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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

185 listings found

2007 Chevrolet Silverado Classic 1500 LT1

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

2007 Chevrolet Silverado Classic 1500 LT1

Paynesville, MN

UnscoredInsufficient · 3
$3,250260,002 mi

Comparison: 3 similar vehicles

Paynesville, MN

2008 Chrysler Town & Country Limited

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

2008 Chrysler Town & Country Limited

Paynesville, MN

Unscored
$3,900157,762 mi

Comparison: 5 similar vehicles

Paynesville, MN

2010 Dodge Grand Caravan SE

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

2010 Dodge Grand Caravan SE

Paynesville, MN

UnscoredInsufficient · 3
$5,340151,332 mi

Comparison: 3 similar vehicles

Paynesville, MN

2008 Chevrolet Silverado 1500 1LT

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

2008 Chevrolet Silverado 1500 1LT

Paynesville, MN

Unscored
$5,700183,849 mi

Comparison: 16 similar vehicles

Paynesville, MN

2007 Ford F-350 Super Duty Chassis Cab XL

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

2007 Ford F-350 Super Duty Chassis Cab XL

Paynesville, MN

UnscoredInsufficient · 0
$7,250179,027 mi

Paynesville, MN

2013 Ford Explorer Limited

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

2013 Ford Explorer Limited

Paynesville, MN

Unscored
$7,340196,414 mi

Comparison: 24 similar vehicles

Paynesville, MN

2014 Ford F-150 FX4

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

2014 Ford F-150 FX4

Paynesville, MN

Unscored
$7,840199,254 mi

Comparison: 22 similar vehicles

Paynesville, MN

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Paynesville, MN

Unscored
$8,340107,532 mi

Comparison: 5 similar vehicles

Paynesville, MN

2013 Chevrolet Silverado 1500 LT

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

2013 Chevrolet Silverado 1500 LT

Paynesville, MN

Unscored
$9,000209,042 mi

Comparison: 51 similar vehicles

Paynesville, MN

2015 Ford Escape Titanium

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

2015 Ford Escape Titanium

Paynesville, MN

Fair PriceModerate · 38
$9,850119,282 mi

Market: $4,988 – $11,450

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Paynesville, MN

2015 Chevrolet Cruze 2LT

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

2015 Chevrolet Cruze 2LT

Paynesville, MN

Unscored
$10,00086,453 mi

Comparison: 9 similar vehicles

Paynesville, MN

2008 Dodge Ram 1500 Pickup Laramie

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

2008 Dodge Ram 1500 Pickup Laramie

Paynesville, MN

UnscoredInsufficient · 0
$10,000122,217 mi

Paynesville, MN

2005 Chevrolet Silverado 1500 Z71

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

2005 Chevrolet Silverado 1500 Z71

Paynesville, MN

Unscored
$10,00098,682 mi

Comparison: 7 similar vehicles

Paynesville, MN

2001 Ford F-350 Super Duty XLT

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

2001 Ford F-350 Super Duty XLT

Paynesville, MN

UnscoredInsufficient · 0
$10,350198,564 mi

Paynesville, MN

2017 GMC Acadia Limited Base

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

2017 GMC Acadia Limited Base

Paynesville, MN

UnscoredInsufficient · 3
$12,000123,503 mi

Comparison: 3 similar vehicles

Paynesville, MN

2017 Ford Edge SEL

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

2017 Ford Edge SEL

Paynesville, MN

Fair PriceModerate · 45
$12,84090,760 mi

Market: $7,999 – $18,495

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Paynesville, MN

2016 GMC Yukon XL Denali

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

2016 GMC Yukon XL Denali

Paynesville, MN

Unscored
$13,000182,806 mi

Comparison: 23 similar vehicles

Paynesville, MN

2013 Honda CR-V EX-L

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

2013 Honda CR-V EX-L

Paynesville, MN

Unscored
$14,350143,024 mi

Comparison: 29 similar vehicles

Paynesville, MN

2008 Ford F-350 Super Duty XLT

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

2008 Ford F-350 Super Duty XLT

Paynesville, MN

Fair PriceLimited · 11
$16,84089,660 mi

Market: $9,950 – $16,990

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 169 days listed (based on current market benchmarks)

Paynesville, MN

2024 Nissan Altima SV

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

2024 Nissan Altima SV

Paynesville, MN

UnscoredInsufficient · 4
$17,00066,903 mi

Comparison: 4 similar vehicles

Paynesville, MN

2014 GMC Sierra 1500 SLT

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

2014 GMC Sierra 1500 SLT

Paynesville, MN

Unscored
$17,000151,026 mi

Comparison: 46 similar vehicles

Paynesville, MN

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Paynesville, MN

Unscored
$17,25063,585 mi

Comparison: 8 similar vehicles

Paynesville, MN

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Paynesville, MN

Unscored
$17,75063,153 mi

Comparison: 8 similar vehicles

Paynesville, MN

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Paynesville, MN

Fair PriceModerate · 44
$17,75056,714 mi

Market: $14,799 – $21,295

Comparison: 44 similar vehicles

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

Paynesville, MN

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Paynesville, MN

Fair PriceModerate · 29
$18,50049,553 mi

Market: $17,997 – $22,115

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Paynesville, MN

2023 Ford Escape Active

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

2023 Ford Escape Active

Paynesville, MN

Fair PriceModerate · 37
$20,14036,258 mi

Market: $15,995 – $25,250

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Paynesville, MN

2016 GMC Sierra 1500 Denali

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

2016 GMC Sierra 1500 Denali

Paynesville, MN

Unscored
$20,500156,908 mi

Comparison: 19 similar vehicles

Paynesville, MN

2020 Ford Explorer Platinum

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

2020 Ford Explorer Platinum

Paynesville, MN

Fair PriceModerate · 30
$21,340115,690 mi

Market: $18,249 – $31,704

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 166 days listed (based on current market benchmarks)

Paynesville, MN

2015 GMC Yukon Denali

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

2015 GMC Yukon Denali

Paynesville, MN

Fair PriceModerate · 34
$21,75096,696 mi

Market: $9,999 – $29,500

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 99 days listed (based on current market benchmarks)

Paynesville, MN

2025 Chrysler Pacifica Select

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

2025 Chrysler Pacifica Select

Paynesville, MN

Unscored
$22,00068,866 mi

Comparison: 5 similar vehicles

Paynesville, MN

2021 Volkswagen Atlas SEL

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

2021 Volkswagen Atlas SEL

Paynesville, MN

Fair PriceLimited · 12
$22,25089,355 mi

Market: $15,950 – $22,348

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 399 days listed (based on current market benchmarks)

Paynesville, MN

2024 GMC Terrain SLT

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

2024 GMC Terrain SLT

Paynesville, MN

Fair PriceLimited · 19
$22,75061,852 mi

Market: $20,508 – $24,475

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Paynesville, MN

2024 GMC Terrain SLT

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

2024 GMC Terrain SLT

Paynesville, MN

Fair PriceModerate · 41
$23,00059,916 mi

Market: $22,732 – $24,984

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Paynesville, MN

2023 Ford Edge SEL

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

2023 Ford Edge SEL

Paynesville, MN

Fair PriceLimited · 15
$23,14042,648 mi

Market: $22,897 – $26,850

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 139 days listed (based on current market benchmarks)

Paynesville, MN

2023 Ford Escape Active

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

2023 Ford Escape Active

Paynesville, MN

Unscored
$23,34020,204 mi

Comparison: 5 similar vehicles

Paynesville, MN

2020 Ford Ranger XLT

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

2020 Ford Ranger XLT

Paynesville, MN

Fair PriceModerate · 31
$23,34071,846 mi

Market: $17,349 – $26,309

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Paynesville, MN

2018 Chevrolet Suburban LT

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

2018 Chevrolet Suburban LT

Paynesville, MN

Fair PriceModerate · 37
$23,840101,228 mi

Market: $13,650 – $29,995

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Paynesville, MN

2020 Dodge Durango Citadel

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

2020 Dodge Durango Citadel

Paynesville, MN

UnscoredInsufficient · 3
$24,00081,591 mi

Comparison: 3 similar vehicles

Paynesville, MN

2014 RAM 2500 Pickup Big Horn/Lone Star

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

2014 RAM 2500 Pickup Big Horn/Lone Star

Paynesville, MN

Unscored
$26,00077,662 mi

Comparison: 7 similar vehicles

Paynesville, MN

2024 Hyundai Santa Fe SEL

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

2024 Hyundai Santa Fe SEL

Paynesville, MN

Unscored
$26,75037,089 mi

Comparison: 6 similar vehicles

Paynesville, MN

2021 Chevrolet Blazer RS

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

2021 Chevrolet Blazer RS

Paynesville, MN

Unscored
$26,75068,913 mi

Comparison: 5 similar vehicles

Paynesville, MN

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Paynesville, MN

Fair PriceModerate · 20
$26,84027,270 mi

Market: $24,349 – $31,699

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Paynesville, MN

2021 Ford Ranger Lariat

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

2021 Ford Ranger Lariat

Paynesville, MN

Fair PriceLimited · 16
$27,34072,943 mi

Market: $22,769 – $33,349

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Paynesville, MN

2021 Ford F-150 Lariat

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

2021 Ford F-150 Lariat

Paynesville, MN

Unscored
$27,340134,014 mi

Comparison: 10 similar vehicles

Paynesville, MN

2024 Chevrolet Equinox RS

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

2024 Chevrolet Equinox RS

Paynesville, MN

Unscored
$27,75019,813 mi

Comparison: 5 similar vehicles

Paynesville, MN

2026 Chevrolet Trailblazer LT

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

2026 Chevrolet Trailblazer LT

Paynesville, MN

Fair PriceLimited · 17
$27,8252,568 mi

Market: $27,735 – $33,860

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 273 days listed (based on current market benchmarks)

Paynesville, MN

2021 Ford Ranger Lariat

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

2021 Ford Ranger Lariat

Paynesville, MN

UnscoredInsufficient · 0
$28,34050,554 mi

Paynesville, MN

2024 Ford Edge Titanium

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

2024 Ford Edge Titanium

Paynesville, MN

Fair PriceModerate · 22
$28,84043,090 mi

Market: $25,347 – $28,899

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Paynesville, MN

2021 RAM 1500 Pickup Rebel

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

2021 RAM 1500 Pickup Rebel

Paynesville, MN

Fair PriceLimited · 18
$29,25096,365 mi

Market: $25,835 – $37,979

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 250 days listed (based on current market benchmarks)

Paynesville, MN

2023 Ford Edge ST-Line

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

2023 Ford Edge ST-Line

Paynesville, MN

UnscoredInsufficient · 3
$29,34035,930 mi

Comparison: 3 similar vehicles

Paynesville, MN

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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