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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 · October 21, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

2,751 listings found

No Photo

2009 Ford Flex LIMITED

Idaho Falls, ID

UnscoredInsufficient · 0
$2,500245,724 mi

Idaho Falls, ID

2010 Buick Enclave CXL-1

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

2010 Buick Enclave CXL-1

Idaho Falls, ID

UnscoredInsufficient · 0
$2,673209,921 mi

Idaho Falls, ID

2007 Ford Edge SEL

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

2007 Ford Edge SEL

Idaho Falls, ID

UnscoredInsufficient · 0
$2,983201,354 mi

Idaho Falls, ID

No Photo

2006 Acura MDX Touring Package

Idaho Falls, ID

UnscoredInsufficient · 0
$2,990Mileage not verified

Idaho Falls, ID

2010 Chevrolet Equinox 1LT

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

2010 Chevrolet Equinox 1LT

Idaho Falls, ID

UnscoredInsufficient · 0
$3,162121,012 mi

Idaho Falls, ID

2006 Nissan Xterra SE

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

2006 Nissan Xterra SE

Idaho Falls, ID

UnscoredInsufficient · 0
$3,500195,100 mi

Idaho Falls, ID

2013 Dodge Journey SXT

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

2013 Dodge Journey SXT

Ammon, ID

UnscoredInsufficient · 0
$3,799213,631 mi

Ammon, ID

2006 Hyundai Tucson Limited

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

2006 Hyundai Tucson Limited

Idaho Falls, ID

UnscoredInsufficient · 0
$3,991193,921 mi

Idaho Falls, ID

2004 Chevrolet TrailBlazer LS

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

2004 Chevrolet TrailBlazer LS

Idaho Falls, ID

UnscoredInsufficient · 3
$3,991188,929 mi

Comparison: 3 similar vehicles

Idaho Falls, ID

2002 Chevrolet Tahoe LS

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

2002 Chevrolet Tahoe LS

Idaho Falls, ID

UnscoredInsufficient · 0
$3,995215,722 mi

Idaho Falls, ID

2004 Chevrolet Suburban LS

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

2004 Chevrolet Suburban LS

Idaho Falls, ID

UnscoredInsufficient · 4
$3,999269,135 mi

Comparison: 4 similar vehicles

Idaho Falls, ID

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Idaho Falls, ID

UnscoredModerate · 27
$4,000190,577 mi

Comparison: 27 similar vehicles

Idaho Falls, ID

2010 Subaru Forester X

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

2010 Subaru Forester X

Idaho Falls, ID

Salvage title
$4,000171,530 mi

Idaho Falls, ID

2010 Ford Edge SEL

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

2010 Ford Edge SEL

Blackfoot, ID

UnscoredInsufficient · 0
$4,241284,268 mi

Blackfoot, ID

2014 Ford Explorer Utility Police Interceptor

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

2014 Ford Explorer Utility Police Interceptor

Idaho Falls, ID

UnscoredInsufficient · 0
$4,250186,096 mi

Idaho Falls, ID

2004 Ford Escape XLT

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

2004 Ford Escape XLT

Idaho Falls, ID

UnscoredInsufficient · 0
$4,425217,998 mi

Idaho Falls, ID

2008 Ford Escape XLT

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

2008 Ford Escape XLT

Idaho Falls, ID

UnscoredInsufficient · 0
$4,495152,723 mi

Idaho Falls, ID

2004 GMC Yukon SLE

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

2004 GMC Yukon SLE

Blackfoot, ID

UnscoredLimited · 12
$4,500198,515 mi

Comparison: 12 similar vehicles

Blackfoot, ID

2009 Ford Expedition XLT

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

2009 Ford Expedition XLT

Idaho Falls, ID

UnscoredInsufficient · 0
$4,580231,919 mi

Idaho Falls, ID

2013 Honda Pilot Touring

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

2013 Honda Pilot Touring

Rexburg, ID

UnscoredInsufficient · 0
$4,844221,335 mi

Rexburg, ID

2007 Toyota RAV4 Limited

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

2007 Toyota RAV4 Limited

Blackfoot, ID

UnscoredInsufficient · 0
$4,848390,596 mi

Blackfoot, ID

2002 Chevrolet TrailBlazer LT

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

2002 Chevrolet TrailBlazer LT

Idaho Falls, ID

UnscoredInsufficient · 0
$4,849195,601 mi

Idaho Falls, ID

2014 Ford Escape SE

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

2014 Ford Escape SE

Idaho Falls, ID

UnscoredLimited · 6
$4,864118,874 mi

Comparison: 6 similar vehicles

Idaho Falls, ID

2001 Ford Expedition Eddie Bauer

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

2001 Ford Expedition Eddie Bauer

Blackfoot, ID

UnscoredInsufficient · 0
$4,962209,227 mi

Blackfoot, ID

No Photo

2007 Subaru Forester 2.5 X

Idaho Falls, ID

UnscoredInsufficient · 4
$4,990175,885 mi

Comparison: 4 similar vehicles

Idaho Falls, ID

2009 Ford Edge Limited

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

2009 Ford Edge Limited

Idaho Falls, ID

UnscoredInsufficient · 0
$4,991232,559 mi

Idaho Falls, ID

2004 Nissan Xterra XE

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

2004 Nissan Xterra XE

Idaho Falls, ID

UnscoredInsufficient · 0
$4,995164,954 mi

Idaho Falls, ID

No Photo

2016 Ford Escape S

Idaho Falls, ID

UnscoredInsufficient · 0
$4,999201,802 mi

Idaho Falls, ID

2003 Jeep Liberty Sport

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

2003 Jeep Liberty Sport

Idaho Falls, ID

UnscoredInsufficient · 0
$4,999221,281 mi

Idaho Falls, ID

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Idaho Falls, ID

UnscoredLimited · 5
$5,000121,955 mi

Comparison: 5 similar vehicles

Idaho Falls, ID

2004 GMC Yukon SLE

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

2004 GMC Yukon SLE

Idaho Falls, ID

UnscoredInsufficient · 0
$5,000147,345 mi

Idaho Falls, ID

2008 Mercury Mariner V6

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

2008 Mercury Mariner V6

Idaho Falls, ID

UnscoredInsufficient · 0
$5,215138,532 mi

Idaho Falls, ID

2010 GMC Yukon XL SLT1

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

2010 GMC Yukon XL SLT1

Idaho Falls, ID

UnscoredLimited · 7
$5,244244,458 mi

Comparison: 7 similar vehicles

Idaho Falls, ID

2009 Nissan Rogue S

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

2009 Nissan Rogue S

Idaho Falls, ID

UnscoredInsufficient · 0
$5,266147,650 mi

Idaho Falls, ID

2006 Toyota Highlander Limited

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

2006 Toyota Highlander Limited

Rigby, ID

UnscoredInsufficient · 0
$5,299219,086 mi

Rigby, ID

2016 Ford Edge SE

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

2016 Ford Edge SE

Idaho Falls, ID

UnscoredInsufficient · 0
$5,341151,216 mi

Idaho Falls, ID

2013 Kia Sportage LX

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

2013 Kia Sportage LX

Idaho Falls, ID

UnscoredLimited · 6
$5,429198,928 mi

Comparison: 6 similar vehicles

Idaho Falls, ID

2004 Ford Explorer XLT Sport

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

2004 Ford Explorer XLT Sport

Idaho Falls, ID

UnscoredInsufficient · 0
$5,495123,333 mi

Idaho Falls, ID

2010 Volkswagen Tiguan SE

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

2010 Volkswagen Tiguan SE

Ammon, ID

UnscoredInsufficient · 0
$5,499111,111 mi

Ammon, ID

2000 Chevrolet Blazer LS

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

2000 Chevrolet Blazer LS

Idaho Falls, ID

UnscoredInsufficient · 0
$5,550170,945 mi

Idaho Falls, ID

2015 Dodge Journey SE

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

2015 Dodge Journey SE

Idaho Falls, ID

UnscoredInsufficient · 0
$5,591122,329 mi

Idaho Falls, ID

No Photo

2003 Chevrolet Tahoe LS

Idaho Falls, ID

UnscoredInsufficient · 0
$5,800247,963 mi

Idaho Falls, ID

2010 Hyundai Tucson GLS

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

2010 Hyundai Tucson GLS

Idaho Falls, ID

UnscoredInsufficient · 0
$5,897163,503 mi

Idaho Falls, ID

2015 Jeep Renegade Latitude

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

2015 Jeep Renegade Latitude

Idaho Falls, ID

UnscoredInsufficient · 0
$5,920136,524 mi

Idaho Falls, ID

2016 Ford Explorer Platinum

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

2016 Ford Explorer Platinum

Rexburg, ID

UnscoredInsufficient · 0
$5,949160,290 mi

Rexburg, ID

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Idaho Falls, ID

UnscoredModerate · 21
$5,951158,822 mi

Comparison: 21 similar vehicles

Idaho Falls, ID

2007 Jeep Liberty Sport

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

2007 Jeep Liberty Sport

Idaho Falls, ID

UnscoredInsufficient · 0
$5,973151,688 mi

Idaho Falls, ID

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Idaho Falls, ID

UnscoredInsufficient · 0
$5,995165,317 mi

Idaho Falls, ID

2010 Subaru Forester X Premium

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

2010 Subaru Forester X Premium

Idaho Falls, ID

UnscoredInsufficient · 4
$5,995141,800 mi

Comparison: 4 similar vehicles

Idaho Falls, ID

2016 Jeep Patriot Sport

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

2016 Jeep Patriot Sport

Idaho Falls, ID

UnscoredInsufficient · 0
$5,999184,400 mi

Idaho Falls, ID

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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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