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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

347 listings found

2008 Chrysler Town & Country Touring

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

2008 Chrysler Town & Country Touring

Mountain Home, ID

UnscoredInsufficient · 0
$2,900230,183 mi

Mountain Home, ID

2000 Oldsmobile Intrigue GX

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

2000 Oldsmobile Intrigue GX

Mountain Home, ID

UnscoredInsufficient · 0
$3,500207,767 mi

Mountain Home, ID

1999 Oldsmobile Intrigue GL

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

1999 Oldsmobile Intrigue GL

Mountain Home, ID

UnscoredInsufficient · 0
$3,500188,672 mi

Mountain Home, ID

2007 Nissan Altima S

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

2007 Nissan Altima S

Mountain Home, ID

UnscoredInsufficient · 0
$3,900125,807 mi

Mountain Home, ID

1997 Ford F-150

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

1997 Ford F-150

Mountain Home, ID

UnscoredInsufficient · 0
$3,900286,957 mi

Mountain Home, ID

1996 GMC Sierra

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

1996 GMC Sierra

Mountain Home, ID

UnscoredInsufficient · 0
$3,900252,476 mi

Mountain Home, ID

1987 Mercedes-Benz 420

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

1987 Mercedes-Benz 420

Mountain Home, ID

UnscoredInsufficient · 0
$3,900190,880 mi

Mountain Home, ID

1986 Ford Mustang

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

1986 Ford Mustang

Mountain Home, ID

UnscoredInsufficient · 0
$3,900124,384 mi

Mountain Home, ID

1988 Mercedes-Benz 420

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

1988 Mercedes-Benz 420

Mountain Home, ID

UnscoredInsufficient · 0
$5,500129,330 mi

Mountain Home, ID

2002 Ford Ranger XLT Appearance

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

2002 Ford Ranger XLT Appearance

Mountain Home, ID

UnscoredInsufficient · 0
$5,900157,968 mi

Mountain Home, ID

1998 Ford Econoline

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

1998 Ford Econoline

Mountain Home, ID

UnscoredInsufficient · 0
$5,90058,946 mi

Mountain Home, ID

2004 Chevrolet Silverado 1500 LS

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

2004 Chevrolet Silverado 1500 LS

Mountain Home, ID

UnscoredInsufficient · 0
$7,500221,485 mi

Mountain Home, ID

1993 Chevrolet GMT400

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

1993 Chevrolet GMT400

Mountain Home, ID

UnscoredInsufficient · 0
$7,900230,405 mi

Mountain Home, ID

2010 Subaru Forester X Limited

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

2010 Subaru Forester X Limited

Mountain Home, ID

UnscoredInsufficient · 0
$7,998135,055 mi

Mountain Home, ID

2007 Lincoln Town Car Executive

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

2007 Lincoln Town Car Executive

Mountain Home, ID

UnscoredInsufficient · 0
$9,900140,975 mi

Mountain Home, ID

1996 Ford F-350

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

1996 Ford F-350

Mountain Home, ID

UnscoredInsufficient · 0
$9,900111,111 mi

Mountain Home, ID

1985 Chevrolet El Camino

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

1985 Chevrolet El Camino

Mountain Home, ID

UnscoredInsufficient · 0
$9,90088,061 mi

Mountain Home, ID

2014 Jeep Cherokee Trailhawk

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

2014 Jeep Cherokee Trailhawk

Mountain Home, ID

UnscoredInsufficient · 3
$9,998109,190 mi

Comparison: 3 similar vehicles

Mountain Home, ID

2019 GMC Acadia SLT-2

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

2019 GMC Acadia SLT-2

Mountain Home, ID

Unscored
$11,900150,922 mi

Comparison: 6 similar vehicles

Mountain Home, ID

2021 Kia Soul S

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

2021 Kia Soul S

Mountain Home, ID

UnscoredInsufficient · 0
$13,09541,873 mi

Mountain Home, ID

2017 BMW X3 xDrive28i

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

2017 BMW X3 xDrive28i

Mountain Home, ID

UnscoredInsufficient · 3
$13,49079,265 mi

Comparison: 3 similar vehicles

Mountain Home, ID

2020 Chevrolet Malibu 1LT

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

2020 Chevrolet Malibu 1LT

Mountain Home, ID

Fair PriceLimited · 10
$13,59879,153 mi

Market: $8,495 – $14,753

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Mountain Home, ID

2004 Chevrolet Express Base

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

2004 Chevrolet Express Base

Mountain Home, ID

UnscoredInsufficient · 0
$14,900122,854 mi

Mountain Home, ID

2003 Ford F-250 Super Duty XLT

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

2003 Ford F-250 Super Duty XLT

Mountain Home, ID

Unscored
$14,900199,305 mi

Comparison: 8 similar vehicles

Mountain Home, ID

1986 Chevrolet Corvette

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

1986 Chevrolet Corvette

Mountain Home, ID

UnscoredInsufficient · 0
$15,00054,675 mi

Mountain Home, ID

2014 Dodge Challenger R/T

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

2014 Dodge Challenger R/T

Mountain Home, ID

UnscoredInsufficient · 0
$15,59892,271 mi

Mountain Home, ID

2003 Dodge Ram 2500 Pickup SLT

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

2003 Dodge Ram 2500 Pickup SLT

Mountain Home, ID

UnscoredInsufficient · 0
$15,900247,297 mi

Mountain Home, ID

2019 Cadillac XT5 Luxury

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

2019 Cadillac XT5 Luxury

Mountain Home, ID

UnscoredInsufficient · 0
$15,91188,038 mi

Mountain Home, ID

2024 Nissan Versa Sedan SV

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

2024 Nissan Versa Sedan SV

Mountain Home, ID

UnscoredInsufficient · 0
$15,99848,884 mi

Mountain Home, ID

2021 Mazda CX-3 Sport

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

2021 Mazda CX-3 Sport

Mountain Home, ID

UnscoredInsufficient · 0
$15,99853,491 mi

Mountain Home, ID

2015 Kia Sportage LX

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

2015 Kia Sportage LX

Mountain Home, ID

UnscoredInsufficient · 0
$16,50077,785 mi

Mountain Home, ID

2018 Subaru Impreza Premium

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

2018 Subaru Impreza Premium

Mountain Home, ID

UnscoredInsufficient · 0
$16,79856,430 mi

Mountain Home, ID

2019 Ford Escape SE

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

2019 Ford Escape SE

Mountain Home, ID

UnscoredInsufficient · 0
$16,99829,884 mi

Mountain Home, ID

2019 Dodge Durango SXT Plus

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

2019 Dodge Durango SXT Plus

Mountain Home, ID

UnscoredInsufficient · 0
$17,990101,558 mi

Mountain Home, ID

2023 Jeep Renegade Latitude

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

2023 Jeep Renegade Latitude

Mountain Home, ID

Fair PriceLimited · 10
$17,99856,655 mi

Market: $14,544 – $18,544

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Mountain Home, ID

2022 Ford Bronco Sport Outer Banks

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

2022 Ford Bronco Sport Outer Banks

Mountain Home, ID

UnscoredInsufficient · 0
$18,49882,087 mi

Mountain Home, ID

2019 Honda HR-V EX

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

2019 Honda HR-V EX

Mountain Home, ID

UnscoredInsufficient · 0
$18,49856,038 mi

Mountain Home, ID

2017 Subaru WRX STI Limited

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

2017 Subaru WRX STI Limited

Mountain Home, ID

UnscoredInsufficient · 0
$18,998114,281 mi

Mountain Home, ID

2022 Chevrolet Equinox 2FL

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

2022 Chevrolet Equinox 2FL

Mountain Home, ID

UnscoredInsufficient · 0
$19,29857,643 mi

Mountain Home, ID

2024 Jeep Compass Latitude

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

2024 Jeep Compass Latitude

Mountain Home, ID

Unscored
$19,59872,067 mi

Comparison: 5 similar vehicles

Mountain Home, ID

2006 Dodge Ram 2500 Pickup SLT

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

2006 Dodge Ram 2500 Pickup SLT

Mountain Home, ID

Unscored
$19,900164,862 mi

Comparison: 5 similar vehicles

Mountain Home, ID

2000 Ford F-250 Super Duty LARIAT

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

2000 Ford F-250 Super Duty LARIAT

Mountain Home, ID

UnscoredInsufficient · 0
$19,900220,588 mi

Mountain Home, ID

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

Mountain Home, ID

Unscored
$19,999131,005 mi

Comparison: 32 similar vehicles

Mountain Home, ID

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

Mountain Home, ID

UnscoredInsufficient · 0
$20,32557,061 mi

Mountain Home, ID

2023 Chevrolet Traverse 1LT

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

2023 Chevrolet Traverse 1LT

Mountain Home, ID

Fair PriceModerate · 21
$20,411107,218 mi

Market: $19,567 – $26,592

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 80 days listed (based on current market benchmarks)

Mountain Home, ID

2025 Nissan Rogue SV

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

2025 Nissan Rogue SV

Mountain Home, ID

UnscoredInsufficient · 3
$20,59855,404 mi

Comparison: 3 similar vehicles

Mountain Home, ID

2019 Ford Explorer Platinum

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

2019 Ford Explorer Platinum

Mountain Home, ID

UnscoredInsufficient · 0
$20,598109,506 mi

Mountain Home, ID

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Mountain Home, ID

UnscoredInsufficient · 0
$20,9116,809 mi

Mountain Home, ID

2025 Mazda CX-30 S

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

2025 Mazda CX-30 S

Mountain Home, ID

UnscoredInsufficient · 0
$20,91118,289 mi

Mountain Home, ID

2022 Ford Explorer XLT

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

2022 Ford Explorer XLT

Mountain Home, ID

Fair PriceLimited · 12
$20,91193,084 mi

Market: $20,346 – $24,893

Comparison: 12 similar vehicles

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

Mountain Home, ID

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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