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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

285 listings found

2014 Ford Focus SE

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

2014 Ford Focus SE

Canby, OR

Unscored
$4,700120,447 mi

Comparison: 27 similar vehicles

Canby, OR

2000 GMC Sonoma SL

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

2000 GMC Sonoma SL

Canby, OR

UnscoredInsufficient · 0
$4,950193,942 mi

Canby, OR

1991 Geo Prizm

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

1991 Geo Prizm

Canby, OR

UnscoredInsufficient · 0
$5,95071,104 mi

Canby, OR

2008 MINI Cooper Base

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

2008 MINI Cooper Base

Canby, OR

UnscoredInsufficient · 0
$6,45076,939 mi

Canby, OR

2014 Chevrolet Impala 1FL

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

2014 Chevrolet Impala 1FL

Canby, OR

UnscoredInsufficient · 3
$6,700109,827 mi

Comparison: 3 similar vehicles

Canby, OR

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Canby, OR

UnscoredInsufficient · 3
$7,498147,179 mi

Comparison: 3 similar vehicles

Canby, OR

2004 Jeep Wrangler X

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

2004 Jeep Wrangler X

Canby, OR

UnscoredInsufficient · 0
$8,500158,562 mi

Canby, OR

2020 Kia Sorento LX

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

2020 Kia Sorento LX

Canby, OR

Unscored
$8,860208,741 mi

Comparison: 36 similar vehicles

Canby, OR

2013 Ford Taurus

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

2013 Ford Taurus

Canby, OR

UnscoredInsufficient · 0
$8,90090,313 mi

Canby, OR

1995 Chevrolet G-P

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

1995 Chevrolet G-P

Canby, OR

UnscoredInsufficient · 0
$9,700134,791 mi

Canby, OR

2014 Chevrolet Express Cargo Work Van

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

2014 Chevrolet Express Cargo Work Van

Canby, OR

Unscored
$9,95087,308 mi

Comparison: 7 similar vehicles

Canby, OR

2012 GMC Terrain SLT-2

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

2012 GMC Terrain SLT-2

Canby, OR

UnscoredInsufficient · 0
$10,248102,367 mi

Canby, OR

2015 Jeep Cherokee Latitude

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

2015 Jeep Cherokee Latitude

Canby, OR

Fair PriceLimited · 15
$10,69887,771 mi

Market: $6,995 – $13,838

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Canby, OR

2002 Chevrolet Tracker Base

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

2002 Chevrolet Tracker Base

Canby, OR

UnscoredInsufficient · 0
$10,70091,215 mi

Canby, OR

1998 Chevrolet Express Base

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

1998 Chevrolet Express Base

Canby, OR

UnscoredInsufficient · 0
$10,90071,505 mi

Canby, OR

1991 Acura Legend

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

1991 Acura Legend

Canby, OR

UnscoredInsufficient · 0
$11,500150,856 mi

Canby, OR

2010 Chevrolet Express Cargo Work Van

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

2010 Chevrolet Express Cargo Work Van

Canby, OR

UnscoredInsufficient · 0
$11,70072,614 mi

Canby, OR

2014 Subaru Forester i Touring

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

2014 Subaru Forester i Touring

Canby, OR

Unscored
$11,893123,718 mi

Comparison: 13 similar vehicles

Canby, OR

2007 Ford Econoline Van Commercial

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

2007 Ford Econoline Van Commercial

Canby, OR

UnscoredInsufficient · 4
$12,500134,301 mi

Comparison: 4 similar vehicles

Canby, OR

2017 Volkswagen Tiguan Limited Base

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

2017 Volkswagen Tiguan Limited Base

Canby, OR

UnscoredInsufficient · 0
$12,69152,653 mi

Canby, OR

2017 Nissan Frontier S

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

2017 Nissan Frontier S

Canby, OR

UnscoredInsufficient · 0
$12,700100,293 mi

Canby, OR

2008 Ford F-250 Super Duty XLT

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

2008 Ford F-250 Super Duty XLT

Canby, OR

UnscoredInsufficient · 3
$12,70073,095 mi

Comparison: 3 similar vehicles

Canby, OR

2008 Ford F-350 Super Duty XL

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

2008 Ford F-350 Super Duty XL

Canby, OR

Unscored
$12,70075,116 mi

Comparison: 8 similar vehicles

Canby, OR

1994 Lincoln Town Car

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

1994 Lincoln Town Car

Canby, OR

UnscoredInsufficient · 0
$12,70082,640 mi

Canby, OR

1986 Suzuki Samurai

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

1986 Suzuki Samurai

Canby, OR

UnscoredInsufficient · 0
$12,90015,403 mi

Canby, OR

2020 Kia Sedona EX

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

2020 Kia Sedona EX

Canby, OR

Unscored
$13,90073,702 mi

Comparison: 6 similar vehicles

Canby, OR

2000 Jeep Cherokee SPORT

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

2000 Jeep Cherokee SPORT

Canby, OR

UnscoredInsufficient · 0
$14,500136,240 mi

Canby, OR

2001 Dodge Dakota SPORT

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

2001 Dodge Dakota SPORT

Canby, OR

UnscoredInsufficient · 0
$14,70073,414 mi

Canby, OR

1990 Toyota 4Runner

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

1990 Toyota 4Runner

Canby, OR

UnscoredInsufficient · 0
$14,700180,465 mi

Canby, OR

2019 Ford Escape S

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

2019 Ford Escape S

Canby, OR

UnscoredInsufficient · 0
$14,71850,653 mi

Canby, OR

2017 INFINITI QX50 Base

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

2017 INFINITI QX50 Base

Canby, OR

Fair PriceLimited · 10
$14,87370,908 mi

Market: $6,999 – $17,998

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Canby, OR

2014 Chevrolet Express Cargo Work Van

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

2014 Chevrolet Express Cargo Work Van

Canby, OR

Unscored
$14,90085,920 mi

Comparison: 7 similar vehicles

Canby, OR

2006 Chevrolet Express Cargo Base

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

2006 Chevrolet Express Cargo Base

Canby, OR

UnscoredInsufficient · 0
$15,000123,274 mi

Canby, OR

2009 Chevrolet Express Cargo Work Van

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

2009 Chevrolet Express Cargo Work Van

Canby, OR

UnscoredInsufficient · 0
$15,90095,498 mi

Canby, OR

2008 Ford E-Series Econoline Wagon

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

2008 Ford E-Series Econoline Wagon

Canby, OR

UnscoredInsufficient · 0
$15,900119,350 mi

Canby, OR

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

Canby, OR

Fair PriceModerate · 22
$15,97449,419 mi

Market: $15,000 – $16,149

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 101 days listed (based on current market benchmarks)

Canby, OR

2021 Hyundai Venue SEL

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

2021 Hyundai Venue SEL

Canby, OR

UnscoredInsufficient · 0
$15,99043,959 mi

Canby, OR

2007 Dodge Ram 3500 Pickup

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

2007 Dodge Ram 3500 Pickup

Canby, OR

UnscoredInsufficient · 0
$16,500240,610 mi

Canby, OR

2024 Nissan LEAF SV PLUS

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

2024 Nissan LEAF SV PLUS

Canby, OR

Great DealModerate · 25
$18,27028,796 mi

Market: $19,841 – $22,125

Comparison: 25 similar vehicles

Competitively priced ~8% below the typical range compared to similar vehicles · 52 days listed (based on current market benchmarks)

Canby, OR

2018 RAM 1500 Pickup Tradesman

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

2018 RAM 1500 Pickup Tradesman

Canby, OR

Fair PriceModerate · 46
$18,37668,462 mi

Market: $13,995 – $20,619

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Canby, OR

2008 Jaguar XK Series XK Coupe

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

2008 Jaguar XK Series XK Coupe

Canby, OR

UnscoredInsufficient · 0
$18,50052,765 mi

Canby, OR

2010 Honda Element EX

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

2010 Honda Element EX

Canby, OR

UnscoredInsufficient · 3
$18,700120,317 mi

Comparison: 3 similar vehicles

Canby, OR

2008 GMC Savana Cargo Base

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

2008 GMC Savana Cargo Base

Canby, OR

UnscoredInsufficient · 0
$18,70065,740 mi

Canby, OR

2017 RAM 1500 Pickup Tradesman

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

2017 RAM 1500 Pickup Tradesman

Canby, OR

UnscoredInsufficient · 3
$18,83143,036 mi

Comparison: 3 similar vehicles

Canby, OR

2020 Kia Sportage EX

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

2020 Kia Sportage EX

Canby, OR

UnscoredInsufficient · 0
$18,88457,352 mi

Canby, OR

2018 Nissan Titan SV

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

2018 Nissan Titan SV

Canby, OR

Fair PriceLimited · 14
$18,990104,805 mi

Market: $14,956 – $23,700

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Canby, OR

2012 Ford F-450 Super Duty Chassis Cab XLT

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

2012 Ford F-450 Super Duty Chassis Cab XLT

Canby, OR

UnscoredInsufficient · 3
$19,700161,128 mi

Comparison: 3 similar vehicles

Canby, OR

2008 Chevrolet Express Cargo Work Van

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

2008 Chevrolet Express Cargo Work Van

Canby, OR

UnscoredInsufficient · 3
$19,700111,694 mi

Comparison: 3 similar vehicles

Canby, OR

2019 Volkswagen Arteon SE

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

2019 Volkswagen Arteon SE

Canby, OR

UnscoredInsufficient · 0
$19,70560,599 mi

Canby, OR

2009 Ford E-Series Econoline Van Commercial

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

2009 Ford E-Series Econoline Van Commercial

Canby, OR

UnscoredInsufficient · 3
$19,90070,034 mi

Comparison: 3 similar vehicles

Canby, OR

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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