chevrolet Express Cargo Work Van

Kingsville, MD

Unscored
$18,88779,251 mi

Comparison: 7 similar vehicles

Kingsville, MD

2017 Nissan Frontier SV

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

2017 Nissan Frontier SV

Kingsville, MD

Fair PriceRobust · 97
$18,95864,599 mi

Market: $7,900 – $20,485

Comparison: 97 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Kingsville, MD

2025 Nissan Sentra SV

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

2025 Nissan Sentra SV

Kingsville, MD

Fair PriceModerate · 33
$18,98733,631 mi

Market: $16,640 – $22,520

Comparison: 33 similar vehicles

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

Kingsville, MD

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

Kingsville, MD

Fair PriceModerate · 42
$18,98787,642 mi

Market: $16,615 – $25,489

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Kingsville, MD

2022 Honda HR-V LX

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

2022 Honda HR-V LX

Kingsville, MD

Fair PriceModerate · 37
$18,98741,790 mi

Market: $16,999 – $22,849

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Kingsville, MD

2017 Cadillac ATS Sedan Premium Luxury

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

2017 Cadillac ATS Sedan Premium Luxury

Kingsville, MD

UnscoredInsufficient · 0
$18,98786,859 mi

Kingsville, MD

2021 GMC Acadia SLE

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

2021 GMC Acadia SLE

Kingsville, MD

Great DealLimited · 11
$18,99787,978 mi

Market: $20,490 – $28,854

Comparison: 11 similar vehicles

Competitively priced ~7% below the typical range compared to similar vehicles · 38 days listed (based on current market benchmarks)

Kingsville, MD

2019 Jeep Grand Cherokee Limited X

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

2019 Jeep Grand Cherokee Limited X

Kingsville, MD

Fair PriceModerate · 36
$19,45786,029 mi

Market: $10,994 – $22,393

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Kingsville, MD

2024 Hyundai Elantra SEL

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

2024 Hyundai Elantra SEL

Kingsville, MD

Fair PriceLimited · 18
$19,48723,655 mi

Market: $19,800 – $20,985

Comparison: 18 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 4 days listed (based on current market benchmarks)

Kingsville, MD

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 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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