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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 4, 2026

6.8M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

241 listings found

1992 Dodge Dakota

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

1992 Dodge Dakota

Redmond, OR

UnscoredInsufficient · 0
$1,895211,138 mi

Redmond, OR

2004 Chrysler Concorde LXI

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

2004 Chrysler Concorde LXI

Redmond, OR

UnscoredInsufficient · 0
$3,999231,020 mi

Redmond, OR

1994 Chevrolet GMT400

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

1994 Chevrolet GMT400

Redmond, OR

UnscoredInsufficient · 0
$3,999234,869 mi

Redmond, OR

2003 Volkswagen Jetta GLS

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

2003 Volkswagen Jetta GLS

Redmond, OR

UnscoredInsufficient · 0
$4,999194,607 mi

Redmond, OR

2001 Jeep Grand Cherokee LAREDO

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

2001 Jeep Grand Cherokee LAREDO

Redmond, OR

UnscoredInsufficient · 0
$4,999219,935 mi

Redmond, OR

1998 Subaru Legacy DQ

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

1998 Subaru Legacy DQ

Redmond, OR

UnscoredInsufficient · 0
$4,999169,390 mi

Redmond, OR

2012 Ford Fiesta SE

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

2012 Ford Fiesta SE

Redmond, OR

UnscoredInsufficient · 3
$5,415132,283 mi

Comparison: 3 similar vehicles

Redmond, OR

2016 Jeep Cherokee 75th Anniversary

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

2016 Jeep Cherokee 75th Anniversary

Redmond, OR

UnscoredInsufficient · 0
$5,999177,583 mi

Redmond, OR

2008 Chevrolet HHR LT

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

2008 Chevrolet HHR LT

Redmond, OR

UnscoredInsufficient · 0
$5,999135,706 mi

Redmond, OR

2006 Mercury Mountaineer Luxury

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

2006 Mercury Mountaineer Luxury

Redmond, OR

UnscoredInsufficient · 0
$5,999182,467 mi

Redmond, OR

2005 Dodge Dakota SLT

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

2005 Dodge Dakota SLT

Redmond, OR

Unscored
$5,999264,046 mi

Comparison: 11 similar vehicles

Redmond, OR

2004 Dodge Stratus SE

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

2004 Dodge Stratus SE

Redmond, OR

UnscoredInsufficient · 0
$5,99996,921 mi

Redmond, OR

2001 Subaru Outback

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

2001 Subaru Outback

Redmond, OR

UnscoredInsufficient · 0
$5,999187,445 mi

Redmond, OR

2011 Jeep Liberty Sport

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

2011 Jeep Liberty Sport

Redmond, OR

UnscoredInsufficient · 0
$6,999150,038 mi

Redmond, OR

2011 Volkswagen Golf Base

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

2011 Volkswagen Golf Base

Redmond, OR

UnscoredInsufficient · 0
$6,999185,091 mi

Redmond, OR

2009 Subaru Forester 2.5X Premium Package

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

2009 Subaru Forester 2.5X Premium Package

Redmond, OR

UnscoredInsufficient · 3
$6,999179,760 mi

Comparison: 3 similar vehicles

Redmond, OR

2008 Subaru Impreza 2.5i

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

2008 Subaru Impreza 2.5i

Redmond, OR

UnscoredInsufficient · 3
$6,999165,294 mi

Comparison: 3 similar vehicles

Redmond, OR

2007 Dodge Nitro SLT

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

2007 Dodge Nitro SLT

Redmond, OR

UnscoredInsufficient · 0
$6,999174,683 mi

Redmond, OR

2006 Subaru B9 Tribeca

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

2006 Subaru B9 Tribeca

Redmond, OR

UnscoredInsufficient · 4
$6,999148,231 mi

Comparison: 4 similar vehicles

Redmond, OR

1998 Dodge Ram Pickup ST

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

1998 Dodge Ram Pickup ST

Redmond, OR

Unscored
$6,999217,837 mi

Comparison: 5 similar vehicles

Redmond, OR

1994 Ford F-150

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

1994 Ford F-150

Redmond, OR

UnscoredInsufficient · 0
$6,999206,641 mi

Redmond, OR

2014 BMW 3 Series 328d

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

2014 BMW 3 Series 328d

Redmond, OR

Unscored
$7,999181,780 mi

Comparison: 11 similar vehicles

Redmond, OR

2012 Nissan Altima S

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

2012 Nissan Altima S

Redmond, OR

Unscored
$7,999182,438 mi

Comparison: 9 similar vehicles

Redmond, OR

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Redmond, OR

Unscored
$7,999156,098 mi

Comparison: 11 similar vehicles

Redmond, OR

2011 Ford Fusion SEL

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

2011 Ford Fusion SEL

Redmond, OR

UnscoredInsufficient · 0
$7,999113,276 mi

Redmond, OR

2011 Volkswagen Jetta SE

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

2011 Volkswagen Jetta SE

Redmond, OR

UnscoredInsufficient · 0
$7,999148,513 mi

Redmond, OR

2011 Mazda MAZDA3 s Sport

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

2011 Mazda MAZDA3 s Sport

Redmond, OR

UnscoredInsufficient · 0
$7,999192,295 mi

Redmond, OR

2009 Toyota Sienna LE

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

2009 Toyota Sienna LE

Redmond, OR

UnscoredInsufficient · 3
$7,999175,113 mi

Comparison: 3 similar vehicles

Redmond, OR

2008 smart fortwo passion

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

2008 smart fortwo passion

Redmond, OR

UnscoredInsufficient · 0
$7,99955,045 mi

Redmond, OR

2007 Ford Mustang Deluxe

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

2007 Ford Mustang Deluxe

Redmond, OR

UnscoredInsufficient · 0
$7,999193,108 mi

Redmond, OR

2006 Ford Expedition Limited

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

2006 Ford Expedition Limited

Redmond, OR

UnscoredInsufficient · 0
$7,999198,050 mi

Redmond, OR

2006 Ford F-150 XLT

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

2006 Ford F-150 XLT

Redmond, OR

Unscored
$7,999177,505 mi

Comparison: 15 similar vehicles

Redmond, OR

2017 Chevrolet Impala 1LT

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

2017 Chevrolet Impala 1LT

Redmond, OR

Unscored
$8,999167,263 mi

Comparison: 10 similar vehicles

Redmond, OR

2016 Jeep Patriot Sport

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

2016 Jeep Patriot Sport

Redmond, OR

Unscored
$8,999140,220 mi

Comparison: 24 similar vehicles

Redmond, OR

2016 Ford Fiesta SE

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

2016 Ford Fiesta SE

Redmond, OR

OverpricedLimited · 14
$8,99986,496 mi

Market: $6,390 – $7,745

Comparison: 14 similar vehicles

Priced ~16% above the typical market range for similar vehicles (based on current market benchmarks)

Redmond, OR

2015 Buick Encore Convenience

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

2015 Buick Encore Convenience

Redmond, OR

UnscoredInsufficient · 4
$8,999162,945 mi

Comparison: 4 similar vehicles

Redmond, OR

2013 Subaru Impreza 2.0I Sport Limited

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

2013 Subaru Impreza 2.0I Sport Limited

Redmond, OR

UnscoredInsufficient · 3
$8,999175,559 mi

Comparison: 3 similar vehicles

Redmond, OR

2009 Chrysler Aspen Limited

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

2009 Chrysler Aspen Limited

Redmond, OR

UnscoredInsufficient · 0
$8,999151,842 mi

Redmond, OR

2007 Dodge Dakota ST

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

2007 Dodge Dakota ST

Redmond, OR

UnscoredInsufficient · 0
$8,999168,683 mi

Redmond, OR

2021 Kia Soul LX

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

2021 Kia Soul LX

Redmond, OR

Unscored
$9,999144,663 mi

Comparison: 11 similar vehicles

Redmond, OR

2014 Subaru XV Crosstrek Premium

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

2014 Subaru XV Crosstrek Premium

Redmond, OR

Unscored
$9,999188,004 mi

Comparison: 30 similar vehicles

Redmond, OR

2009 Lincoln Navigator Luxury

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

2009 Lincoln Navigator Luxury

Redmond, OR

UnscoredInsufficient · 0
$9,999163,062 mi

Redmond, OR

2009 Toyota RAV4 Sport

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

2009 Toyota RAV4 Sport

Redmond, OR

UnscoredInsufficient · 3
$9,999134,529 mi

Comparison: 3 similar vehicles

Redmond, OR

2018 Ford Escape SE

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

2018 Ford Escape SE

Redmond, OR

Fair PriceModerate · 41
$10,999112,104 mi

Market: $5,995 – $14,998

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 144 days listed (based on current market benchmarks)

Redmond, OR

2016 Chrysler 200 LX

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

2016 Chrysler 200 LX

Redmond, OR

UnscoredInsufficient · 0
$10,999106,357 mi

Redmond, OR

2016 Subaru Outback Limited

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

2016 Subaru Outback Limited

Redmond, OR

UnscoredInsufficient · 3
$10,999176,957 mi

Comparison: 3 similar vehicles

Redmond, OR

2014 Chrysler Town & Country Touring

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

2014 Chrysler Town & Country Touring

Redmond, OR

Unscored
$10,999130,195 mi

Comparison: 6 similar vehicles

Redmond, OR

2012 Honda Accord LX

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

2012 Honda Accord LX

Redmond, OR

Unscored
$10,999141,102 mi

Comparison: 10 similar vehicles

Redmond, OR

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

Redmond, OR

UnscoredInsufficient · 0
$10,999134,733 mi

Redmond, OR

2015 Chevrolet Traverse LS

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

2015 Chevrolet Traverse LS

Redmond, OR

UnscoredInsufficient · 3
$11,99986,351 mi

Comparison: 3 similar vehicles

Redmond, OR

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 recently 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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