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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 20, 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

26,954 listings found

2011 Chevrolet Equinox 1LT

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

2011 Chevrolet Equinox 1LT

Albany, OR

UnscoredLimited · 6
$1,895191,631 mi

Comparison: 6 similar vehicles

Albany, OR

2002 Buick Rendezvous AWD CX

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

2002 Buick Rendezvous AWD CX

Milwaukie, OR

Salvage title
$1,995171,475 mi

Milwaukie, OR

2007 Saturn VUE 2.2L

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

2007 Saturn VUE 2.2L

Portland, OR

UnscoredInsufficient · 0
$1,999279,548 mi

Portland, OR

2003 Subaru Forester X

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

2003 Subaru Forester X

Portland, OR

UnscoredInsufficient · 3
$1,999231,694 mi

Comparison: 3 similar vehicles

Portland, OR

2002 Chevrolet Suburban LS

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

2002 Chevrolet Suburban LS

Portland, OR

UnscoredInsufficient · 0
$1,999242,035 mi

Portland, OR

2006 Kia Sportage LX

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

2006 Kia Sportage LX

Independence, OR

UnscoredInsufficient · 0
$2,395216,814 mi

Independence, OR

2007 Chevrolet TrailBlazer LS

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

2007 Chevrolet TrailBlazer LS

Salem, OR

UnscoredInsufficient · 0
$2,450155,000 mi

Salem, OR

2003 Chevrolet TrailBlazer LT

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

2003 Chevrolet TrailBlazer LT

Lebanon, OR

UnscoredLimited · 5
$2,490235,163 mi

Comparison: 5 similar vehicles

Lebanon, OR

2009 Chevrolet Traverse 1LT

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

2009 Chevrolet Traverse 1LT

Vancouver, WA

UnscoredInsufficient · 0
$2,495168,000 mi

Vancouver, WA

2004 GMC Yukon XL SLE

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

2004 GMC Yukon XL SLE

Portland, OR

UnscoredInsufficient · 0
$2,495261,772 mi

Portland, OR

2008 Jeep Liberty Sport

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

2008 Jeep Liberty Sport

Salem, OR

UnscoredInsufficient · 0
$2,500190,616 mi

Salem, OR

2006 Honda Pilot EX

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

2006 Honda Pilot EX

Vancouver, WA

UnscoredInsufficient · 4
$2,500291,189 mi

Comparison: 4 similar vehicles

Vancouver, WA

2005 Ford Explorer XLT

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

2005 Ford Explorer XLT

Portland, OR

UnscoredInsufficient · 3
$2,500220,000 mi

Comparison: 3 similar vehicles

Portland, OR

2005 Subaru Forester XS

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

2005 Subaru Forester XS

Portland, OR

UnscoredInsufficient · 0
$2,500209,960 mi

Portland, OR

2004 Porsche Cayenne S

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

2004 Porsche Cayenne S

Albany, OR

UnscoredInsufficient · 0
$2,500Mileage not verified

Albany, OR

2003 GMC Yukon SLE

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

2003 GMC Yukon SLE

Salem, OR

UnscoredInsufficient · 0
$2,500229,756 mi

Salem, OR

2012 Ford Edge SE

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

2012 Ford Edge SE

Salem, OR

UnscoredInsufficient · 0
$2,900206,170 mi

Salem, OR

2007 Honda Pilot LX

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

2007 Honda Pilot LX

Portland, OR

UnscoredInsufficient · 0
$2,900243,000 mi

Portland, OR

2004 Jeep Liberty Limited

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

2004 Jeep Liberty Limited

Portland, OR

UnscoredInsufficient · 0
$2,900155,000 mi

Portland, OR

2004 Hyundai Santa Fe GLS

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

2004 Hyundai Santa Fe GLS

Portland, OR

UnscoredInsufficient · 0
$2,950210,117 mi

Portland, OR

2003 Honda Pilot EX

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

2003 Honda Pilot EX

Gladstone, OR

UnscoredInsufficient · 0
$2,990272,369 mi

Gladstone, OR

1999 Lexus RX 300

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

1999 Lexus RX 300

Salem, OR

UnscoredInsufficient · 3
$2,991277,231 mi

Comparison: 3 similar vehicles

Salem, OR

2013 Volkswagen Tiguan S

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

2013 Volkswagen Tiguan S

Milwaukie, OR

UnscoredLimited · 15
$2,995186,060 mi

Comparison: 15 similar vehicles

Milwaukie, OR

2012 Dodge Durango Crew

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

2012 Dodge Durango Crew

Salem, OR

UnscoredInsufficient · 4
$2,995191,340 mi

Comparison: 4 similar vehicles

Salem, OR

2011 Mercury Mariner Premier

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

2011 Mercury Mariner Premier

Milwaukie, OR

UnscoredInsufficient · 0
$2,995203,543 mi

Milwaukie, OR

2009 Chevrolet Equinox LS

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

2009 Chevrolet Equinox LS

Gresham, OR

UnscoredInsufficient · 0
$2,995203,753 mi

Gresham, OR

2008 Cadillac SRX Base

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

2008 Cadillac SRX Base

Albany, OR

UnscoredInsufficient · 0
$2,995160,265 mi

Albany, OR

2007 Subaru Forester 2.5 X Premium Package

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

2007 Subaru Forester 2.5 X Premium Package

Gresham, OR

UnscoredInsufficient · 0
$2,995263,471 mi

Gresham, OR

2005 Ford Expedition XLT

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

2005 Ford Expedition XLT

Albany, OR

UnscoredInsufficient · 0
$2,995Mileage not verified

Albany, OR

2005 Chevrolet TrailBlazer LS

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

2005 Chevrolet TrailBlazer LS

Salem, OR

UnscoredInsufficient · 3
$2,995185,000 mi

Comparison: 3 similar vehicles

Salem, OR

2005 Volvo XC90 T6

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

2005 Volvo XC90 T6

Vancouver, WA

UnscoredInsufficient · 0
$2,995141,237 mi

Vancouver, WA

2004 Jeep Liberty Sport

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

2004 Jeep Liberty Sport

Clackamas, OR

UnscoredInsufficient · 3
$2,995140,829 mi

Comparison: 3 similar vehicles

Clackamas, OR

2004 Mitsubishi Endeavor XLS AWD

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

2004 Mitsubishi Endeavor XLS AWD

Vancouver, WA

UnscoredInsufficient · 0
$2,995235,521 mi

Vancouver, WA

2004 Kia Sorento EX

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

2004 Kia Sorento EX

Washougal, WA

UnscoredInsufficient · 0
$2,995154,954 mi

Washougal, WA

2004 Volvo XC90 Base

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

2004 Volvo XC90 Base

Salem, OR

UnscoredInsufficient · 0
$2,995159,200 mi

Salem, OR

2003 Isuzu Rodeo S

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

2003 Isuzu Rodeo S

Gresham, OR

UnscoredInsufficient · 0
$2,995193,081 mi

Gresham, OR

2002 Dodge Durango SLT

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

2002 Dodge Durango SLT

Happy Valley, OR

UnscoredInsufficient · 0
$2,995126,000 mi

Happy Valley, OR

1997 Chevrolet Blazer Base

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

1997 Chevrolet Blazer Base

Gresham, OR

UnscoredInsufficient · 0
$2,995186,009 mi

Gresham, OR

2015 Buick Encore Convenience

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

2015 Buick Encore Convenience

Vancouver, WA

Salvage title
$2,999161,073 mi

Vancouver, WA

2013 Hyundai Tucson GLS

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

2013 Hyundai Tucson GLS

Milwaukie, OR

Salvage title
$2,999200,541 mi

Milwaukie, OR

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

Portland, OR

UnscoredInsufficient · 3
$2,999207,674 mi

Comparison: 3 similar vehicles

Portland, OR

2009 Buick Enclave CXL

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

2009 Buick Enclave CXL

Woodburn, OR

UnscoredInsufficient · 0
$2,999226,339 mi

Woodburn, OR

2008 Subaru Forester 2.5 X

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

2008 Subaru Forester 2.5 X

Vancouver, WA

UnscoredInsufficient · 0
$2,999205,370 mi

Vancouver, WA

2006 Ford Escape XLT

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

2006 Ford Escape XLT

Salem, OR

UnscoredLimited · 7
$2,999217,672 mi

Comparison: 7 similar vehicles

Salem, OR

2006 Lexus RX 400h

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

2006 Lexus RX 400h

Portland, OR

UnscoredLimited · 5
$2,999298,403 mi

Comparison: 5 similar vehicles

Portland, OR

2004 Chevrolet TrailBlazer LS

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

2004 Chevrolet TrailBlazer LS

Vancouver, WA

UnscoredInsufficient · 4
$2,999140,000 mi

Comparison: 4 similar vehicles

Vancouver, WA

2013 Cadillac SRX Luxury Collection

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

2013 Cadillac SRX Luxury Collection

Salem, OR

UnscoredInsufficient · 4
$3,000194,532 mi

Comparison: 4 similar vehicles

Salem, OR

2012 Jeep Liberty Sport

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

2012 Jeep Liberty Sport

Salem, OR

UnscoredLimited · 8
$3,000181,653 mi

Comparison: 8 similar vehicles

Salem, OR

2002 Nissan Xterra XE

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

2002 Nissan Xterra XE

Clackamas, OR

UnscoredInsufficient · 0
$3,000170,731 mi

Clackamas, OR

2014 Dodge Journey SXT

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

2014 Dodge Journey SXT

Independence, OR

UnscoredLimited · 11
$3,195200,282 mi

Comparison: 11 similar vehicles

Independence, OR

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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