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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

305 listings found

2012 Chrysler 200 Limited

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

2012 Chrysler 200 Limited

Strongsville, OH

Unscored
$2,248136,096 mi

Comparison: 22 similar vehicles

Strongsville, OH

2010 Kia Forte EX

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

2010 Kia Forte EX

Strongsville, OH

Unscored
$3,248124,305 mi

Comparison: 11 similar vehicles

Strongsville, OH

2011 Mazda MAZDA3 s Sport

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

2011 Mazda MAZDA3 s Sport

Strongsville, OH

Unscored
$3,848143,068 mi

Comparison: 7 similar vehicles

Strongsville, OH

2014 Nissan Altima S

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

2014 Nissan Altima S

Strongsville, OH

Unscored
$4,348115,793 mi

Comparison: 6 similar vehicles

Strongsville, OH

2017 Chevrolet Traverse 2LT

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

2017 Chevrolet Traverse 2LT

Strongsville, OH

Unscored
$7,797118,209 mi

Comparison: 5 similar vehicles

Strongsville, OH

2019 Ford Ecosport SE

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

2019 Ford Ecosport SE

Strongsville, OH

Unscored
$11,64771,808 mi

Comparison: 7 similar vehicles

Strongsville, OH

2018 Ford Focus Titanium

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

2018 Ford Focus Titanium

Strongsville, OH

OverpricedLimited · 14
$12,29861,368 mi

Market: $3,500 – $11,999

Comparison: 14 similar vehicles

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

Strongsville, OH

2017 GMC Acadia Limited Base

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

2017 GMC Acadia Limited Base

Strongsville, OH

Fair PriceLimited · 12
$12,44080,932 mi

Market: $4,900 – $14,495

Comparison: 12 similar vehicles

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

Strongsville, OH

2014 Mercedes-Benz E-Class E350 Luxury

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

2014 Mercedes-Benz E-Class E350 Luxury

Strongsville, OH

Unscored
$12,44380,115 mi

Comparison: 7 similar vehicles

Strongsville, OH

2018 Nissan Rogue SV

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

2018 Nissan Rogue SV

Strongsville, OH

Fair PriceModerate · 21
$13,23872,770 mi

Market: $7,995 – $14,686

Comparison: 21 similar vehicles

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

Strongsville, OH

2019 Ford Escape SEL

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

2019 Ford Escape SEL

Strongsville, OH

Fair PriceLimited · 12
$14,08371,903 mi

Market: $11,043 – $15,590

Comparison: 12 similar vehicles

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

Strongsville, OH

2016 Hyundai Tucson Sport

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

2016 Hyundai Tucson Sport

Strongsville, OH

OverpricedLimited · 17
$14,25760,710 mi

Market: $4,875 – $13,845

Comparison: 17 similar vehicles

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

Strongsville, OH

2014 Chevrolet Silverado 1500 LT

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

2014 Chevrolet Silverado 1500 LT

Strongsville, OH

Fair PriceModerate · 29
$15,183104,131 mi

Market: $8,348 – $22,447

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Strongsville, OH

2019 Chevrolet Traverse 1LT

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

2019 Chevrolet Traverse 1LT

Strongsville, OH

Fair PriceRobust · 55
$15,83880,357 mi

Market: $11,009 – $19,198

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Strongsville, OH

2018 Ford Ecosport SES

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

2018 Ford Ecosport SES

Strongsville, OH

UnscoredInsufficient · 0
$16,44318,432 mi

Strongsville, OH

2021 Hyundai Tucson Limited

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

2021 Hyundai Tucson Limited

Strongsville, OH

Fair PriceLimited · 11
$16,86777,178 mi

Market: $12,798 – $18,595

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Strongsville, OH

2021 Kia K5 LXS

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

2021 Kia K5 LXS

Strongsville, OH

UnscoredInsufficient · 4
$17,23466,617 mi

Comparison: 4 similar vehicles

Strongsville, OH

1982 Mercedes-Benz 380

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

1982 Mercedes-Benz 380

Strongsville, OH

UnscoredInsufficient · 0
$17,500Mileage not verified

Strongsville, OH

2018 Volvo XC60 Inscription

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

2018 Volvo XC60 Inscription

Strongsville, OH

UnscoredInsufficient · 3
$17,76774,822 mi

Comparison: 3 similar vehicles

Strongsville, OH

2020 Jeep Renegade Limited

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

2020 Jeep Renegade Limited

Strongsville, OH

UnscoredInsufficient · 0
$17,90225,125 mi

Strongsville, OH

2022 Jeep Compass Latitude Lux

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

2022 Jeep Compass Latitude Lux

Strongsville, OH

Unscored
$18,22556,100 mi

Comparison: 6 similar vehicles

Strongsville, OH

2022 Alfa Romeo Giulia Ti

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

2022 Alfa Romeo Giulia Ti

Strongsville, OH

UnscoredInsufficient · 0
$18,59496,035 mi

Strongsville, OH

2018 Lincoln MKZ Reserve

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

2018 Lincoln MKZ Reserve

Strongsville, OH

UnscoredInsufficient · 0
$18,86852,160 mi

Strongsville, OH

2021 Alfa Romeo Stelvio Ti

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

2021 Alfa Romeo Stelvio Ti

Strongsville, OH

Unscored
$18,99979,571 mi

Comparison: 7 similar vehicles

Strongsville, OH

2019 Ford F-150 XLT

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

2019 Ford F-150 XLT

Strongsville, OH

Fair PriceRobust · 94
$19,44385,121 mi

Market: $16,198 – $30,990

Comparison: 94 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 146 days listed (based on current market benchmarks)

Strongsville, OH

2020 Jeep Cherokee Trailhawk

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

2020 Jeep Cherokee Trailhawk

Strongsville, OH

Unscored
$19,75945,056 mi

Comparison: 8 similar vehicles

Strongsville, OH

2021 MINI Hardtop 2 Door S

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

2021 MINI Hardtop 2 Door S

Strongsville, OH

UnscoredInsufficient · 0
$20,34046,386 mi

Strongsville, OH

2020 Land Rover Range Rover Evoque SE

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

2020 Land Rover Range Rover Evoque SE

Strongsville, OH

Unscored
$21,62564,213 mi

Comparison: 5 similar vehicles

Strongsville, OH

2020 Chevrolet Blazer RS

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

2020 Chevrolet Blazer RS

Strongsville, OH

Fair PriceLimited · 16
$22,68474,111 mi

Market: $16,700 – $24,990

Comparison: 16 similar vehicles

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

Strongsville, OH

2026 Buick Envista Preferred

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

2026 Buick Envista Preferred

Strongsville, OH

Fair PriceRobust · 291
$22,689Mileage not verified

Market: $22,693 – $29,635

Comparison: 291 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 52 days listed (based on current market benchmarks)

Strongsville, OH

2023 GMC Terrain SLT

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

2023 GMC Terrain SLT

Strongsville, OH

Unscored
$22,80518,553 mi

Comparison: 6 similar vehicles

Strongsville, OH

2021 Jeep Wrangler Unlimited High Altitude 4XE

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

2021 Jeep Wrangler Unlimited High Altitude 4XE

Strongsville, OH

UnscoredInsufficient · 0
$22,88854,374 mi

Strongsville, OH

2017 FIAT 124 Spider Abarth

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

2017 FIAT 124 Spider Abarth

Strongsville, OH

UnscoredInsufficient · 0
$22,99525,530 mi

Strongsville, OH

2017 Jeep Wrangler Unlimited Sahara

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

2017 Jeep Wrangler Unlimited Sahara

Strongsville, OH

Fair PriceLimited · 10
$23,71635,562 mi

Market: $22,851 – $23,819

Comparison: 10 similar vehicles

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

Strongsville, OH

2019 BMW X5 40i

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

2019 BMW X5 40i

Strongsville, OH

Fair PriceModerate · 21
$23,89870,302 mi

Market: $20,383 – $27,990

Comparison: 21 similar vehicles

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

Strongsville, OH

2020 Alfa Romeo Giulia Ti Sport

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

2020 Alfa Romeo Giulia Ti Sport

Strongsville, OH

UnscoredInsufficient · 0
$23,97632,499 mi

Strongsville, OH

2017 GMC Yukon SLT

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

2017 GMC Yukon SLT

Strongsville, OH

Fair PriceModerate · 20
$24,60775,086 mi

Market: $14,999 – $26,780

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Strongsville, OH

2018 GMC Yukon Denali

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

2018 GMC Yukon Denali

Strongsville, OH

UnscoredInsufficient · 3
$24,67891,020 mi

Comparison: 3 similar vehicles

Strongsville, OH

2026 Buick Envista Preferred

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

2026 Buick Envista Preferred

Strongsville, OH

Fair PriceRobust · 291
$24,854Mileage not verified

Market: $22,689 – $29,635

Comparison: 291 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Strongsville, OH

2023 Alfa Romeo Stelvio Veloce

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

2023 Alfa Romeo Stelvio Veloce

Strongsville, OH

Unscored
$24,99357,136 mi

Comparison: 8 similar vehicles

Strongsville, OH

2022 Lincoln Corsair Base

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

2022 Lincoln Corsair Base

Strongsville, OH

Fair PriceModerate · 28
$24,99530,703 mi

Market: $25,289 – $28,364

Comparison: 28 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 55 days listed (based on current market benchmarks)

Strongsville, OH

2026 Buick Envista Preferred

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

2026 Buick Envista Preferred

Strongsville, OH

Fair PriceRobust · 291
$25,195Mileage not verified

Market: $22,689 – $29,635

Comparison: 291 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Strongsville, OH

2019 Maserati Levante GranLusso

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

2019 Maserati Levante GranLusso

Strongsville, OH

UnscoredInsufficient · 0
$25,29850,238 mi

Strongsville, OH

2026 Buick Envista Preferred

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

2026 Buick Envista Preferred

Strongsville, OH

Fair PriceRobust · 291
$25,316Mileage not verified

Market: $22,689 – $29,635

Comparison: 291 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 119 days listed (based on current market benchmarks)

Strongsville, OH

2026 Buick Envista Preferred

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

2026 Buick Envista Preferred

Strongsville, OH

Fair PriceRobust · 291
$25,316Mileage not verified

Market: $22,689 – $29,635

Comparison: 291 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Strongsville, OH

2026 Buick Encore GX Preferred

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

2026 Buick Encore GX Preferred

Strongsville, OH

Fair PriceRobust · 357
$25,559Mileage not verified

Market: $24,533 – $34,438

Comparison: 357 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 95 days listed (based on current market benchmarks)

Strongsville, OH

2026 Buick Encore GX Preferred

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

2026 Buick Encore GX Preferred

Strongsville, OH

Fair PriceRobust · 357
$25,559Mileage not verified

Market: $24,533 – $34,438

Comparison: 357 similar vehicles

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

Strongsville, OH

2026 Buick Envista Preferred

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

2026 Buick Envista Preferred

Strongsville, OH

Fair PriceLimited · 11
$25,733Mileage not verified

Market: $26,228 – $28,768

Comparison: 11 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 8 days listed (based on current market benchmarks)

Strongsville, OH

2023 Alfa Romeo Stelvio Sprint

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

2023 Alfa Romeo Stelvio Sprint

Strongsville, OH

UnscoredInsufficient · 3
$25,78525,007 mi

Comparison: 3 similar vehicles

Strongsville, OH

2023 Alfa Romeo Stelvio Veloce

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

2023 Alfa Romeo Stelvio Veloce

Strongsville, OH

Unscored
$25,78653,363 mi

Comparison: 8 similar vehicles

Strongsville, OH

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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