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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 · October 24, 2026

6M+

Unique vehicles analyzed

as of October 24, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

342 listings found

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Waynesville, NC

UnscoredModerate · 42
$4,500147,313 mi

Comparison: 42 similar vehicles

Waynesville, NC

2003 Honda Pilot EX

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

2003 Honda Pilot EX

Waynesville, NC

UnscoredInsufficient · 3
$5,200151,668 mi

Comparison: 3 similar vehicles

Waynesville, NC

2015 Chrysler Town & Country Limited Platinum

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

2015 Chrysler Town & Country Limited Platinum

Waynesville, NC

UnscoredInsufficient · 3
$6,250112,021 mi

Comparison: 3 similar vehicles

Waynesville, NC

2014 Kia Sportage LX

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

2014 Kia Sportage LX

Waynesville, NC

UnscoredModerate · 20
$6,500131,336 mi

Comparison: 20 similar vehicles

Waynesville, NC

2015 Kia Soul Base

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

2015 Kia Soul Base

Waynesville, NC

UnscoredInsufficient · 4
$6,900129,607 mi

Comparison: 4 similar vehicles

Waynesville, NC

2005 Ford Taurus SEL

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

2005 Ford Taurus SEL

Waynesville, NC

UnscoredInsufficient · 0
$8,49991,911 mi

Waynesville, NC

2010 Honda CR-V LX

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

2010 Honda CR-V LX

Waynesville, NC

UnscoredRobust · 57
$8,700132,757 mi

Comparison: 57 similar vehicles

Waynesville, NC

2011 Honda CR-V LX

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

2011 Honda CR-V LX

Waynesville, NC

UnscoredLimited · 5
$8,900131,851 mi

Comparison: 5 similar vehicles

Waynesville, NC

2014 Ford Explorer Sport

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

2014 Ford Explorer Sport

Waynesville, NC

UnscoredLimited · 13
$10,200144,582 mi

Comparison: 13 similar vehicles

Waynesville, NC

2018 Chevrolet Traverse 1LT

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

2018 Chevrolet Traverse 1LT

Waynesville, NC

UnscoredRobust · 75
$10,997130,728 mi

Comparison: 75 similar vehicles

Waynesville, NC

2014 Volkswagen Touareg Sport

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

2014 Volkswagen Touareg Sport

Waynesville, NC

UnscoredInsufficient · 4
$11,995110,755 mi

Comparison: 4 similar vehicles

Waynesville, NC

2018 Jeep Grand Cherokee Limited

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

2018 Jeep Grand Cherokee Limited

Waynesville, NC

UnscoredRobust · 209
$12,900129,420 mi

Comparison: 209 similar vehicles

Waynesville, NC

2012 GMC Sierra 1500 SLE

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

2012 GMC Sierra 1500 SLE

Waynesville, NC

UnscoredModerate · 24
$14,500130,568 mi

Comparison: 24 similar vehicles

Waynesville, NC

2023 Kia Sportage LX

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

2023 Kia Sportage LX

Waynesville, NC

UnscoredRobust · 80
$14,598134,319 mi

Comparison: 80 similar vehicles

Waynesville, NC

2020 Dodge Grand Caravan GT

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

2020 Dodge Grand Caravan GT

Waynesville, NC

OverpricedLimited · 19
$15,20085,255 mi

Market: $7,920 – $14,995

Comparison: 19 similar vehicles

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

Waynesville, NC

2021 Toyota Corolla SE

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

2021 Toyota Corolla SE

Waynesville, NC

Fair PriceRobust · 69
$15,499104,695 mi

Market: $10,890 – $20,351

Comparison: 69 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Waynesville, NC

2018 Jeep Compass Limited

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

2018 Jeep Compass Limited

Waynesville, NC

Fair PriceRobust · 52
$15,56971,181 mi

Market: $5,950 – $18,098

Comparison: 52 similar vehicles

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

Waynesville, NC

2020 Ford Escape Titanium

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

2020 Ford Escape Titanium

Waynesville, NC

UnscoredInsufficient · 3
$15,90094,218 mi

Comparison: 3 similar vehicles

Waynesville, NC

2022 Kia Soul LX

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

2022 Kia Soul LX

Waynesville, NC

UnscoredInsufficient · 3
$15,99762,049 mi

Comparison: 3 similar vehicles

Waynesville, NC

2019 Jeep Cherokee Limited

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

2019 Jeep Cherokee Limited

Waynesville, NC

Fair PriceRobust · 362
$15,99761,980 mi

Market: $6,299 – $25,000

Comparison: 362 similar vehicles

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

Waynesville, NC

2015 GMC Yukon XL SLE

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

2015 GMC Yukon XL SLE

Waynesville, NC

UnscoredInsufficient · 4
$16,200147,540 mi

Comparison: 4 similar vehicles

Waynesville, NC

2021 Nissan Rogue SV

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

2021 Nissan Rogue SV

Waynesville, NC

Fair PriceLimited · 11
$16,49983,941 mi

Market: $15,598 – $18,799

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Waynesville, NC

2016 Chevrolet Silverado 2500HD Work Truck

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

2016 Chevrolet Silverado 2500HD Work Truck

Waynesville, NC

UnscoredModerate · 44
$16,500142,744 mi

Comparison: 44 similar vehicles

Waynesville, NC

2020 Jeep Cherokee Altitude

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

2020 Jeep Cherokee Altitude

Waynesville, NC

Fair PriceRobust · 53
$16,59877,183 mi

Market: $8,599 – $23,795

Comparison: 53 similar vehicles

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

Waynesville, NC

2019 Toyota Highlander SE

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

2019 Toyota Highlander SE

Waynesville, NC

UnscoredRobust · 51
$17,300184,289 mi

Comparison: 51 similar vehicles

Waynesville, NC

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Waynesville, NC

Fair PriceRobust · 278
$17,73488,180 mi

Market: $7,500 – $20,495

Comparison: 278 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Waynesville, NC

2019 Ford Edge ST

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

2019 Ford Edge ST

Waynesville, NC

Fair PriceModerate · 37
$17,750105,219 mi

Market: $12,394 – $26,499

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 103 days listed (based on current market benchmarks)

Waynesville, NC

2018 Toyota Highlander XLE

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

2018 Toyota Highlander XLE

Waynesville, NC

UnscoredInsufficient · 4
$17,900142,442 mi

Comparison: 4 similar vehicles

Waynesville, NC

2016 Chevrolet Tahoe LT

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

2016 Chevrolet Tahoe LT

Waynesville, NC

UnscoredInsufficient · 4
$17,900150,787 mi

Comparison: 4 similar vehicles

Waynesville, NC

2021 Buick Encore GX Essence

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

2021 Buick Encore GX Essence

Waynesville, NC

UnscoredLimited · 6
$17,99798,185 mi

Comparison: 6 similar vehicles

Waynesville, NC

2020 Hyundai Palisade SEL

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

2020 Hyundai Palisade SEL

Waynesville, NC

UnscoredInsufficient · 4
$18,900111,668 mi

Comparison: 4 similar vehicles

Waynesville, NC

2017 Subaru Forester Premium

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

2017 Subaru Forester Premium

Waynesville, NC

UnscoredInsufficient · 3
$18,99763,627 mi

Comparison: 3 similar vehicles

Waynesville, NC

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Waynesville, NC

Fair PriceRobust · 519
$19,39663,593 mi

Market: $12,378 – $24,677

Comparison: 519 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Waynesville, NC

2021 Ford Ranger XL

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

2021 Ford Ranger XL

Waynesville, NC

Fair PriceModerate · 29
$19,500113,918 mi

Market: $16,076 – $25,988

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

Waynesville, NC

2022 Jeep Compass Latitude

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

2022 Jeep Compass Latitude

Waynesville, NC

Fair PriceRobust · 52
$19,99756,446 mi

Market: $15,619 – $22,199

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Waynesville, NC

2018 Subaru WRX Premium

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

2018 Subaru WRX Premium

Waynesville, NC

UnscoredLimited · 7
$20,978103,046 mi

Comparison: 7 similar vehicles

Waynesville, NC

2022 Volkswagen Tiguan SEL R-LINE

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

2022 Volkswagen Tiguan SEL R-LINE

Waynesville, NC

Fair PriceRobust · 74
$20,99791,374 mi

Market: $16,999 – $24,250

Comparison: 74 similar vehicles

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

Waynesville, NC

2018 Jeep All-New Wrangler Unlimited Rubicon

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

2018 Jeep All-New Wrangler Unlimited Rubicon

Waynesville, NC

UnscoredInsufficient · 3
$20,997141,577 mi

Comparison: 3 similar vehicles

Waynesville, NC

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

Waynesville, NC

UnscoredLimited · 6
$21,34334,186 mi

Comparison: 6 similar vehicles

Waynesville, NC

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

Waynesville, NC

UnscoredLimited · 9
$21,900116,669 mi

Comparison: 9 similar vehicles

Waynesville, NC

2016 Chevrolet Silverado 1500 LT

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

2016 Chevrolet Silverado 1500 LT

Waynesville, NC

UnscoredLimited · 6
$21,99790,018 mi

Comparison: 6 similar vehicles

Waynesville, NC

2023 Mazda CX-30 Turbo Premium

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

2023 Mazda CX-30 Turbo Premium

Waynesville, NC

UnscoredInsufficient · 3
$22,36543,279 mi

Comparison: 3 similar vehicles

Waynesville, NC

2024 Toyota Corolla LE

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

2024 Toyota Corolla LE

Waynesville, NC

UnscoredLimited · 7
$22,66447,558 mi

Comparison: 7 similar vehicles

Waynesville, NC

2022 RAM Promaster City Base

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

2022 RAM Promaster City Base

Waynesville, NC

Fair PriceRobust · 144
$22,99762,441 mi

Market: $6,950 – $26,924

Comparison: 144 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Waynesville, NC

2020 Jeep Wrangler Unlimited Willys

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

2020 Jeep Wrangler Unlimited Willys

Waynesville, NC

UnscoredInsufficient · 3
$23,10984,584 mi

Comparison: 3 similar vehicles

Waynesville, NC

2022 Jeep Compass High Altitude

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

2022 Jeep Compass High Altitude

Waynesville, NC

UnscoredInsufficient · 3
$23,37953,596 mi

Comparison: 3 similar vehicles

Waynesville, NC

2022 Jeep Grand Cherokee WK Laredo E

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

2022 Jeep Grand Cherokee WK Laredo E

Waynesville, NC

Fair PriceModerate · 27
$23,50067,314 mi

Market: $17,499 – $24,995

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 92 days listed (based on current market benchmarks)

Waynesville, NC

2020 Subaru Forester Sport

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

2020 Subaru Forester Sport

Waynesville, NC

UnscoredLimited · 5
$23,59860,177 mi

Comparison: 5 similar vehicles

Waynesville, NC

2021 RAM 1500 Pickup Big Horn/Lone Star

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

2021 RAM 1500 Pickup Big Horn/Lone Star

Waynesville, NC

UnscoredLimited · 10
$23,900130,645 mi

Comparison: 10 similar vehicles

Waynesville, NC

2019 RAM 1500 Classic Express

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

2019 RAM 1500 Classic Express

Waynesville, NC

Fair PriceModerate · 46
$23,995111,029 mi

Market: $11,900 – $25,990

Comparison: 46 similar vehicles

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

Waynesville, NC

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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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