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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 20, 2026

6M+

Unique vehicles analyzed

as of October 19, 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

50,000+ listings found(add a location or filter to narrow results)

2005 Chevrolet TrailBlazer LT

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

2005 Chevrolet TrailBlazer LT

Isanti, MN

UnscoredInsufficient · 0
$1,345172,009 mi

Isanti, MN

2002 Oldsmobile Bravada Base

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

2002 Oldsmobile Bravada Base

Minneapolis, MN

UnscoredLimited · 5
$1,800173,789 mi

Comparison: 5 similar vehicles

Minneapolis, MN

2008 Ford Expedition Eddie Bauer

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

2008 Ford Expedition Eddie Bauer

Redwood Falls, MN

UnscoredInsufficient · 0
$1,995264,255 mi

Redwood Falls, MN

2004 Saturn VUE Base

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

2004 Saturn VUE Base

St. Cloud, MN

UnscoredInsufficient · 0
$1,999175,215 mi

St. Cloud, MN

2008 Chevrolet Equinox LT

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

2008 Chevrolet Equinox LT

Minneapolis, MN

UnscoredInsufficient · 3
$2,000229,780 mi

Comparison: 3 similar vehicles

Minneapolis, MN

2006 Saturn VUE Base

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

2006 Saturn VUE Base

Minneapolis, MN

UnscoredInsufficient · 0
$2,000171,178 mi

Minneapolis, MN

2009 Kia Sportage LX

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

2009 Kia Sportage LX

Wendell, MN

UnscoredInsufficient · 0
$2,198230,775 mi

Wendell, MN

2001 Honda CR-V EX

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

2001 Honda CR-V EX

Princeton, MN

UnscoredInsufficient · 0
$2,200271,213 mi

Princeton, MN

2008 Ford Escape Limited

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

2008 Ford Escape Limited

Lakeland, MN

UnscoredInsufficient · 3
$2,295157,423 mi

Comparison: 3 similar vehicles

Lakeland, MN

2008 Honda Pilot EX

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

2008 Honda Pilot EX

Lakeland, MN

UnscoredLimited · 6
$2,295273,168 mi

Comparison: 6 similar vehicles

Lakeland, MN

2013 GMC Terrain SLE-2

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

2013 GMC Terrain SLE-2

Wendell, MN

UnscoredLimited · 7
$2,298202,500 mi

Comparison: 7 similar vehicles

Wendell, MN

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Farmington, MN

UnscoredLimited · 10
$2,300164,037 mi

Comparison: 10 similar vehicles

Farmington, MN

2007 Saturn Outlook XR

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

2007 Saturn Outlook XR

Redwood Falls, MN

UnscoredInsufficient · 0
$2,345229,415 mi

Redwood Falls, MN

2004 INFINITI QX56 Base

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

2004 INFINITI QX56 Base

Isanti, MN

UnscoredInsufficient · 0
$2,345226,448 mi

Isanti, MN

2009 Dodge Journey SXT

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

2009 Dodge Journey SXT

Aitkin, MN

UnscoredInsufficient · 0
$2,349233,374 mi

Aitkin, MN

2005 Jeep Grand Cherokee Limited

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

2005 Jeep Grand Cherokee Limited

Aitkin, MN

UnscoredLimited · 5
$2,349234,148 mi

Comparison: 5 similar vehicles

Aitkin, MN

1999 Lexus RX 300

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

1999 Lexus RX 300

Lakeland, MN

UnscoredInsufficient · 0
$2,350302,751 mi

Lakeland, MN

2011 Jeep Patriot Sport

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

2011 Jeep Patriot Sport

Buffalo, MN

UnscoredInsufficient · 0
$2,495162,390 mi

Buffalo, MN

2008 Jeep Grand Cherokee Laredo

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

2008 Jeep Grand Cherokee Laredo

St. Cloud, MN

UnscoredLimited · 8
$2,495Mileage not verified

Comparison: 8 similar vehicles

St. Cloud, MN

2008 Jeep Grand Cherokee Limited

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

2008 Jeep Grand Cherokee Limited

Princeton, MN

UnscoredInsufficient · 0
$2,495241,185 mi

Princeton, MN

2008 Chevrolet Equinox LT

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

2008 Chevrolet Equinox LT

Minnetonka, MN

UnscoredLimited · 6
$2,495202,654 mi

Comparison: 6 similar vehicles

Minnetonka, MN

2007 Jeep Liberty Sport

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

2007 Jeep Liberty Sport

Redwood Falls, MN

UnscoredLimited · 5
$2,495171,568 mi

Comparison: 5 similar vehicles

Redwood Falls, MN

2006 Nissan Murano S

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

2006 Nissan Murano S

Redwood Falls, MN

UnscoredInsufficient · 0
$2,495173,484 mi

Redwood Falls, MN

2005 Mercury Mountaineer Convenience

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

2005 Mercury Mountaineer Convenience

Lino Lakes, MN

UnscoredInsufficient · 0
$2,495294,303 mi

Lino Lakes, MN

2004 Chevrolet Suburban LS

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

2004 Chevrolet Suburban LS

Alexandria, MN

UnscoredInsufficient · 0
$2,495248,000 mi

Alexandria, MN

2003 Buick Rendezvous AWD CX

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

2003 Buick Rendezvous AWD CX

Redwood Falls, MN

UnscoredInsufficient · 0
$2,495213,569 mi

Redwood Falls, MN

2010 Chevrolet Traverse 1LT

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

2010 Chevrolet Traverse 1LT

St. Cloud, MN

UnscoredLimited · 13
$2,499Mileage not verified

Comparison: 13 similar vehicles

St. Cloud, MN

2001 GMC Yukon XL Base

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

2001 GMC Yukon XL Base

St. Cloud, MN

UnscoredInsufficient · 0
$2,499269,372 mi

St. Cloud, MN

2012 Chevrolet Traverse 2LT

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

2012 Chevrolet Traverse 2LT

Cambridge, MN

UnscoredInsufficient · 3
$2,500246,322 mi

Comparison: 3 similar vehicles

Cambridge, MN

2012 Chevrolet Equinox 2LT

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

2012 Chevrolet Equinox 2LT

Rochester, MN

UnscoredInsufficient · 0
$2,500180,740 mi

Rochester, MN

2009 Ford Edge Limited

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

2009 Ford Edge Limited

Cambridge, MN

UnscoredInsufficient · 3
$2,500249,166 mi

Comparison: 3 similar vehicles

Cambridge, MN

2008 Saturn VUE XR

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

2008 Saturn VUE XR

Minneapolis, MN

UnscoredInsufficient · 3
$2,500196,402 mi

Comparison: 3 similar vehicles

Minneapolis, MN

2008 Mercury Mountaineer Premier

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

2008 Mercury Mountaineer Premier

Minneapolis, MN

UnscoredInsufficient · 0
$2,500230,900 mi

Minneapolis, MN

2007 Dodge Nitro SLT

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

2007 Dodge Nitro SLT

Minneapolis, MN

UnscoredInsufficient · 0
$2,500178,513 mi

Minneapolis, MN

2007 Jeep Grand Cherokee Laredo

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

2007 Jeep Grand Cherokee Laredo

Saint Paul, MN

UnscoredInsufficient · 3
$2,500202,000 mi

Comparison: 3 similar vehicles

Saint Paul, MN

2004 Chevrolet TrailBlazer LS

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

2004 Chevrolet TrailBlazer LS

Pipestone, MN

UnscoredInsufficient · 0
$2,500176,000 mi

Pipestone, MN

2003 Saturn VUE Base

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

2003 Saturn VUE Base

Pine Island, MN

UnscoredInsufficient · 0
$2,50090,246 mi

Pine Island, MN

2007 Ford Edge SE

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

2007 Ford Edge SE

Minneapolis, MN

UnscoredInsufficient · 3
$2,650210,218 mi

Comparison: 3 similar vehicles

Minneapolis, MN

2016 Ford Escape SE

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

2016 Ford Escape SE

Lino Lakes, MN

UnscoredModerate · 32
$2,665188,022 mi

Comparison: 32 similar vehicles

Lino Lakes, MN

2012 Dodge Journey SXT

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

2012 Dodge Journey SXT

Redwood Falls, MN

UnscoredInsufficient · 0
$2,695203,696 mi

Redwood Falls, MN

2007 Ford Edge SEL

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

2007 Ford Edge SEL

Farmington, MN

Salvage title
$2,799183,019 mi

Farmington, MN

2016 Jeep Patriot Latitude

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

2016 Jeep Patriot Latitude

St. Cloud, MN

UnscoredLimited · 6
$2,849207,938 mi

Comparison: 6 similar vehicles

St. Cloud, MN

2004 GMC Envoy SLT

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

2004 GMC Envoy SLT

Isanti, MN

UnscoredLimited · 5
$2,850293,633 mi

Comparison: 5 similar vehicles

Isanti, MN

2002 Dodge Durango SLT

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

2002 Dodge Durango SLT

Forest Lake, MN

UnscoredInsufficient · 0
$2,850173,423 mi

Forest Lake, MN

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

Wendell, MN

UnscoredModerate · 42
$2,897242,200 mi

Comparison: 42 similar vehicles

Wendell, MN

2005 Ford Explorer XLT

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

2005 Ford Explorer XLT

Farmington, MN

UnscoredInsufficient · 4
$2,899166,025 mi

Comparison: 4 similar vehicles

Farmington, MN

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Ham Lake, MN

UnscoredLimited · 10
$2,900148,000 mi

Comparison: 10 similar vehicles

Ham Lake, MN

2008 Ford Edge SEL

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

2008 Ford Edge SEL

Rochester, MN

UnscoredInsufficient · 3
$2,900172,050 mi

Comparison: 3 similar vehicles

Rochester, MN

2003 Mercedes-Benz M-Class ML500

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

2003 Mercedes-Benz M-Class ML500

Little Falls, MN

UnscoredInsufficient · 0
$2,950163,700 mi

Little Falls, MN

2005 GMC Yukon XL Denali

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

2005 GMC Yukon XL Denali

Ramsey, MN

UnscoredInsufficient · 0
$2,955216,137 mi

Ramsey, MN

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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