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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

47 listings found

2000 Mercedes-Benz S-Class S500

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

2000 Mercedes-Benz S-Class S500

Lee Center, NY

UnscoredInsufficient · 0
$4,99091,303 mi

Lee Center, NY

No Photo

2020 Jeep Compass Latitude

Lee Center, NY

Fair PriceLimited · 12
$11,990100,400 mi

Market: $11,928 – $17,995

Comparison: 12 similar vehicles

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

Lee Center, NY

No Photo

2017 Audi A4 Premium Plus

Lee Center, NY

Fair PriceLimited · 15
$13,99084,974 mi

Market: $6,991 – $17,995

Comparison: 15 similar vehicles

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

Lee Center, NY

2016 Porsche Macan Turbo

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

2016 Porsche Macan Turbo

Lee Center, NY

UnscoredInsufficient · 0
$13,99090,952 mi

Lee Center, NY

2018 Subaru WRX Base

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

2018 Subaru WRX Base

Lee Center, NY

Unscored
$14,99084,496 mi

Comparison: 5 similar vehicles

Lee Center, NY

No Photo

2021 Toyota Corolla LE

Lee Center, NY

Fair PriceModerate · 31
$15,99089,684 mi

Market: $11,275 – $18,670

Comparison: 31 similar vehicles

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

Lee Center, NY

2022 Kia Seltos SX

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

2022 Kia Seltos SX

Lee Center, NY

Fair PriceLimited · 16
$16,99078,199 mi

Market: $15,494 – $19,390

Comparison: 16 similar vehicles

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

Lee Center, NY

2020 Jeep Cherokee Limited

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

2020 Jeep Cherokee Limited

Lee Center, NY

Fair PriceLimited · 17
$17,99072,142 mi

Market: $15,070 – $19,770

Comparison: 17 similar vehicles

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

Lee Center, NY

1998 GMC Sierra SL

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

1998 GMC Sierra SL

Lee Center, NY

UnscoredInsufficient · 0
$17,990104,917 mi

Lee Center, NY

2021 Mercedes-Benz CLA CLA250

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

2021 Mercedes-Benz CLA CLA250

Lee Center, NY

UnscoredInsufficient · 0
$18,99084,301 mi

Lee Center, NY

2022 Mazda CX-5 S Carbon Edition

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

2022 Mazda CX-5 S Carbon Edition

Lee Center, NY

Fair PriceLimited · 10
$21,99079,990 mi

Market: $18,700 – $23,295

Comparison: 10 similar vehicles

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

Lee Center, NY

2021 Subaru WRX Premium

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

2021 Subaru WRX Premium

Lee Center, NY

Unscored
$22,99033,704 mi

Comparison: 5 similar vehicles

Lee Center, NY

2022 Jeep Wrangler Sport S

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

2022 Jeep Wrangler Sport S

Lee Center, NY

Great DealLimited · 16
$23,99046,889 mi

Market: $25,290 – $26,480

Comparison: 16 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 33 days listed (based on current market benchmarks)

Lee Center, NY

2020 GMC Sierra 1500 Base

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

2020 GMC Sierra 1500 Base

Lee Center, NY

UnscoredInsufficient · 0
$24,89073,404 mi

Lee Center, NY

2021 Jeep Grand Cherokee High Altitude

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

2021 Jeep Grand Cherokee High Altitude

Lee Center, NY

Fair PriceModerate · 27
$25,99077,256 mi

Market: $19,185 – $26,375

Comparison: 27 similar vehicles

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

Lee Center, NY

2023 Subaru Ascent Onyx Edition

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

2023 Subaru Ascent Onyx Edition

Lee Center, NY

Fair PriceLimited · 19
$29,99041,689 mi

Market: $27,174 – $31,493

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Lee Center, NY

2021 Ford F-150 XLT

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

2021 Ford F-150 XLT

Lee Center, NY

Fair PriceRobust · 50
$29,99087,786 mi

Market: $19,995 – $38,143

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Lee Center, NY

2020 RAM 1500 Sport

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

2020 RAM 1500 Sport

Lee Center, NY

Fair PriceLimited · 10
$29,99085,553 mi

Market: $26,999 – $31,508

Comparison: 10 similar vehicles

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

Lee Center, NY

2023 Chevrolet Silverado 1500 RST

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

2023 Chevrolet Silverado 1500 RST

Lee Center, NY

Fair PriceLimited · 14
$32,99077,734 mi

Market: $31,674 – $44,775

Comparison: 14 similar vehicles

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

Lee Center, NY

2022 GMC Sierra 2500HD Pro

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

2022 GMC Sierra 2500HD Pro

Lee Center, NY

Unscored
$33,99071,295 mi

Comparison: 8 similar vehicles

Lee Center, NY

2022 Tesla Model Y Long Range

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

2022 Tesla Model Y Long Range

Lee Center, NY

UnscoredInsufficient · 3
$33,99042,669 mi

Comparison: 3 similar vehicles

Lee Center, NY

2020 RAM 2500 Pickup Tradesman

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

2020 RAM 2500 Pickup Tradesman

Lee Center, NY

Unscored
$33,99064,702 mi

Comparison: 7 similar vehicles

Lee Center, NY

2023 Ford F-150 XLT

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

2023 Ford F-150 XLT

Lee Center, NY

Fair PriceModerate · 21
$34,49040,382 mi

Market: $34,875 – $45,919

Comparison: 21 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 23 days listed (based on current market benchmarks)

Lee Center, NY

2022 RAM 2500 Pickup Tradesman

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

2022 RAM 2500 Pickup Tradesman

Lee Center, NY

Fair PriceLimited · 12
$34,99035,728 mi

Market: $35,000 – $42,684

Comparison: 12 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 2 days listed (based on current market benchmarks)

Lee Center, NY

2020 Ford F-350 Super Duty XL

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

2020 Ford F-350 Super Duty XL

Lee Center, NY

UnscoredInsufficient · 0
$34,99049,843 mi

Lee Center, NY

2023 Dodge Durango GT

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

2023 Dodge Durango GT

Lee Center, NY

Unscored
$35,99023,073 mi

Comparison: 6 similar vehicles

Lee Center, NY

2021 Chevrolet Suburban Z71

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

2021 Chevrolet Suburban Z71

Lee Center, NY

Fair PriceLimited · 12
$35,99095,102 mi

Market: $29,960 – $45,170

Comparison: 12 similar vehicles

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

Lee Center, NY

2021 Chevrolet Silverado 2500HD Custom

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

2021 Chevrolet Silverado 2500HD Custom

Lee Center, NY

UnscoredInsufficient · 3
$36,99073,422 mi

Comparison: 3 similar vehicles

Lee Center, NY

2021 Mercedes-Benz GLC Coupe AMG GLC43

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

2021 Mercedes-Benz GLC Coupe AMG GLC43

Lee Center, NY

UnscoredInsufficient · 0
$36,99058,701 mi

Lee Center, NY

2023 RAM 2500 Pickup Tradesman

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

2023 RAM 2500 Pickup Tradesman

Lee Center, NY

UnscoredInsufficient · 3
$37,99035,513 mi

Comparison: 3 similar vehicles

Lee Center, NY

2020 Chevrolet Silverado 2500HD LT

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

2020 Chevrolet Silverado 2500HD LT

Lee Center, NY

Fair PriceLimited · 10
$38,49070,404 mi

Market: $32,492 – $38,875

Comparison: 10 similar vehicles

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

Lee Center, NY

2025 Toyota 4Runner SR5

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

2025 Toyota 4Runner SR5

Lee Center, NY

Unscored
$38,99022,426 mi

Comparison: 9 similar vehicles

Lee Center, NY

2024 Jeep Grand Wagoneer L Series II

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

2024 Jeep Grand Wagoneer L Series II

Lee Center, NY

Unscored
$38,99064,300 mi

Comparison: 13 similar vehicles

Lee Center, NY

2023 Ford F-350 Super Duty XL

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

2023 Ford F-350 Super Duty XL

Lee Center, NY

UnscoredInsufficient · 0
$38,99020,701 mi

Lee Center, NY

2020 RAM 2500 Pickup Big Horn

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

2020 RAM 2500 Pickup Big Horn

Lee Center, NY

UnscoredInsufficient · 4
$39,99072,000 mi

Comparison: 4 similar vehicles

Lee Center, NY

2022 Ford F-250 Super Duty XLT

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

2022 Ford F-250 Super Duty XLT

Lee Center, NY

OverpricedLimited · 11
$42,99063,569 mi

Market: $33,900 – $41,500

Comparison: 11 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Lee Center, NY

2022 RAM 2500 Pickup Laramie

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

2022 RAM 2500 Pickup Laramie

Lee Center, NY

Fair PriceModerate · 25
$42,99067,092 mi

Market: $33,995 – $60,063

Comparison: 25 similar vehicles

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

Lee Center, NY

2024 GMC Sierra 1500 Denali Ultimate

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

2024 GMC Sierra 1500 Denali Ultimate

Lee Center, NY

UnscoredInsufficient · 0
$45,99056,584 mi

Lee Center, NY

2024 Chevrolet Silverado 2500HD LT

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

2024 Chevrolet Silverado 2500HD LT

Lee Center, NY

Unscored
$46,19558,129 mi

Comparison: 10 similar vehicles

Lee Center, NY

2023 Chevrolet Silverado 3500HD Work Truck

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

2023 Chevrolet Silverado 3500HD Work Truck

Lee Center, NY

UnscoredInsufficient · 0
$46,99045,132 mi

Lee Center, NY

2024 Chevrolet Silverado 2500HD LT

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

2024 Chevrolet Silverado 2500HD LT

Lee Center, NY

Fair PriceLimited · 10
$47,99055,450 mi

Market: $46,195 – $49,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Lee Center, NY

2024 RAM 2500 Pickup Laramie

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

2024 RAM 2500 Pickup Laramie

Lee Center, NY

Unscored
$49,99037,665 mi

Comparison: 7 similar vehicles

Lee Center, NY

2024 GMC Sierra 2500HD Denali

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

2024 GMC Sierra 2500HD Denali

Lee Center, NY

UnscoredInsufficient · 4
$52,99066,679 mi

Comparison: 4 similar vehicles

Lee Center, NY

2023 Chevrolet Tahoe High Country

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

2023 Chevrolet Tahoe High Country

Lee Center, NY

Unscored
$56,99053,944 mi

Comparison: 5 similar vehicles

Lee Center, NY

2026 RAM 2500 Pickup Laramie

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

2026 RAM 2500 Pickup Laramie

Lee Center, NY

Fair PriceModerate · 21
$58,99017,972 mi

Market: $60,075 – $63,163

Comparison: 21 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 23 days listed (based on current market benchmarks)

Lee Center, NY

2022 RAM 1500 Pickup TRX

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

2022 RAM 1500 Pickup TRX

Lee Center, NY

Great DealLimited · 10
$68,99032,964 mi

Market: $70,798 – $75,165

Comparison: 10 similar vehicles

Competitively priced ~3% below the typical range compared to similar vehicles · 34 days listed (based on current market benchmarks)

Lee Center, NY

2024 Mercedes-Benz Sprinter Cargo Van Base

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

2024 Mercedes-Benz Sprinter Cargo Van Base

Lee Center, NY

UnscoredInsufficient · 0
$74,99029,128 mi

Lee Center, NY

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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