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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

61 listings found

2014 Volkswagen Passat SEL Premium

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

2014 Volkswagen Passat SEL Premium

Des Moines, WA

UnscoredInsufficient · 3
$7,495120,331 mi

Comparison: 3 similar vehicles

Des Moines, WA

2007 Chevrolet Colorado LS

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

2007 Chevrolet Colorado LS

Des Moines, WA

UnscoredInsufficient · 0
$7,995137,776 mi

Des Moines, WA

2014 Nissan JUKE S

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

2014 Nissan JUKE S

Des Moines, WA

UnscoredInsufficient · 0
$8,99592,166 mi

Des Moines, WA

2014 Audi Q5 Premium Plus

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

2014 Audi Q5 Premium Plus

Des Moines, WA

UnscoredInsufficient · 4
$8,995141,677 mi

Comparison: 4 similar vehicles

Des Moines, WA

2007 Honda CR-V LX

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

2007 Honda CR-V LX

Des Moines, WA

UnscoredInsufficient · 4
$8,995155,234 mi

Comparison: 4 similar vehicles

Des Moines, WA

2009 Ford F-150 XL

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

2009 Ford F-150 XL

Des Moines, WA

UnscoredInsufficient · 0
$9,995126,540 mi

Des Moines, WA

2018 Jeep Compass Sport

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

2018 Jeep Compass Sport

Des Moines, WA

UnscoredInsufficient · 3
$10,99578,495 mi

Comparison: 3 similar vehicles

Des Moines, WA

2017 BMW 3 Series 330e

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

2017 BMW 3 Series 330e

Des Moines, WA

Unscored
$10,995105,996 mi

Comparison: 9 similar vehicles

Des Moines, WA

2016 Nissan Rogue SL

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

2016 Nissan Rogue SL

Des Moines, WA

Unscored
$10,99592,216 mi

Comparison: 7 similar vehicles

Des Moines, WA

2014 Jeep Cherokee Latitude

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

2014 Jeep Cherokee Latitude

Des Moines, WA

UnscoredInsufficient · 3
$10,99596,849 mi

Comparison: 3 similar vehicles

Des Moines, WA

2013 Toyota Highlander Limited

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

2013 Toyota Highlander Limited

Des Moines, WA

UnscoredInsufficient · 4
$11,595177,025 mi

Comparison: 4 similar vehicles

Des Moines, WA

2022 Nissan Kicks S

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

2022 Nissan Kicks S

Des Moines, WA

UnscoredInsufficient · 0
$11,99594,720 mi

Des Moines, WA

2008 Lexus IS 350

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

2008 Lexus IS 350

Des Moines, WA

UnscoredInsufficient · 0
$12,995124,971 mi

Des Moines, WA

2018 Volkswagen Atlas SE w/Tech

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

2018 Volkswagen Atlas SE w/Tech

Des Moines, WA

Unscored
$13,995135,928 mi

Comparison: 18 similar vehicles

Des Moines, WA

2017 Subaru Legacy Premium

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

2017 Subaru Legacy Premium

Des Moines, WA

UnscoredInsufficient · 0
$13,995105,622 mi

Des Moines, WA

2017 Jeep Renegade Latitude

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

2017 Jeep Renegade Latitude

Des Moines, WA

Unscored
$13,99561,956 mi

Comparison: 6 similar vehicles

Des Moines, WA

2010 Dodge Challenger R/T

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

2010 Dodge Challenger R/T

Des Moines, WA

UnscoredInsufficient · 3
$13,995112,305 mi

Comparison: 3 similar vehicles

Des Moines, WA

2016 Mercedes-Benz Metris Cargo Van Base

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

2016 Mercedes-Benz Metris Cargo Van Base

Des Moines, WA

UnscoredInsufficient · 4
$14,900124,681 mi

Comparison: 4 similar vehicles

Des Moines, WA

2021 Nissan Sentra SV

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

2021 Nissan Sentra SV

Des Moines, WA

UnscoredInsufficient · 4
$14,99588,524 mi

Comparison: 4 similar vehicles

Des Moines, WA

2021 Nissan Versa Sedan SV

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

2021 Nissan Versa Sedan SV

Des Moines, WA

Unscored
$14,99563,424 mi

Comparison: 5 similar vehicles

Des Moines, WA

2020 Kia Niro LXS

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

2020 Kia Niro LXS

Des Moines, WA

UnscoredInsufficient · 0
$14,995105,844 mi

Des Moines, WA

2018 Honda Accord LX

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

2018 Honda Accord LX

Des Moines, WA

Unscored
$14,995137,206 mi

Comparison: 6 similar vehicles

Des Moines, WA

2018 Nissan Murano SL

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

2018 Nissan Murano SL

Des Moines, WA

UnscoredInsufficient · 4
$14,995108,959 mi

Comparison: 4 similar vehicles

Des Moines, WA

2018 Honda Clarity Base

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

2018 Honda Clarity Base

Des Moines, WA

UnscoredInsufficient · 4
$14,995125,632 mi

Comparison: 4 similar vehicles

Des Moines, WA

2016 Nissan Murano S

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

2016 Nissan Murano S

Des Moines, WA

Unscored
$14,995105,935 mi

Comparison: 6 similar vehicles

Des Moines, WA

2015 BMW 3 Series 335i

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

2015 BMW 3 Series 335i

Des Moines, WA

UnscoredInsufficient · 3
$14,995122,014 mi

Comparison: 3 similar vehicles

Des Moines, WA

2013 Acura RDX Base

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

2013 Acura RDX Base

Des Moines, WA

Unscored
$14,99589,706 mi

Comparison: 5 similar vehicles

Des Moines, WA

2019 Toyota Camry L

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

2019 Toyota Camry L

Des Moines, WA

Unscored
$15,995130,895 mi

Comparison: 5 similar vehicles

Des Moines, WA

2018 Honda Civic EX-L

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

2018 Honda Civic EX-L

Des Moines, WA

UnscoredInsufficient · 4
$15,995138,741 mi

Comparison: 4 similar vehicles

Des Moines, WA

2015 Mercedes-Benz C-Class C300

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

2015 Mercedes-Benz C-Class C300

Des Moines, WA

Fair PriceLimited · 15
$15,99598,249 mi

Market: $6,800 – $15,997

Comparison: 15 similar vehicles

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

Des Moines, WA

2019 Honda Pilot EX

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

2019 Honda Pilot EX

Des Moines, WA

UnscoredInsufficient · 0
$16,995120,759 mi

Des Moines, WA

2017 Dodge Charger Police

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

2017 Dodge Charger Police

Des Moines, WA

UnscoredInsufficient · 0
$16,995119,863 mi

Des Moines, WA

2015 Lexus NX 200t

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

2015 Lexus NX 200t

Des Moines, WA

Unscored
$16,995140,438 mi

Comparison: 9 similar vehicles

Des Moines, WA

2013 Lexus CT Base

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

2013 Lexus CT Base

Des Moines, WA

UnscoredInsufficient · 3
$16,99589,159 mi

Comparison: 3 similar vehicles

Des Moines, WA

2009 Dodge Challenger R/T

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

2009 Dodge Challenger R/T

Des Moines, WA

Unscored
$16,99580,186 mi

Comparison: 6 similar vehicles

Des Moines, WA

2023 Nissan Sentra SV

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

2023 Nissan Sentra SV

Des Moines, WA

UnscoredInsufficient · 3
$17,99558,439 mi

Comparison: 3 similar vehicles

Des Moines, WA

2017 Chevrolet Camaro 1LT

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

2017 Chevrolet Camaro 1LT

Des Moines, WA

UnscoredInsufficient · 3
$17,99568,807 mi

Comparison: 3 similar vehicles

Des Moines, WA

2018 Mercedes-Benz Metris Cargo Van Base

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

2018 Mercedes-Benz Metris Cargo Van Base

Des Moines, WA

UnscoredInsufficient · 0
$18,500110,625 mi

Des Moines, WA

2010 Dodge Challenger SRT8

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

2010 Dodge Challenger SRT8

Des Moines, WA

UnscoredInsufficient · 0
$20,99551,229 mi

Des Moines, WA

2018 Ford F-150 XLT

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

2018 Ford F-150 XLT

Des Moines, WA

Fair PriceRobust · 58
$21,995112,389 mi

Market: $13,995 – $26,431

Comparison: 58 similar vehicles

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

Des Moines, WA

2015 Acura TLX Technology Package

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

2015 Acura TLX Technology Package

Des Moines, WA

OverpricedLimited · 16
$21,99562,887 mi

Market: $9,995 – $19,825

Comparison: 16 similar vehicles

Priced ~11% above the typical market range for similar vehicles (based on current market benchmarks)

Des Moines, WA

2015 Isuzu NRR

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

2015 Isuzu NRR

Des Moines, WA

UnscoredInsufficient · 0
$23,500100,862 mi

Des Moines, WA

2017 Mercedes-Benz Sprinter Passenger Van Base

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

2017 Mercedes-Benz Sprinter Passenger Van Base

Des Moines, WA

UnscoredInsufficient · 4
$24,900137,485 mi

Comparison: 4 similar vehicles

Des Moines, WA

2025 RAM ProMaster Cargo Van Base

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

2025 RAM ProMaster Cargo Van Base

Des Moines, WA

Fair PriceModerate · 24
$29,90012,893 mi

Market: $24,800 – $33,998

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Des Moines, WA

2023 Ford E-Transit Cargo Van Base

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

2023 Ford E-Transit Cargo Van Base

Des Moines, WA

UnscoredInsufficient · 0
$29,90011,012 mi

Des Moines, WA

2025 Ford Transit Van Base

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

2025 Ford Transit Van Base

Des Moines, WA

Fair PriceModerate · 44
$32,5009,722 mi

Market: $30,122 – $64,591

Comparison: 44 similar vehicles

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

Des Moines, WA

2024 Chevrolet BrightDrop Zevo 600

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

2024 Chevrolet BrightDrop Zevo 600

Des Moines, WA

Unscored
$34,5006,715 mi

Comparison: 9 similar vehicles

Des Moines, WA

2020 Isuzu NPR HD

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

2020 Isuzu NPR HD

Des Moines, WA

UnscoredInsufficient · 0
$34,90047,123 mi

Des Moines, WA

2013 Mercedes-Benz Sprinter Cargo Van Base

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

2013 Mercedes-Benz Sprinter Cargo Van Base

Des Moines, WA

UnscoredInsufficient · 3
$34,900108,810 mi

Comparison: 3 similar vehicles

Des Moines, WA

2023 Chevrolet BrightDrop ZEVO 600

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

2023 Chevrolet BrightDrop ZEVO 600

Des Moines, WA

UnscoredInsufficient · 3
$37,5005,508 mi

Comparison: 3 similar vehicles

Des Moines, WA

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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