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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 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

89 listings found

2001 Ford Crown Victoria LX

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

2001 Ford Crown Victoria LX

Camas, WA

Salvage title
$4,700101,564 mi

Camas, WA

2010 Subaru Outback I Premium

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

2010 Subaru Outback I Premium

Camas, WA

Unscored
$5,195206,116 mi

Comparison: 9 similar vehicles

Camas, WA

2008 Buick Lucerne CXL

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

2008 Buick Lucerne CXL

Camas, WA

Salvage title
$5,199119,889 mi

Camas, WA

2013 Acura RDX Technology Package

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

2013 Acura RDX Technology Package

Camas, WA

Unscored
$6,195182,168 mi

Comparison: 7 similar vehicles

Camas, WA

2008 smart fortwo pure

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

2008 smart fortwo pure

Camas, WA

Salvage title
$6,19568,794 mi

Camas, WA

2007 Ford Escape XLT

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

2007 Ford Escape XLT

Camas, WA

Unscored
$6,19982,245 mi

Comparison: 5 similar vehicles

Camas, WA

2014 Ford Focus SE

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

2014 Ford Focus SE

Camas, WA

Fair PriceLimited · 12
$6,70068,962 mi

Market: $3,995 – $9,998

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 93 days listed (based on current market benchmarks)

Camas, WA

2008 Ford Edge SEL

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

2008 Ford Edge SEL

Camas, WA

UnscoredInsufficient · 0
$6,950167,409 mi

Camas, WA

2007 Scion tC Base

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

2007 Scion tC Base

Camas, WA

UnscoredInsufficient · 3
$6,950112,946 mi

Comparison: 3 similar vehicles

Camas, WA

2005 Toyota Camry Solara SE

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

2005 Toyota Camry Solara SE

Camas, WA

UnscoredInsufficient · 0
$7,195132,254 mi

Camas, WA

2000 Ford F-250 Super Duty LARIAT

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

2000 Ford F-250 Super Duty LARIAT

Camas, WA

UnscoredInsufficient · 4
$7,195129,439 mi

Comparison: 4 similar vehicles

Camas, WA

2019 Dodge Grand Caravan SXT

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

2019 Dodge Grand Caravan SXT

Camas, WA

Unscored
$8,000151,690 mi

Comparison: 20 similar vehicles

Camas, WA

2020 Chevrolet Equinox LS

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

2020 Chevrolet Equinox LS

Camas, WA

Salvage title
$8,195163,930 mi

Camas, WA

2007 Lexus IS 250

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

2007 Lexus IS 250

Camas, WA

Unscored
$8,195156,620 mi

Comparison: 5 similar vehicles

Camas, WA

2016 Volkswagen Passat S

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

2016 Volkswagen Passat S

Camas, WA

UnscoredInsufficient · 3
$8,199133,238 mi

Comparison: 3 similar vehicles

Camas, WA

2011 Honda Pilot Touring

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

2011 Honda Pilot Touring

Camas, WA

UnscoredInsufficient · 0
$8,199170,375 mi

Camas, WA

2015 Nissan Pathfinder SV

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

2015 Nissan Pathfinder SV

Camas, WA

UnscoredInsufficient · 4
$8,300118,281 mi

Comparison: 4 similar vehicles

Camas, WA

2015 Volvo S60 T5 Premier

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

2015 Volvo S60 T5 Premier

Camas, WA

UnscoredInsufficient · 3
$8,39973,698 mi

Comparison: 3 similar vehicles

Camas, WA

2006 Nissan Frontier XE

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

2006 Nissan Frontier XE

Camas, WA

UnscoredInsufficient · 0
$8,700168,827 mi

Camas, WA

2006 Toyota Tacoma PreRunner

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

2006 Toyota Tacoma PreRunner

Camas, WA

UnscoredInsufficient · 4
$8,800201,039 mi

Comparison: 4 similar vehicles

Camas, WA

2010 Mercedes-Benz GL-Class GL450

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

2010 Mercedes-Benz GL-Class GL450

Camas, WA

Salvage title
$9,195118,928 mi

Camas, WA

2017 Nissan Sentra S

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

2017 Nissan Sentra S

Camas, WA

Fair PriceModerate · 22
$9,19968,556 mi

Market: $8,995 – $13,995

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 205 days listed (based on current market benchmarks)

Camas, WA

2016 BMW 5 Series 528i

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

2016 BMW 5 Series 528i

Camas, WA

Unscored
$9,700121,882 mi

Comparison: 5 similar vehicles

Camas, WA

2010 Ford Ranger XL

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

2010 Ford Ranger XL

Camas, WA

UnscoredInsufficient · 0
$9,90095,788 mi

Camas, WA

2017 Audi Q5 Premium

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

2017 Audi Q5 Premium

Camas, WA

UnscoredInsufficient · 3
$9,950118,015 mi

Comparison: 3 similar vehicles

Camas, WA

2016 Ford Edge SEL

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

2016 Ford Edge SEL

Camas, WA

Salvage title
$10,19574,834 mi

Camas, WA

2010 INFINITI QX 56

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

2010 INFINITI QX 56

Camas, WA

UnscoredInsufficient · 4
$10,195109,808 mi

Comparison: 4 similar vehicles

Camas, WA

2003 GMC Sierra 1500HD SLE

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

2003 GMC Sierra 1500HD SLE

Camas, WA

UnscoredInsufficient · 0
$10,195240,500 mi

Camas, WA

1999 Dodge Ram Pickup ST

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

1999 Dodge Ram Pickup ST

Camas, WA

Unscored
$10,195273,100 mi

Comparison: 10 similar vehicles

Camas, WA

2014 Toyota Prius v Five

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

2014 Toyota Prius v Five

Camas, WA

Salvage title
$10,199158,096 mi

Camas, WA

2011 Lexus RX 450h

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

2011 Lexus RX 450h

Camas, WA

UnscoredInsufficient · 0
$10,199204,563 mi

Camas, WA

2007 Toyota RAV4 Base

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

2007 Toyota RAV4 Base

Camas, WA

Salvage title
$10,19980,940 mi

Camas, WA

2004 Dodge Ram 2500 Pickup SLT

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

2004 Dodge Ram 2500 Pickup SLT

Camas, WA

Unscored
$10,199140,019 mi

Comparison: 5 similar vehicles

Camas, WA

2000 Toyota Tundra SR5

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

2000 Toyota Tundra SR5

Camas, WA

UnscoredInsufficient · 0
$10,199279,539 mi

Camas, WA

2011 Hyundai Veracruz Limited

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

2011 Hyundai Veracruz Limited

Camas, WA

UnscoredInsufficient · 0
$10,80064,101 mi

Camas, WA

2013 GMC Terrain SLT-2

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

2013 GMC Terrain SLT-2

Camas, WA

UnscoredInsufficient · 0
$10,95055,795 mi

Camas, WA

2017 Toyota Camry SE

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

2017 Toyota Camry SE

Camas, WA

UnscoredInsufficient · 3
$11,195184,815 mi

Comparison: 3 similar vehicles

Camas, WA

2016 Ford F-150 XLT

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

2016 Ford F-150 XLT

Camas, WA

Unscored
$11,195183,937 mi

Comparison: 32 similar vehicles

Camas, WA

2015 Subaru Forester i Premium

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

2015 Subaru Forester i Premium

Camas, WA

Salvage title
$11,19598,975 mi

Camas, WA

2015 Subaru Forester XT Premium

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

2015 Subaru Forester XT Premium

Camas, WA

UnscoredInsufficient · 0
$11,199105,331 mi

Camas, WA

2011 Chevrolet Silverado 1500 Work Truck

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

2011 Chevrolet Silverado 1500 Work Truck

Camas, WA

Salvage title
$11,700145,171 mi

Camas, WA

2014 Mercedes-Benz E-Class E350

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

2014 Mercedes-Benz E-Class E350

Camas, WA

Salvage title
$12,00074,934 mi

Camas, WA

2018 Jeep Cherokee Trailhawk

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

2018 Jeep Cherokee Trailhawk

Camas, WA

Salvage title
$12,19565,293 mi

Camas, WA

2021 Jeep Cherokee Latitude

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

2021 Jeep Cherokee Latitude

Camas, WA

Salvage title
$12,19935,960 mi

Camas, WA

2004 Toyota 4Runner Sport

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

2004 Toyota 4Runner Sport

Camas, WA

UnscoredInsufficient · 0
$12,199144,286 mi

Camas, WA

2017 Mazda Mazda3 Touring

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

2017 Mazda Mazda3 Touring

Camas, WA

Unscored
$12,699112,454 mi

Comparison: 5 similar vehicles

Camas, WA

2007 Mercedes-Benz E-Class E320 BLUETEC

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

2007 Mercedes-Benz E-Class E320 BLUETEC

Camas, WA

UnscoredInsufficient · 0
$12,70062,397 mi

Camas, WA

2006 Lexus RX 400h

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

2006 Lexus RX 400h

Camas, WA

Unscored
$12,70092,061 mi

Comparison: 5 similar vehicles

Camas, WA

2007 Toyota Tundra Limited

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

2007 Toyota Tundra Limited

Camas, WA

UnscoredInsufficient · 3
$13,195212,802 mi

Comparison: 3 similar vehicles

Camas, WA

2017 Nissan Rogue SV

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

2017 Nissan Rogue SV

Camas, WA

Unscored
$13,45094,864 mi

Comparison: 7 similar vehicles

Camas, 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 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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