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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 3, 2026

6.8M+

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

135 listings found

2016 Ford F-250 Super Duty XL

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

2016 Ford F-250 Super Duty XL

Medley, FL

Unscored
$5,300Mileage not verified

Comparison: 7 similar vehicles

Medley, FL

2007 Ford Mustang Deluxe

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

2007 Ford Mustang Deluxe

Medley, FL

UnscoredInsufficient · 4
$6,000112,017 mi

Comparison: 4 similar vehicles

Medley, FL

2017 Nissan Rogue SV

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

2017 Nissan Rogue SV

Medley, FL

Fair PriceLimited · 19
$7,20072,850 mi

Market: $3,999 – $14,076

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 160 days listed (based on current market benchmarks)

Medley, FL

2014 Chevrolet Silverado 1500 Work Truck 2WT

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

2014 Chevrolet Silverado 1500 Work Truck 2WT

Medley, FL

Unscored
$7,900Mileage not verified

Comparison: 12 similar vehicles

Medley, FL

2013 Toyota Corolla L

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

2013 Toyota Corolla L

Medley, FL

UnscoredInsufficient · 3
$8,300Mileage not verified

Comparison: 3 similar vehicles

Medley, FL

2016 Ford Escape SE

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

2016 Ford Escape SE

Medley, FL

UnscoredInsufficient · 0
$8,50052,382 mi

Medley, FL

2015 Chevrolet Express Cargo Work Van

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

2015 Chevrolet Express Cargo Work Van

Medley, FL

Fair PriceLimited · 10
$9,900Mileage not verified

Market: $8,999 – $14,900

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 453 days listed (based on current market benchmarks)

Medley, FL

2021 Kia Forte LXS

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

2021 Kia Forte LXS

Medley, FL

Unscored
$10,00042,000 mi

Comparison: 7 similar vehicles

Medley, FL

2013 Kia Sorento LX

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

2013 Kia Sorento LX

Medley, FL

Unscored
$10,000Mileage not verified

Comparison: 7 similar vehicles

Medley, FL

2020 Kia Sorento S

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

2020 Kia Sorento S

Medley, FL

Unscored
$10,80077,500 mi

Comparison: 7 similar vehicles

Medley, FL

2016 Ford F-150 XLT

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

2016 Ford F-150 XLT

Medley, FL

Unscored
$10,800186,000 mi

Comparison: 61 similar vehicles

Medley, FL

2019 Nissan NV200 SV

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

2019 Nissan NV200 SV

Medley, FL

Unscored
$10,900142,185 mi

Comparison: 7 similar vehicles

Medley, FL

2019 Hyundai Tucson SE

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

2019 Hyundai Tucson SE

Medley, FL

UnscoredInsufficient · 0
$11,00034,000 mi

Medley, FL

2018 Nissan NV Cargo S

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

2018 Nissan NV Cargo S

Medley, FL

Unscored
$11,900Mileage not verified

Comparison: 9 similar vehicles

Medley, FL

2020 Nissan Altima S

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

2020 Nissan Altima S

Medley, FL

Unscored
$12,000Mileage not verified

Comparison: 33 similar vehicles

Medley, FL

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Medley, FL

UnscoredInsufficient · 0
$12,00035,120 mi

Medley, FL

2007 Isuzu NPR

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

2007 Isuzu NPR

Medley, FL

UnscoredInsufficient · 0
$12,000Mileage not verified

Medley, FL

2021 Honda HR-V LX

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

2021 Honda HR-V LX

Medley, FL

Great DealModerate · 20
$12,80074,800 mi

Market: $14,499 – $18,057

Comparison: 20 similar vehicles

Competitively priced ~12% below the typical range compared to similar vehicles · 17 days listed (based on current market benchmarks)

Medley, FL

2018 Ford F-150 XL

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

2018 Ford F-150 XL

Medley, FL

Unscored
$12,900141,980 mi

Comparison: 48 similar vehicles

Medley, FL

2018 Chevrolet Express Cargo Work Van

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

2018 Chevrolet Express Cargo Work Van

Medley, FL

Fair PriceLimited · 11
$12,900Mileage not verified

Market: $7,900 – $18,800

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1104 days listed (based on current market benchmarks)

Medley, FL

2018 Nissan NV Cargo S

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

2018 Nissan NV Cargo S

Medley, FL

Unscored
$12,900120,553 mi

Comparison: 9 similar vehicles

Medley, FL

2011 Toyota 4Runner SR5

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

2011 Toyota 4Runner SR5

Medley, FL

Unscored
$12,900214,000 mi

Comparison: 9 similar vehicles

Medley, FL

2020 Hyundai Elantra SE

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

2020 Hyundai Elantra SE

Medley, FL

OverpricedModerate · 26
$13,00072,273 mi

Market: $5,900 – $12,094

Comparison: 26 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Medley, FL

2018 Hyundai Sonata SE

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

2018 Hyundai Sonata SE

Medley, FL

OverpricedModerate · 23
$13,00094,629 mi

Market: $3,890 – $11,684

Comparison: 23 similar vehicles

Priced ~11% above the typical market range for similar vehicles (based on current market benchmarks)

Medley, FL

2020 Nissan Rogue SV

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

2020 Nissan Rogue SV

Medley, FL

Fair PriceModerate · 46
$13,350Mileage not verified

Market: $5,700 – $20,487

Comparison: 46 similar vehicles

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

Medley, FL

2024 Mazda Mazda3 Select Sport

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

2024 Mazda Mazda3 Select Sport

Medley, FL

UnscoredInsufficient · 3
$13,500Mileage not verified

Comparison: 3 similar vehicles

Medley, FL

2021 RAM ProMaster Cargo Van Base

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

2021 RAM ProMaster Cargo Van Base

Medley, FL

Unscored
$13,900148,290 mi

Comparison: 105 similar vehicles

Medley, FL

2020 Chevrolet Express Cargo Work Van

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

2020 Chevrolet Express Cargo Work Van

Medley, FL

Fair PriceLimited · 14
$13,900Mileage not verified

Market: $8,688 – $19,495

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1483 days listed (based on current market benchmarks)

Medley, FL

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

Medley, FL

Unscored
$13,900128,530 mi

Comparison: 19 similar vehicles

Medley, FL

2017 Ford F-150 XLT

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

2017 Ford F-150 XLT

Medley, FL

Fair PriceModerate · 47
$13,900Mileage not verified

Market: $11,900 – $28,990

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1483 days listed (based on current market benchmarks)

Medley, FL

2022 Honda Civic LX

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

2022 Honda Civic LX

Medley, FL

Unscored
$14,00071,390 mi

Comparison: 16 similar vehicles

Medley, FL

2019 Kia FORTE LXS

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

2019 Kia FORTE LXS

Medley, FL

OverpricedModerate · 29
$14,00099,298 mi

Market: $7,999 – $12,990

Comparison: 29 similar vehicles

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

Medley, FL

2018 Mazda MX-5 Miata Grand Touring

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

2018 Mazda MX-5 Miata Grand Touring

Medley, FL

UnscoredInsufficient · 3
$14,000Mileage not verified

Comparison: 3 similar vehicles

Medley, FL

2016 Toyota Corolla S Plus

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

2016 Toyota Corolla S Plus

Medley, FL

Fair PriceLimited · 13
$14,00095,120 mi

Market: $4,500 – $14,462

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 518 days listed (based on current market benchmarks)

Medley, FL

2014 Chevrolet Express Cutaway Base

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

2014 Chevrolet Express Cutaway Base

Medley, FL

UnscoredInsufficient · 0
$14,000Mileage not verified

Medley, FL

2010 GMC 5500

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

2010 GMC 5500

Medley, FL

UnscoredInsufficient · 0
$14,000Mileage not verified

Medley, FL

2008 Isuzu NPR

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

2008 Isuzu NPR

Medley, FL

UnscoredInsufficient · 0
$14,000Mileage not verified

Medley, FL

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Medley, FL

Fair PriceModerate · 26
$14,200Mileage not verified

Market: $7,900 – $15,998

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Medley, FL

2021 Chevrolet Malibu 1LT

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

2021 Chevrolet Malibu 1LT

Medley, FL

Fair PriceLimited · 19
$14,450Mileage not verified

Market: $5,390 – $17,699

Comparison: 19 similar vehicles

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

Medley, FL

2015 Honda Civic SE

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

2015 Honda Civic SE

Medley, FL

Unscored
$14,600Mileage not verified

Comparison: 6 similar vehicles

Medley, FL

2020 Ford Escape SE

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

2020 Ford Escape SE

Medley, FL

Unscored
$14,80027,307 mi

Comparison: 7 similar vehicles

Medley, FL

2019 Ford Transit Van Base

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

2019 Ford Transit Van Base

Medley, FL

Fair PriceRobust · 99
$14,900Mileage not verified

Market: $7,999 – $42,995

Comparison: 99 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1264 days listed (based on current market benchmarks)

Medley, FL

2025 Nissan Sentra S

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

2025 Nissan Sentra S

Medley, FL

Fair PriceLimited · 10
$15,000852 mi

Market: $14,705 – $20,998

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 188 days listed (based on current market benchmarks)

Medley, FL

2024 Toyota Corolla LE

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

2024 Toyota Corolla LE

Medley, FL

Fair PriceRobust · 96
$15,00013,597 mi

Market: $13,995 – $23,515

Comparison: 96 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 188 days listed (based on current market benchmarks)

Medley, FL

2020 Chevrolet Malibu 1LT

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

2020 Chevrolet Malibu 1LT

Medley, FL

OverpricedModerate · 32
$15,00093,505 mi

Market: $4,990 – $13,995

Comparison: 32 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Medley, FL

2022 Chevrolet Trax LT

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

2022 Chevrolet Trax LT

Medley, FL

UnscoredInsufficient · 4
$15,300Mileage not verified

Comparison: 4 similar vehicles

Medley, FL

2025 Toyota Corolla LE

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

2025 Toyota Corolla LE

Medley, FL

Fair PriceRobust · 109
$15,5005,594 mi

Market: $11,000 – $28,115

Comparison: 109 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 105 days listed (based on current market benchmarks)

Medley, FL

2023 Nissan Kicks S

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

2023 Nissan Kicks S

Medley, FL

Unscored
$15,900Mileage not verified

Comparison: 6 similar vehicles

Medley, FL

2022 Chevrolet Trax LT

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

2022 Chevrolet Trax LT

Medley, FL

UnscoredInsufficient · 4
$15,900Mileage not verified

Comparison: 4 similar vehicles

Medley, FL

2020 Dodge Challenger SXT

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

2020 Dodge Challenger SXT

Medley, FL

Unscored
$16,000Mileage not verified

Comparison: 6 similar vehicles

Medley, FL

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 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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