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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 22, 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

968 listings found

2010 Kia Forte Koup SX

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

2010 Kia Forte Koup SX

Vancouver, WA

UnscoredInsufficient · 0
$3,995162,000 mi

Vancouver, WA

2004 Ford Mustang Standard

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

2004 Ford Mustang Standard

Hillsboro, OR

UnscoredInsufficient · 0
$3,995128,498 mi

Hillsboro, OR

2007 Mitsubishi Eclipse GS

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

2007 Mitsubishi Eclipse GS

Portland, OR

UnscoredInsufficient · 0
$4,199176,066 mi

Portland, OR

2010 Audi A5 Premium

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

2010 Audi A5 Premium

Vancouver, WA

Salvage title
$4,250177,000 mi

Vancouver, WA

2007 Scion tC Base

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

2007 Scion tC Base

Portland, OR

UnscoredInsufficient · 3
$4,250189,802 mi

Comparison: 3 similar vehicles

Portland, OR

2002 Honda Civic LX

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

2002 Honda Civic LX

Portland, OR

UnscoredInsufficient · 0
$4,499171,384 mi

Portland, OR

2006 Ford Mustang GT Premium

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

2006 Ford Mustang GT Premium

Portland, OR

UnscoredInsufficient · 3
$4,500216,701 mi

Comparison: 3 similar vehicles

Portland, OR

2002 Honda Accord LX

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

2002 Honda Accord LX

Vancouver, WA

UnscoredInsufficient · 0
$4,500138,000 mi

Vancouver, WA

2001 Mitsubishi Eclipse GT

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

2001 Mitsubishi Eclipse GT

Portland, OR

UnscoredInsufficient · 0
$4,899114,752 mi

Portland, OR

2010 Nissan Altima S

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

2010 Nissan Altima S

Vancouver, WA

UnscoredLimited · 9
$4,995141,608 mi

Comparison: 9 similar vehicles

Vancouver, WA

2001 Honda Civic EX

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

2001 Honda Civic EX

Albany, OR

UnscoredInsufficient · 4
$4,995173,321 mi

Comparison: 4 similar vehicles

Albany, OR

2004 Chevrolet Monte Carlo SS

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

2004 Chevrolet Monte Carlo SS

Dallas, OR

UnscoredInsufficient · 0
$4,99868,770 mi

Dallas, OR

1999 Ford Mustang GT

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

1999 Ford Mustang GT

Milwaukie, OR

UnscoredInsufficient · 3
$4,999202,131 mi

Comparison: 3 similar vehicles

Milwaukie, OR

2003 Mercedes-Benz CLK-Class CLK500

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

2003 Mercedes-Benz CLK-Class CLK500

Dallas, OR

UnscoredInsufficient · 0
$5,450106,538 mi

Dallas, OR

2008 Mazda RX-8 Touring

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

2008 Mazda RX-8 Touring

Salem, OR

UnscoredInsufficient · 0
$5,49086,000 mi

Salem, OR

2010 Chevrolet Cobalt LT

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

2010 Chevrolet Cobalt LT

Gresham, OR

UnscoredInsufficient · 0
$5,688167,878 mi

Gresham, OR

2001 Honda Civic EX

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

2001 Honda Civic EX

Gresham, OR

UnscoredInsufficient · 4
$5,788167,306 mi

Comparison: 4 similar vehicles

Gresham, OR

2003 INFINITI G35 Sport Coupe Base

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

2003 INFINITI G35 Sport Coupe Base

Portland, OR

UnscoredInsufficient · 0
$5,900108,000 mi

Portland, OR

2006 Chevrolet Monte Carlo 3LT

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

2006 Chevrolet Monte Carlo 3LT

Portland, OR

UnscoredInsufficient · 0
$5,95073,500 mi

Portland, OR

2009 BMW 3 Series 328xi

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

2009 BMW 3 Series 328xi

Salem, OR

UnscoredInsufficient · 0
$5,995151,200 mi

Salem, OR

2005 Mazda RX-8 AT

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

2005 Mazda RX-8 AT

Portland, OR

UnscoredInsufficient · 0
$5,995145,720 mi

Portland, OR

2000 Ford Mustang Base

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

2000 Ford Mustang Base

Milwaukie, OR

UnscoredInsufficient · 0
$5,99551,252 mi

Milwaukie, OR

2003 Acura CL Type S

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

2003 Acura CL Type S

Hillsboro, OR

UnscoredInsufficient · 0
$5,998123,859 mi

Hillsboro, OR

2007 Scion tC Spec Package

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

2007 Scion tC Spec Package

Hillsboro, OR

UnscoredInsufficient · 3
$6,245185,707 mi

Comparison: 3 similar vehicles

Hillsboro, OR

2010 Honda Accord EX

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

2010 Honda Accord EX

Portland, OR

UnscoredInsufficient · 0
$6,395169,200 mi

Portland, OR

2003 Honda Civic EX

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

2003 Honda Civic EX

Vancouver, WA

UnscoredInsufficient · 0
$6,495108,486 mi

Vancouver, WA

2009 BMW 6 Series 650i

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

2009 BMW 6 Series 650i

Albany, OR

UnscoredInsufficient · 0
$6,500133,896 mi

Albany, OR

2009 Mercedes-Benz CLK-Class CLK550

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

2009 Mercedes-Benz CLK-Class CLK550

Portland, OR

UnscoredInsufficient · 0
$6,90087,000 mi

Portland, OR

2006 Honda Civic EX

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

2006 Honda Civic EX

Milwaukie, OR

Fair PriceLimited · 15
$6,988102,782 mi

Market: $3,400 – $8,991

Comparison: 15 similar vehicles

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

Milwaukie, OR

2017 Honda Civic LX-P

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

2017 Honda Civic LX-P

Portland, OR

UnscoredInsufficient · 0
$6,995156,664 mi

Portland, OR

2012 Mercedes-Benz C-Class C250 Sport

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

2012 Mercedes-Benz C-Class C250 Sport

Milwaukie, OR

UnscoredInsufficient · 4
$6,99592,371 mi

Comparison: 4 similar vehicles

Milwaukie, OR

2011 Audi A5 Premium

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

2011 Audi A5 Premium

Vancouver, WA

UnscoredInsufficient · 3
$7,000101,525 mi

Comparison: 3 similar vehicles

Vancouver, WA

2005 Honda Civic EX

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

2005 Honda Civic EX

Gladstone, OR

UnscoredLimited · 5
$7,200154,093 mi

Comparison: 5 similar vehicles

Gladstone, OR

2013 Chevrolet Camaro 1LS

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

2013 Chevrolet Camaro 1LS

Portland, OR

UnscoredInsufficient · 0
$7,499197,216 mi

Portland, OR

2013 Audi A5 Premium

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

2013 Audi A5 Premium

Portland, OR

UnscoredLimited · 9
$7,499128,698 mi

Comparison: 9 similar vehicles

Portland, OR

2013 Audi A5 Premium

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

2013 Audi A5 Premium

Vancouver, WA

UnscoredLimited · 9
$7,500114,568 mi

Comparison: 9 similar vehicles

Vancouver, WA

2011 Audi A5 Premium

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

2011 Audi A5 Premium

Portland, OR

UnscoredInsufficient · 3
$7,595109,758 mi

Comparison: 3 similar vehicles

Portland, OR

2009 Honda Civic EX

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

2009 Honda Civic EX

Tigard, OR

Salvage title
$7,599159,205 mi

Tigard, OR

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
$7,650112,946 mi

Comparison: 3 similar vehicles

Camas, WA

2015 Kia Forte Koup SX

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

2015 Kia Forte Koup SX

Salem, OR

UnscoredInsufficient · 0
$7,995102,919 mi

Salem, OR

2014 Audi A5 Premium

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

2014 Audi A5 Premium

Portland, OR

UnscoredInsufficient · 0
$7,995135,827 mi

Portland, OR

2012 Mercedes-Benz E-Class E350

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

2012 Mercedes-Benz E-Class E350

Portland, OR

UnscoredInsufficient · 3
$7,995111,777 mi

Comparison: 3 similar vehicles

Portland, OR

2011 BMW 3 Series 335i

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

2011 BMW 3 Series 335i

Milwaukie, OR

UnscoredInsufficient · 4
$7,995126,349 mi

Comparison: 4 similar vehicles

Milwaukie, OR

2008 Hyundai Tiburon GS

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

2008 Hyundai Tiburon GS

Portland, OR

UnscoredInsufficient · 0
$7,99584,755 mi

Portland, OR

2006 Ford Mustang GT Premium

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

2006 Ford Mustang GT Premium

Salem, OR

UnscoredInsufficient · 0
$7,995174,646 mi

Salem, OR

1997 Cadillac Eldorado TOURING

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

1997 Cadillac Eldorado TOURING

Keizer, OR

UnscoredInsufficient · 0
$7,99555,500 mi

Keizer, OR

2014 Hyundai Elantra Coupe Base

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

2014 Hyundai Elantra Coupe Base

Happy Valley, OR

UnscoredInsufficient · 0
$7,998114,917 mi

Happy Valley, OR

2010 Chevrolet Camaro 2LT

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

2010 Chevrolet Camaro 2LT

Salem, OR

UnscoredInsufficient · 0
$7,999121,627 mi

Salem, OR

2005 Mercedes-Benz CLK-Class CLK320

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

2005 Mercedes-Benz CLK-Class CLK320

Portland, OR

UnscoredInsufficient · 0
$7,999106,870 mi

Portland, OR

2004 Ford Mustang Standard

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

2004 Ford Mustang Standard

Gresham, OR

UnscoredInsufficient · 0
$7,999110,744 mi

Gresham, 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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