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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

144 listings found

2010 Hyundai Elantra Blue

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

2010 Hyundai Elantra Blue

Winnemucca, NV

UnscoredInsufficient · 0
$4,800217,455 mi

Winnemucca, NV

1997 Nissan Maxima GLE

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

1997 Nissan Maxima GLE

Winnemucca, NV

UnscoredInsufficient · 0
$5,200174,837 mi

Winnemucca, NV

2015 Dodge Journey SXT

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

2015 Dodge Journey SXT

Winnemucca, NV

UnscoredInsufficient · 0
$8,500108,075 mi

Winnemucca, NV

2011 Dodge Nitro Heat

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

2011 Dodge Nitro Heat

Winnemucca, NV

UnscoredInsufficient · 0
$8,70099,017 mi

Winnemucca, NV

2019 Jeep Cherokee Latitude

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

2019 Jeep Cherokee Latitude

Winnemucca, NV

Unscored
$11,494144,195 mi

Comparison: 10 similar vehicles

Winnemucca, NV

2011 Honda CR-V EX

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

2011 Honda CR-V EX

Winnemucca, NV

UnscoredInsufficient · 0
$14,49488,079 mi

Winnemucca, NV

2017 Lincoln MKC Select

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

2017 Lincoln MKC Select

Winnemucca, NV

UnscoredInsufficient · 0
$16,49473,348 mi

Winnemucca, NV

2017 Toyota Highlander XLE

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

2017 Toyota Highlander XLE

Winnemucca, NV

Unscored
$17,008168,537 mi

Comparison: 11 similar vehicles

Winnemucca, NV

2016 Mazda MX-5 Miata Grand Touring

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

2016 Mazda MX-5 Miata Grand Touring

Winnemucca, NV

UnscoredInsufficient · 0
$20,00040,000 mi

Winnemucca, NV

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Winnemucca, NV

OverpricedLimited · 12
$21,49452,068 mi

Market: $16,466 – $19,593

Comparison: 12 similar vehicles

Priced ~10% above the typical market range for similar vehicles (based on current market benchmarks)

Winnemucca, NV

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

Winnemucca, NV

UnscoredInsufficient · 3
$21,49650,749 mi

Comparison: 3 similar vehicles

Winnemucca, NV

2019 Ford Explorer Sport

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

2019 Ford Explorer Sport

Winnemucca, NV

UnscoredInsufficient · 3
$22,49499,698 mi

Comparison: 3 similar vehicles

Winnemucca, NV

2018 Ford Expedition Limited

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

2018 Ford Expedition Limited

Winnemucca, NV

UnscoredInsufficient · 0
$23,494112,420 mi

Winnemucca, NV

2018 Ford F-150 Lariat

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

2018 Ford F-150 Lariat

Winnemucca, NV

Unscored
$25,391121,872 mi

Comparison: 13 similar vehicles

Winnemucca, NV

2020 Subaru Ascent Touring

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

2020 Subaru Ascent Touring

Winnemucca, NV

UnscoredInsufficient · 0
$25,49462,192 mi

Winnemucca, NV

2021 Ford Explorer XLT

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

2021 Ford Explorer XLT

Winnemucca, NV

Fair PriceLimited · 17
$26,49466,324 mi

Market: $11,995 – $26,690

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Winnemucca, NV

2013 Ford Mustang GT Premium

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

2013 Ford Mustang GT Premium

Winnemucca, NV

UnscoredInsufficient · 0
$27,16554,879 mi

Winnemucca, NV

2024 Mazda CX-5 S Preferred package

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

2024 Mazda CX-5 S Preferred package

Winnemucca, NV

UnscoredInsufficient · 0
$27,49434,518 mi

Winnemucca, NV

2017 Ford F-150 Lariat

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

2017 Ford F-150 Lariat

Winnemucca, NV

Fair PriceLimited · 18
$28,94487,268 mi

Market: $11,995 – $30,995

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Winnemucca, NV

2025 Chevrolet Blazer 2LT

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

2025 Chevrolet Blazer 2LT

Winnemucca, NV

UnscoredInsufficient · 0
$31,00024,089 mi

Winnemucca, NV

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

Winnemucca, NV

OverpricedModerate · 29
$31,49483,268 mi

Market: $13,999 – $30,594

Comparison: 29 similar vehicles

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

Winnemucca, NV

2020 Ford Expedition Limited

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

2020 Ford Expedition Limited

Winnemucca, NV

Unscored
$31,92199,293 mi

Comparison: 5 similar vehicles

Winnemucca, NV

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

Winnemucca, NV

UnscoredInsufficient · 0
$32,49450,289 mi

Winnemucca, NV

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

Winnemucca, NV

UnscoredInsufficient · 4
$32,774Mileage not verified

Comparison: 4 similar vehicles

Winnemucca, NV

2020 RAM 1500 Pickup Laramie

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

2020 RAM 1500 Pickup Laramie

Winnemucca, NV

Fair PriceModerate · 24
$33,42181,201 mi

Market: $30,494 – $34,586

Comparison: 24 similar vehicles

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

Winnemucca, NV

2022 Ford F-150 Lariat

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

2022 Ford F-150 Lariat

Winnemucca, NV

UnscoredInsufficient · 0
$33,811105,011 mi

Winnemucca, NV

2026 Ford Bronco Sport Outer Banks

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

2026 Ford Bronco Sport Outer Banks

Winnemucca, NV

UnscoredInsufficient · 4
$34,184Mileage not verified

Comparison: 4 similar vehicles

Winnemucca, NV

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

Winnemucca, NV

UnscoredInsufficient · 4
$35,129Mileage not verified

Comparison: 4 similar vehicles

Winnemucca, NV

2023 Ford Ranger XLT

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

2023 Ford Ranger XLT

Winnemucca, NV

UnscoredInsufficient · 0
$35,49421,815 mi

Winnemucca, NV

2026 Ford Maverick Lobo Standard

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

2026 Ford Maverick Lobo Standard

Winnemucca, NV

UnscoredInsufficient · 0
$35,654Mileage not verified

Winnemucca, NV

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

Winnemucca, NV

UnscoredInsufficient · 4
$35,739Mileage not verified

Comparison: 4 similar vehicles

Winnemucca, NV

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Winnemucca, NV

Unscored
$35,849Mileage not verified

Comparison: 7 similar vehicles

Winnemucca, NV

2026 Ford Maverick Lobo Standard

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

2026 Ford Maverick Lobo Standard

Winnemucca, NV

UnscoredInsufficient · 0
$35,979Mileage not verified

Winnemucca, NV

2026 Ford Bronco Sport Outer Banks

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

2026 Ford Bronco Sport Outer Banks

Winnemucca, NV

UnscoredInsufficient · 4
$35,999Mileage not verified

Comparison: 4 similar vehicles

Winnemucca, NV

2026 Ford Bronco Sport Outer Banks

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

2026 Ford Bronco Sport Outer Banks

Winnemucca, NV

UnscoredInsufficient · 4
$36,244Mileage not verified

Comparison: 4 similar vehicles

Winnemucca, NV

2026 Ford Bronco Sport Outer Banks

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

2026 Ford Bronco Sport Outer Banks

Winnemucca, NV

UnscoredInsufficient · 4
$36,769Mileage not verified

Comparison: 4 similar vehicles

Winnemucca, NV

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

Winnemucca, NV

UnscoredInsufficient · 4
$37,169Mileage not verified

Comparison: 4 similar vehicles

Winnemucca, NV

2026 Ford Bronco Sport Outer Banks

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

2026 Ford Bronco Sport Outer Banks

Winnemucca, NV

UnscoredInsufficient · 4
$37,224Mileage not verified

Comparison: 4 similar vehicles

Winnemucca, NV

2022 Nissan Armada SL

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

2022 Nissan Armada SL

Winnemucca, NV

UnscoredInsufficient · 0
$37,22540,618 mi

Winnemucca, NV

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

Winnemucca, NV

UnscoredInsufficient · 4
$37,264Mileage not verified

Comparison: 4 similar vehicles

Winnemucca, NV

2026 Ford Ranger XL

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

2026 Ford Ranger XL

Winnemucca, NV

Fair PriceRobust · 68
$38,534Mileage not verified

Market: $35,969 – $40,629

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Winnemucca, NV

2026 Ford Ranger XL

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

2026 Ford Ranger XL

Winnemucca, NV

Fair PriceRobust · 68
$38,694Mileage not verified

Market: $35,969 – $40,629

Comparison: 68 similar vehicles

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

Winnemucca, NV

2022 Ford F-150 XLT

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

2022 Ford F-150 XLT

Winnemucca, NV

OverpricedLimited · 19
$39,49464,519 mi

Market: $29,160 – $34,979

Comparison: 19 similar vehicles

Priced ~13% above the typical market range for similar vehicles (based on current market benchmarks)

Winnemucca, NV

2026 Ford Bronco Sport Badlands

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

2026 Ford Bronco Sport Badlands

Winnemucca, NV

Unscored
$40,549Mileage not verified

Comparison: 7 similar vehicles

Winnemucca, NV

2027 Ford Bronco Sport Outer Banks

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

2027 Ford Bronco Sport Outer Banks

Winnemucca, NV

UnscoredInsufficient · 0
$41,439Mileage not verified

Winnemucca, NV

2025 Jeep Wrangler 4-Door Rubicon

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

2025 Jeep Wrangler 4-Door Rubicon

Winnemucca, NV

Unscored
$41,50024,492 mi

Comparison: 7 similar vehicles

Winnemucca, NV

2025 Jeep Wrangler 4-Door Rubicon

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

2025 Jeep Wrangler 4-Door Rubicon

Winnemucca, NV

Unscored
$41,50024,008 mi

Comparison: 7 similar vehicles

Winnemucca, NV

2026 Ford Bronco Sport Badlands

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

2026 Ford Bronco Sport Badlands

Winnemucca, NV

Unscored
$42,034Mileage not verified

Comparison: 7 similar vehicles

Winnemucca, NV

2026 Ford Ranger XLT

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

2026 Ford Ranger XLT

Winnemucca, NV

Unscored
$43,187Mileage not verified

Comparison: 5 similar vehicles

Winnemucca, NV

2024 Mercedes-Benz GLC Coupe GLC300

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

2024 Mercedes-Benz GLC Coupe GLC300

Winnemucca, NV

UnscoredInsufficient · 0
$43,24927,598 mi

Winnemucca, NV

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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