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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 6, 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

440 listings found

2022 Subaru Impreza Base

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

2022 Subaru Impreza Base

Avon Lake, OH

UnscoredInsufficient · 4
$13,368105,602 mi

Comparison: 4 similar vehicles

Avon Lake, OH

2022 Kia Soul LX

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

2022 Kia Soul LX

Avon Lake, OH

Unscored
$13,71368,733 mi

Comparison: 7 similar vehicles

Avon Lake, OH

2016 Audi A5 Cabriolet Premium Plus

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

2016 Audi A5 Cabriolet Premium Plus

Avon Lake, OH

UnscoredInsufficient · 0
$15,36891,539 mi

Avon Lake, OH

2020 Ford Escape SE

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

2020 Ford Escape SE

Avon Lake, OH

Unscored
$16,05523,529 mi

Comparison: 6 similar vehicles

Avon Lake, OH

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

Avon Lake, OH

Fair PriceModerate · 20
$17,15382,380 mi

Market: $15,947 – $23,061

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 98 days listed (based on current market benchmarks)

Avon Lake, OH

2019 Ford Fusion Hybrid SE

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

2019 Ford Fusion Hybrid SE

Avon Lake, OH

UnscoredInsufficient · 0
$17,38519,727 mi

Avon Lake, OH

2015 Toyota RAV4 XLE

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

2015 Toyota RAV4 XLE

Avon Lake, OH

OverpricedLimited · 14
$17,68984,093 mi

Market: $8,393 – $16,896

Comparison: 14 similar vehicles

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

Avon Lake, OH

2016 Ford F-150 Lariat

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

2016 Ford F-150 Lariat

Avon Lake, OH

Unscored
$18,982131,511 mi

Comparison: 5 similar vehicles

Avon Lake, OH

2023 Chrysler Voyager LX

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

2023 Chrysler Voyager LX

Avon Lake, OH

Fair PriceLimited · 18
$19,29970,143 mi

Market: $17,309 – $20,523

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 87 days listed (based on current market benchmarks)

Avon Lake, OH

2023 Chevrolet TrailBlazer LT

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

2023 Chevrolet TrailBlazer LT

Avon Lake, OH

Fair PriceModerate · 48
$19,49855,841 mi

Market: $17,990 – $21,406

Comparison: 48 similar vehicles

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

Avon Lake, OH

2023 Hyundai Santa Fe SEL

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

2023 Hyundai Santa Fe SEL

Avon Lake, OH

UnscoredInsufficient · 4
$19,644112,665 mi

Comparison: 4 similar vehicles

Avon Lake, OH

2019 Lincoln Nautilus Reserve

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

2019 Lincoln Nautilus Reserve

Avon Lake, OH

Unscored
$19,68655,661 mi

Comparison: 7 similar vehicles

Avon Lake, 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

Avon Lake, OH

OverpricedModerate · 30
$19,799112,176 mi

Market: $8,500 – $19,443

Comparison: 30 similar vehicles

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

Avon Lake, OH

2004 Chevrolet SSR LS

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

2004 Chevrolet SSR LS

Avon Lake, OH

Unscored
$19,982Mileage not verified

Comparison: 8 similar vehicles

Avon Lake, OH

2017 Ford F-150 Platinum

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

2017 Ford F-150 Platinum

Avon Lake, OH

Unscored
$19,999188,519 mi

Comparison: 32 similar vehicles

Avon Lake, OH

2023 Kia Sportage LX

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

2023 Kia Sportage LX

Avon Lake, OH

Fair PriceLimited · 15
$20,36853,659 mi

Market: $19,948 – $21,314

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Avon Lake, OH

2025 Volkswagen Jetta Sport

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

2025 Volkswagen Jetta Sport

Avon Lake, OH

UnscoredInsufficient · 0
$20,39718,468 mi

Avon Lake, OH

2025 Ford Escape ST-Line

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

2025 Ford Escape ST-Line

Avon Lake, OH

Fair PriceModerate · 41
$20,49546,271 mi

Market: $15,948 – $31,395

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 140 days listed (based on current market benchmarks)

Avon Lake, OH

2025 Hyundai Tucson SEL

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

2025 Hyundai Tucson SEL

Avon Lake, OH

Fair PriceRobust · 106
$20,79956,074 mi

Market: $19,990 – $31,558

Comparison: 106 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Avon Lake, OH

2018 Dodge Durango Anodized Platinum

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

2018 Dodge Durango Anodized Platinum

Avon Lake, OH

Unscored
$21,20075,007 mi

Comparison: 9 similar vehicles

Avon Lake, OH

2024 Hyundai Tucson SEL

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

2024 Hyundai Tucson SEL

Avon Lake, OH

Unscored
$21,35052,764 mi

Comparison: 5 similar vehicles

Avon Lake, OH

2020 Volvo XC90 Momentum

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

2020 Volvo XC90 Momentum

Avon Lake, OH

Fair PriceModerate · 38
$21,89283,644 mi

Market: $14,985 – $25,990

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Avon Lake, OH

2018 GMC Sierra 1500 SLT

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

2018 GMC Sierra 1500 SLT

Avon Lake, OH

Unscored
$21,982164,667 mi

Comparison: 6 similar vehicles

Avon Lake, OH

2024 Jeep Compass Trailhawk

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

2024 Jeep Compass Trailhawk

Avon Lake, OH

Unscored
$22,25742,922 mi

Comparison: 8 similar vehicles

Avon Lake, OH

2024 Volkswagen Taos SE

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

2024 Volkswagen Taos SE

Avon Lake, OH

OverpricedLimited · 14
$22,55423,273 mi

Market: $21,993 – $22,372

Comparison: 14 similar vehicles

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

Avon Lake, OH

2019 Chevrolet Blazer Premier

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

2019 Chevrolet Blazer Premier

Avon Lake, OH

UnscoredInsufficient · 0
$22,67848,268 mi

Avon Lake, OH

2021 Ford Mustang Mach-E Premium RWD

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

2021 Ford Mustang Mach-E Premium RWD

Avon Lake, OH

UnscoredInsufficient · 0
$22,79948,738 mi

Avon Lake, OH

2024 Chevrolet Trax Activ

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

2024 Chevrolet Trax Activ

Avon Lake, OH

Fair PriceLimited · 18
$22,84129,512 mi

Market: $21,737 – $23,148

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Avon Lake, OH

2021 Nissan Titan PRO-4X

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

2021 Nissan Titan PRO-4X

Avon Lake, OH

Unscored
$22,898160,002 mi

Comparison: 8 similar vehicles

Avon Lake, OH

2016 GMC Yukon Denali

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

2016 GMC Yukon Denali

Avon Lake, OH

Unscored
$22,995152,556 mi

Comparison: 10 similar vehicles

Avon Lake, OH

2022 Hyundai Tucson SEL Convenience

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

2022 Hyundai Tucson SEL Convenience

Avon Lake, OH

UnscoredInsufficient · 0
$23,29132,683 mi

Avon Lake, OH

2023 Toyota Camry SE

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

2023 Toyota Camry SE

Avon Lake, OH

Fair PriceRobust · 64
$23,29865,932 mi

Market: $11,604 – $32,013

Comparison: 64 similar vehicles

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

Avon Lake, OH

2025 Ford Escape Hybrid ST-Line Select

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

2025 Ford Escape Hybrid ST-Line Select

Avon Lake, OH

UnscoredInsufficient · 0
$23,59056,857 mi

Avon Lake, OH

2015 Chevrolet Silverado 2500HD LT

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

2015 Chevrolet Silverado 2500HD LT

Avon Lake, OH

Unscored
$24,275199,179 mi

Comparison: 54 similar vehicles

Avon Lake, OH

2024 Ford Escape ST-Line

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

2024 Ford Escape ST-Line

Avon Lake, OH

Fair PriceModerate · 24
$24,36818,965 mi

Market: $19,447 – $29,438

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Avon Lake, OH

2021 Cadillac XT5 Premium Luxury

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

2021 Cadillac XT5 Premium Luxury

Avon Lake, OH

Fair PriceLimited · 19
$24,49864,331 mi

Market: $18,836 – $24,810

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Avon Lake, OH

2026 Chevrolet Trailblazer LS

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

2026 Chevrolet Trailblazer LS

Avon Lake, OH

OverpricedLimited · 13
$24,970193 mi

Market: $22,242 – $23,086

Comparison: 13 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

Avon Lake, OH

2022 Chrysler Pacifica Hybrid Limited

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

2022 Chrysler Pacifica Hybrid Limited

Avon Lake, OH

UnscoredInsufficient · 0
$24,99545,021 mi

Avon Lake, OH

2021 Lincoln Nautilus Reserve

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

2021 Lincoln Nautilus Reserve

Avon Lake, OH

Unscored
$26,18554,101 mi

Comparison: 7 similar vehicles

Avon Lake, OH

2022 Tesla Model 3 Base

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

2022 Tesla Model 3 Base

Avon Lake, OH

UnscoredInsufficient · 0
$26,99039,096 mi

Avon Lake, OH

2022 Lincoln Nautilus Base

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

2022 Lincoln Nautilus Base

Avon Lake, OH

UnscoredInsufficient · 0
$28,24518,880 mi

Avon Lake, OH

2024 Audi A3 Sedan Premium Plus

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

2024 Audi A3 Sedan Premium Plus

Avon Lake, OH

UnscoredInsufficient · 0
$28,7686,750 mi

Avon Lake, OH

2024 Hyundai Tucson Limited

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

2024 Hyundai Tucson Limited

Avon Lake, OH

Fair PriceLimited · 18
$29,14442,356 mi

Market: $24,990 – $29,938

Comparison: 18 similar vehicles

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

Avon Lake, OH

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Avon Lake, OH

Fair PriceRobust · 959
$29,6863,000 mi

Market: $26,371 – $40,065

Comparison: 959 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 273 days listed (based on current market benchmarks)

Avon Lake, OH

2025 Hyundai Palisade SEL

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

2025 Hyundai Palisade SEL

Avon Lake, OH

Unscored
$29,79948,957 mi

Comparison: 5 similar vehicles

Avon Lake, OH

2023 Ford Explorer Limited

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

2023 Ford Explorer Limited

Avon Lake, OH

Fair PriceModerate · 20
$29,79959,371 mi

Market: $28,128 – $33,314

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 94 days listed (based on current market benchmarks)

Avon Lake, OH

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Avon Lake, OH

Fair PriceRobust · 959
$29,877Mileage not verified

Market: $26,371 – $40,065

Comparison: 959 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 108 days listed (based on current market benchmarks)

Avon Lake, OH

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Avon Lake, OH

Fair PriceRobust · 959
$30,206Mileage not verified

Market: $26,371 – $40,065

Comparison: 959 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 273 days listed (based on current market benchmarks)

Avon Lake, OH

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Avon Lake, OH

Fair PriceRobust · 959
$30,328208 mi

Market: $26,371 – $40,065

Comparison: 959 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 157 days listed (based on current market benchmarks)

Avon Lake, OH

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Avon Lake, OH

Fair PriceRobust · 959
$30,339Mileage not verified

Market: $26,371 – $40,065

Comparison: 959 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 273 days listed (based on current market benchmarks)

Avon Lake, OH

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles is selling faster than its market baseline, and this listing is still within the cohort’s typical selling window. It is separate from OAV’s price verdict. A Demand-Verified Deal is a listing that carries the badge and is also rated Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin). The Deal is the intersection of the two signals. Each Demand-Verified listing shows its cohort’s typical sell-time, its days-on-lot, and a comparable count. Listings without sufficient, fresh cohort coverage get no label, and the section hides itself when none on a page qualify, so the signal stays honest.

Current status: the Demand-Verified badge is withheld on every listing while OAV re-validates the sell-through claim behind it, so no Top Demand-Verified Deals section is showing anywhere on the site right now. The sell-through evidence itself still appears on listings where a cohort supports it, and Price-to-Market verdicts are unaffected. The badge returns only if the re-validation confirms the claim.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Example market pages

OAV answers these questions

What are the best priced vehicles?
Great Deal means priced below the comparable-range floor by at least OAV's minimum-gap margin; Fair Price means priced within the comparable range, or below the floor by less than that margin.
Which vehicles are priced below market?
Vehicles rated Great Deal are priced below the comparable-range floor by at least OAV's minimum-gap margin. Each one links to its vehicle page.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched sold cohort of similar vehicles is moving faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not aged beyond the cohort's typical selling window. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are priced below comparable listings?
OAV's Price-to-Market analysis compares a listing's asking price against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; one priced within the comparable range, or below the floor by less than that margin, is Fair Price.

How OAV.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles 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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