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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 1, 2026

6.1M+

Unique vehicles analyzed

as of November 1, 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

652 listings found

2022 Honda Off-Road

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

2022 Honda Off-Road

Moscow Mills, MO

UnscoredInsufficient · 0
$5,899Mileage not verified

Moscow Mills, MO

2008 Ford Explorer Eddie Bauer

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

2008 Ford Explorer Eddie Bauer

Moscow Mills, MO

UnscoredInsufficient · 0
$6,995119,858 mi

Moscow Mills, MO

2008 Ford Edge Limited

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

2008 Ford Edge Limited

Moscow Mills, MO

Unscored
$7,977243,343 mi

Comparison: 6 similar vehicles

Moscow Mills, MO

2018 Hyundai Elantra SE

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

2018 Hyundai Elantra SE

Moscow Mills, MO

UnscoredInsufficient · 0
$7,998123,465 mi

Moscow Mills, MO

2014 Ford Fusion Energi SE Luxury

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

2014 Ford Fusion Energi SE Luxury

Moscow Mills, MO

UnscoredInsufficient · 0
$7,999149,576 mi

Moscow Mills, MO

2014 Cadillac ATS Luxury Collection

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

2014 Cadillac ATS Luxury Collection

Moscow Mills, MO

Unscored
$8,695125,252 mi

Comparison: 7 similar vehicles

Moscow Mills, MO

2011 Ford F-250 Super Duty Lariat

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

2011 Ford F-250 Super Duty Lariat

Moscow Mills, MO

Unscored
$9,500305,655 mi

Comparison: 29 similar vehicles

Moscow Mills, MO

2021 Chevrolet Trailblazer LS

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

2021 Chevrolet Trailblazer LS

Moscow Mills, MO

Unscored
$9,998140,864 mi

Comparison: 6 similar vehicles

Moscow Mills, MO

2020 Mitsubishi Outlander SE

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

2020 Mitsubishi Outlander SE

Moscow Mills, MO

UnscoredInsufficient · 0
$9,998115,731 mi

Moscow Mills, MO

2019 Chrysler Pacifica Touring L

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

2019 Chrysler Pacifica Touring L

Moscow Mills, MO

Unscored
$10,229135,526 mi

Comparison: 62 similar vehicles

Moscow Mills, MO

2019 Nissan Rogue S

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

2019 Nissan Rogue S

Moscow Mills, MO

Fair PriceLimited · 18
$10,998109,019 mi

Market: $5,995 – $19,995

Comparison: 18 similar vehicles

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

Moscow Mills, MO

2020 Ford Escape SEL

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

2020 Ford Escape SEL

Moscow Mills, MO

Fair PriceLimited · 13
$11,495109,714 mi

Market: $11,617 – $15,955

Comparison: 13 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 48 days listed (based on current market benchmarks)

Moscow Mills, MO

2017 Ford Explorer Utility Police Interceptor

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

2017 Ford Explorer Utility Police Interceptor

Moscow Mills, MO

UnscoredInsufficient · 4
$11,970148,961 mi

Comparison: 4 similar vehicles

Moscow Mills, MO

2020 Chevrolet Spark LS

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

2020 Chevrolet Spark LS

Moscow Mills, MO

UnscoredInsufficient · 0
$11,99044,048 mi

Moscow Mills, MO

2017 GMC Acadia SLE-2

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

2017 GMC Acadia SLE-2

Moscow Mills, MO

UnscoredInsufficient · 3
$11,995114,217 mi

Comparison: 3 similar vehicles

Moscow Mills, MO

2017 Jeep Renegade Latitude

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

2017 Jeep Renegade Latitude

Moscow Mills, MO

Fair PriceLimited · 19
$11,99869,718 mi

Market: $6,950 – $12,999

Comparison: 19 similar vehicles

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

Moscow Mills, MO

2019 GMC Acadia SLT-1

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

2019 GMC Acadia SLT-1

Moscow Mills, MO

Unscored
$12,595130,883 mi

Comparison: 17 similar vehicles

Moscow Mills, MO

2017 Chrysler Pacifica Touring-L Plus

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

2017 Chrysler Pacifica Touring-L Plus

Moscow Mills, MO

Unscored
$12,995113,893 mi

Comparison: 7 similar vehicles

Moscow Mills, MO

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Moscow Mills, MO

Unscored
$12,995120,360 mi

Comparison: 8 similar vehicles

Moscow Mills, MO

2017 Nissan Murano SV

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

2017 Nissan Murano SV

Moscow Mills, MO

UnscoredInsufficient · 4
$13,495101,239 mi

Comparison: 4 similar vehicles

Moscow Mills, MO

2018 Ford Fusion Energi SE Luxury

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

2018 Ford Fusion Energi SE Luxury

Moscow Mills, MO

UnscoredInsufficient · 0
$13,90083,081 mi

Moscow Mills, MO

2015 Chevrolet Silverado 3500 Chassis Cab Work Truck

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

2015 Chevrolet Silverado 3500 Chassis Cab Work Truck

Moscow Mills, MO

Unscored
$13,900152,373 mi

Comparison: 5 similar vehicles

Moscow Mills, MO

2020 Kia Sorento S

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

2020 Kia Sorento S

Moscow Mills, MO

Unscored
$14,59592,776 mi

Comparison: 8 similar vehicles

Moscow Mills, MO

2020 Jeep Grand Cherokee Laredo E

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

2020 Jeep Grand Cherokee Laredo E

Moscow Mills, MO

Fair PriceModerate · 21
$14,675116,938 mi

Market: $9,950 – $21,872

Comparison: 21 similar vehicles

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

Moscow Mills, MO

2025 Nissan Versa Sedan S

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

2025 Nissan Versa Sedan S

Moscow Mills, MO

UnscoredInsufficient · 0
$14,79561,571 mi

Moscow Mills, MO

2021 Kia Sportage S

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

2021 Kia Sportage S

Moscow Mills, MO

Great DealLimited · 11
$14,79574,836 mi

Market: $16,720 – $17,403

Comparison: 11 similar vehicles

Competitively priced ~12% below the typical range compared to similar vehicles · 49 days listed (based on current market benchmarks)

Moscow Mills, MO

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

Moscow Mills, MO

UnscoredInsufficient · 3
$14,900140,599 mi

Comparison: 3 similar vehicles

Moscow Mills, MO

2007 Ford Econoline

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

2007 Ford Econoline

Moscow Mills, MO

UnscoredInsufficient · 0
$14,90072,139 mi

Moscow Mills, MO

2015 RAM 1500 Pickup Big Horn/Lone Star

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

2015 RAM 1500 Pickup Big Horn/Lone Star

Moscow Mills, MO

Fair PriceLimited · 10
$15,595112,913 mi

Market: $12,593 – $20,000

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Moscow Mills, MO

2022 Chevrolet Malibu 1FL

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

2022 Chevrolet Malibu 1FL

Moscow Mills, MO

Fair PriceLimited · 17
$15,67782,763 mi

Market: $14,980 – $17,410

Comparison: 17 similar vehicles

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

Moscow Mills, MO

2023 Nissan Kicks SV

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

2023 Nissan Kicks SV

Moscow Mills, MO

Unscored
$15,79073,785 mi

Comparison: 5 similar vehicles

Moscow Mills, MO

2016 Ford F-350 Super Duty XL

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

2016 Ford F-350 Super Duty XL

Moscow Mills, MO

Unscored
$15,900240,500 mi

Comparison: 20 similar vehicles

Moscow Mills, MO

2018 BMW X2 28i

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

2018 BMW X2 28i

Moscow Mills, MO

UnscoredInsufficient · 0
$15,97798,666 mi

Moscow Mills, MO

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

Moscow Mills, MO

Unscored
$15,995129,023 mi

Comparison: 19 similar vehicles

Moscow Mills, MO

2013 Jeep Wrangler Unlimited Sahara

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

2013 Jeep Wrangler Unlimited Sahara

Moscow Mills, MO

UnscoredInsufficient · 4
$15,99594,348 mi

Comparison: 4 similar vehicles

Moscow Mills, MO

1994 Chevrolet Corvette

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

1994 Chevrolet Corvette

Moscow Mills, MO

UnscoredInsufficient · 0
$16,49071,212 mi

Moscow Mills, MO

2014 RAM 4500 Chassis Cab Tradesman

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

2014 RAM 4500 Chassis Cab Tradesman

Moscow Mills, MO

UnscoredInsufficient · 0
$16,700256,248 mi

Moscow Mills, MO

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

Moscow Mills, MO

Unscored
$16,900211,642 mi

Comparison: 6 similar vehicles

Moscow Mills, MO

2016 Ford F-250 Super Duty Lariat

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

2016 Ford F-250 Super Duty Lariat

Moscow Mills, MO

Unscored
$16,900247,957 mi

Comparison: 33 similar vehicles

Moscow Mills, MO

2015 Ford F-250 Super Duty XLT

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

2015 Ford F-250 Super Duty XLT

Moscow Mills, MO

Unscored
$16,900209,151 mi

Comparison: 14 similar vehicles

Moscow Mills, MO

2019 Honda Odyssey EX-L

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

2019 Honda Odyssey EX-L

Moscow Mills, MO

Unscored
$16,995143,397 mi

Comparison: 10 similar vehicles

Moscow Mills, MO

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

Moscow Mills, MO

UnscoredInsufficient · 4
$17,69542,140 mi

Comparison: 4 similar vehicles

Moscow Mills, MO

2020 Ford Explorer XLT

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

2020 Ford Explorer XLT

Moscow Mills, MO

Fair PriceModerate · 35
$17,995107,878 mi

Market: $14,520 – $24,594

Comparison: 35 similar vehicles

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

Moscow Mills, MO

2019 Honda Accord Sport

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

2019 Honda Accord Sport

Moscow Mills, MO

Unscored
$17,99885,347 mi

Comparison: 8 similar vehicles

Moscow Mills, MO

2019 Ford Mustang EcoBoost Premium

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

2019 Ford Mustang EcoBoost Premium

Moscow Mills, MO

Fair PriceModerate · 20
$18,19584,414 mi

Market: $14,850 – $19,997

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Moscow Mills, MO

2021 Jeep Wrangler Unlimited Sport S

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

2021 Jeep Wrangler Unlimited Sport S

Moscow Mills, MO

Unscored
$18,395109,180 mi

Comparison: 9 similar vehicles

Moscow Mills, MO

2023 Chevrolet Malibu RS

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

2023 Chevrolet Malibu RS

Moscow Mills, MO

UnscoredInsufficient · 3
$18,59538,515 mi

Comparison: 3 similar vehicles

Moscow Mills, MO

2021 Ford Explorer XLT

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

2021 Ford Explorer XLT

Moscow Mills, MO

Unscored
$18,595123,189 mi

Comparison: 28 similar vehicles

Moscow Mills, MO

2016 Ford F-350 Super Duty XLT

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

2016 Ford F-350 Super Duty XLT

Moscow Mills, MO

Unscored
$18,700273,092 mi

Comparison: 8 similar vehicles

Moscow Mills, MO

2018 Ford F-250 Super Duty XL

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

2018 Ford F-250 Super Duty XL

Moscow Mills, MO

UnscoredInsufficient · 4
$18,900160,849 mi

Comparison: 4 similar vehicles

Moscow Mills, MO

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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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