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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

1,083 listings found

2002 Oldsmobile Bravada Base

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

2002 Oldsmobile Bravada Base

Durango, CO

UnscoredInsufficient · 0
$5,900165,345 mi

Durango, CO

2011 Kia Sorento LX

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

2011 Kia Sorento LX

Durango, CO

UnscoredInsufficient · 0
$6,450115,300 mi

Durango, CO

2012 Lexus CT Premium

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

2012 Lexus CT Premium

Durango, CO

UnscoredInsufficient · 0
$6,493175,784 mi

Durango, CO

2001 Ford F-150 LARIAT

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

2001 Ford F-150 LARIAT

Durango, CO

UnscoredInsufficient · 0
$6,900202,400 mi

Durango, CO

2012 Nissan Rogue S

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

2012 Nissan Rogue S

Durango, CO

Fair PriceLimited · 10
$6,999117,608 mi

Market: $4,450 – $9,912

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 110 days listed (based on current market benchmarks)

Durango, CO

2007 GMC Yukon SLE1

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

2007 GMC Yukon SLE1

Durango, CO

UnscoredInsufficient · 0
$7,200220,000 mi

Durango, CO

2013 Jeep Patriot Latitude

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

2013 Jeep Patriot Latitude

Durango, CO

UnscoredInsufficient · 0
$7,30092,132 mi

Durango, CO

2012 Subaru Legacy I Premium

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

2012 Subaru Legacy I Premium

Durango, CO

UnscoredInsufficient · 0
$7,300150,950 mi

Durango, CO

2006 Dodge Ram 1500 Pickup SLT

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

2006 Dodge Ram 1500 Pickup SLT

Durango, CO

Salvage title
$7,450180,583 mi

Durango, CO

2007 Toyota Highlander Base

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

2007 Toyota Highlander Base

Durango, CO

UnscoredInsufficient · 0
$7,750158,130 mi

Durango, CO

2008 Nissan Titan SE

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

2008 Nissan Titan SE

Durango, CO

UnscoredInsufficient · 0
$8,200139,227 mi

Durango, CO

2016 Volkswagen Tiguan S

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

2016 Volkswagen Tiguan S

Durango, CO

UnscoredInsufficient · 0
$8,300121,150 mi

Durango, CO

2007 INFINITI G 35

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

2007 INFINITI G 35

Durango, CO

UnscoredInsufficient · 0
$8,300121,211 mi

Durango, CO

2001 Ford Expedition Base

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

2001 Ford Expedition Base

Durango, CO

UnscoredInsufficient · 0
$8,50095,683 mi

Durango, CO

2013 Subaru Forester X Limited

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

2013 Subaru Forester X Limited

Durango, CO

UnscoredInsufficient · 3
$8,900114,900 mi

Comparison: 3 similar vehicles

Durango, CO

2007 Honda CR-V EX-L

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

2007 Honda CR-V EX-L

Durango, CO

UnscoredInsufficient · 0
$8,900132,440 mi

Durango, CO

2014 Hyundai Santa Fe Sport 2.0T

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

2014 Hyundai Santa Fe Sport 2.0T

Durango, CO

UnscoredInsufficient · 0
$9,999107,863 mi

Durango, CO

2018 Jeep Compass Limited

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

2018 Jeep Compass Limited

Durango, CO

UnscoredInsufficient · 4
$11,090116,901 mi

Comparison: 4 similar vehicles

Durango, CO

2016 Audi Q5 Premium

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

2016 Audi Q5 Premium

Durango, CO

UnscoredInsufficient · 0
$11,500113,511 mi

Durango, CO

2013 Ford Expedition XLT

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

2013 Ford Expedition XLT

Durango, CO

UnscoredInsufficient · 3
$11,50089,655 mi

Comparison: 3 similar vehicles

Durango, CO

2012 Nissan Murano LE

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

2012 Nissan Murano LE

Durango, CO

UnscoredInsufficient · 0
$11,62474,899 mi

Durango, CO

2011 Jeep Wrangler Sport

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

2011 Jeep Wrangler Sport

Durango, CO

UnscoredInsufficient · 0
$11,750119,116 mi

Durango, CO

2005 Toyota 4Runner SR5

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

2005 Toyota 4Runner SR5

Durango, CO

UnscoredInsufficient · 0
$11,900188,714 mi

Durango, CO

2011 GMC Yukon SLT

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

2011 GMC Yukon SLT

Durango, CO

UnscoredInsufficient · 4
$12,000143,100 mi

Comparison: 4 similar vehicles

Durango, CO

2017 Subaru Forester Base

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

2017 Subaru Forester Base

Durango, CO

UnscoredInsufficient · 4
$12,300102,800 mi

Comparison: 4 similar vehicles

Durango, CO

2014 Ford F-150 XL

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

2014 Ford F-150 XL

Durango, CO

Unscored
$12,400152,300 mi

Comparison: 9 similar vehicles

Durango, CO

2014 Honda CR-V LX

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

2014 Honda CR-V LX

Durango, CO

UnscoredInsufficient · 0
$12,50092,200 mi

Durango, CO

2004 Chevrolet Silverado 2500HD LS

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

2004 Chevrolet Silverado 2500HD LS

Durango, CO

UnscoredInsufficient · 0
$12,900139,755 mi

Durango, CO

2013 Ford Explorer Base

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

2013 Ford Explorer Base

Durango, CO

UnscoredInsufficient · 0
$13,20171,399 mi

Durango, CO

2018 Ford Fusion SE

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

2018 Ford Fusion SE

Durango, CO

UnscoredInsufficient · 4
$13,48985,946 mi

Comparison: 4 similar vehicles

Durango, CO

2018 Audi Q5 Premium Plus

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

2018 Audi Q5 Premium Plus

Durango, CO

Unscored
$13,489121,260 mi

Comparison: 6 similar vehicles

Durango, CO

2018 Audi allroad Premium Plus

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

2018 Audi allroad Premium Plus

Durango, CO

UnscoredInsufficient · 0
$13,954128,000 mi

Durango, CO

2021 MINI Hardtop 4 Door S

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

2021 MINI Hardtop 4 Door S

Durango, CO

UnscoredInsufficient · 0
$14,39999,362 mi

Durango, CO

2017 Volkswagen Golf Alltrack S

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

2017 Volkswagen Golf Alltrack S

Durango, CO

UnscoredInsufficient · 0
$14,471110,086 mi

Durango, CO

2017 BMW 3 Series 330i

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

2017 BMW 3 Series 330i

Durango, CO

UnscoredInsufficient · 0
$15,08288,874 mi

Durango, CO

2015 Nissan Armada Platinum

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

2015 Nissan Armada Platinum

Durango, CO

UnscoredInsufficient · 0
$15,700120,200 mi

Durango, CO

2017 Jeep Cherokee Sport

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

2017 Jeep Cherokee Sport

Durango, CO

UnscoredInsufficient · 0
$15,99958,167 mi

Durango, CO

2008 Ford F-250 Super Duty

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

2008 Ford F-250 Super Duty

Durango, CO

UnscoredInsufficient · 0
$15,999234,170 mi

Durango, CO

2013 Toyota Highlander Base

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

2013 Toyota Highlander Base

Durango, CO

UnscoredInsufficient · 0
$16,489118,187 mi

Durango, CO

2017 Subaru Crosstrek Base

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

2017 Subaru Crosstrek Base

Durango, CO

UnscoredInsufficient · 4
$16,49090,702 mi

Comparison: 4 similar vehicles

Durango, CO

2014 Ford F-150 STX

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

2014 Ford F-150 STX

Durango, CO

UnscoredInsufficient · 0
$16,900132,650 mi

Durango, CO

2020 Nissan Pathfinder S

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

2020 Nissan Pathfinder S

Durango, CO

Unscored
$17,43977,052 mi

Comparison: 8 similar vehicles

Durango, CO

2017 Honda CR-V LX

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

2017 Honda CR-V LX

Durango, CO

UnscoredInsufficient · 0
$17,440102,664 mi

Durango, CO

2007 Toyota 4Runner Limited

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

2007 Toyota 4Runner Limited

Durango, CO

UnscoredInsufficient · 0
$17,489108,569 mi

Durango, CO

2016 Nissan Titan XD Pro-4X

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

2016 Nissan Titan XD Pro-4X

Durango, CO

UnscoredInsufficient · 0
$17,493114,312 mi

Durango, CO

1995 Ford Bronco

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

1995 Ford Bronco

Durango, CO

UnscoredInsufficient · 0
$17,954219,087 mi

Durango, CO

2024 Chevrolet Trax LS

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

2024 Chevrolet Trax LS

Durango, CO

Unscored
$17,98974,486 mi

Comparison: 6 similar vehicles

Durango, CO

2019 Honda Civic Hatchback EX

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

2019 Honda Civic Hatchback EX

Durango, CO

UnscoredInsufficient · 0
$17,99578,667 mi

Durango, CO

2018 Subaru Crosstrek Premium

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

2018 Subaru Crosstrek Premium

Durango, CO

Fair PriceLimited · 15
$18,35976,806 mi

Market: $11,681 – $18,635

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Durango, CO

2013 Ford Expedition King Ranch

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

2013 Ford Expedition King Ranch

Durango, CO

UnscoredInsufficient · 0
$18,39991,552 mi

Durango, CO

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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