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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 5, 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

311 listings found

2006 Scion xB Base

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

2006 Scion xB Base

Woodburn, OR

UnscoredInsufficient · 0
$1,999270,113 mi

Woodburn, OR

2005 Honda Civic LX

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

2005 Honda Civic LX

Woodburn, OR

Salvage title
$3,500185,394 mi

Woodburn, OR

2002 Honda CR-V EX

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

2002 Honda CR-V EX

Woodburn, OR

UnscoredInsufficient · 3
$4,495225,696 mi

Comparison: 3 similar vehicles

Woodburn, OR

2015 Ford Flex SE

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

2015 Ford Flex SE

Woodburn, OR

UnscoredInsufficient · 0
$5,995201,586 mi

Woodburn, OR

2010 Nissan Altima S

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

2010 Nissan Altima S

Woodburn, OR

Unscored
$5,995142,507 mi

Comparison: 6 similar vehicles

Woodburn, OR

2006 Lincoln Mark LT Base

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

2006 Lincoln Mark LT Base

Woodburn, OR

UnscoredInsufficient · 3
$5,995206,976 mi

Comparison: 3 similar vehicles

Woodburn, OR

2008 Chevrolet Malibu LTZ

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

2008 Chevrolet Malibu LTZ

Woodburn, OR

UnscoredInsufficient · 0
$5,997113,894 mi

Woodburn, OR

2018 Chevrolet Trax LT

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

2018 Chevrolet Trax LT

Woodburn, OR

UnscoredInsufficient · 4
$5,999159,336 mi

Comparison: 4 similar vehicles

Woodburn, OR

2011 Toyota Camry LE

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

2011 Toyota Camry LE

Woodburn, OR

Unscored
$6,500193,929 mi

Comparison: 8 similar vehicles

Woodburn, OR

2014 Subaru Forester i Limited

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

2014 Subaru Forester i Limited

Woodburn, OR

Great DealLimited · 18
$6,800112,498 mi

Market: $7,999 – $16,740

Comparison: 18 similar vehicles

Competitively priced ~15% below the typical range compared to similar vehicles · 70 days listed (based on current market benchmarks)

Woodburn, OR

2018 Chevrolet Equinox LS

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

2018 Chevrolet Equinox LS

Woodburn, OR

Unscored
$6,995160,535 mi

Comparison: 27 similar vehicles

Woodburn, OR

2017 GMC Terrain SLE-1

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

2017 GMC Terrain SLE-1

Woodburn, OR

UnscoredInsufficient · 3
$6,995167,028 mi

Comparison: 3 similar vehicles

Woodburn, OR

2012 Jeep Liberty Sport

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

2012 Jeep Liberty Sport

Woodburn, OR

Unscored
$6,995162,030 mi

Comparison: 13 similar vehicles

Woodburn, OR

2012 Ford Fusion SEL

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

2012 Ford Fusion SEL

Woodburn, OR

UnscoredInsufficient · 3
$6,997160,561 mi

Comparison: 3 similar vehicles

Woodburn, OR

2012 MINI Countryman

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

2012 MINI Countryman

Woodburn, OR

UnscoredInsufficient · 0
$6,99797,552 mi

Woodburn, OR

2016 Chevrolet Malibu 2LZ Premier

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

2016 Chevrolet Malibu 2LZ Premier

Woodburn, OR

Unscored
$6,999163,229 mi

Comparison: 8 similar vehicles

Woodburn, OR

2014 Ford Escape SE

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

2014 Ford Escape SE

Woodburn, OR

Unscored
$7,49588,977 mi

Comparison: 6 similar vehicles

Woodburn, OR

2019 Dodge Journey GT

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

2019 Dodge Journey GT

Woodburn, OR

UnscoredInsufficient · 3
$7,995143,605 mi

Comparison: 3 similar vehicles

Woodburn, OR

2019 Nissan Rogue SV

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

2019 Nissan Rogue SV

Woodburn, OR

Great DealLimited · 12
$7,995119,501 mi

Market: $11,999 – $18,245

Comparison: 12 similar vehicles

Competitively priced ~33% below the typical range compared to similar vehicles · 218 days listed (based on current market benchmarks)

Woodburn, OR

2018 Nissan Pathfinder S

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

2018 Nissan Pathfinder S

Woodburn, OR

UnscoredInsufficient · 4
$7,995135,829 mi

Comparison: 4 similar vehicles

Woodburn, OR

2012 GMC Yukon SLE

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

2012 GMC Yukon SLE

Woodburn, OR

UnscoredInsufficient · 0
$7,995130,586 mi

Woodburn, OR

2003 Chevrolet Silverado 1500 LS

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

2003 Chevrolet Silverado 1500 LS

Woodburn, OR

UnscoredInsufficient · 3
$7,995163,946 mi

Comparison: 3 similar vehicles

Woodburn, OR

2016 Dodge Journey SXT

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

2016 Dodge Journey SXT

Woodburn, OR

UnscoredInsufficient · 3
$7,999147,584 mi

Comparison: 3 similar vehicles

Woodburn, OR

2008 Honda CR-V EX

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

2008 Honda CR-V EX

Woodburn, OR

Unscored
$7,999172,905 mi

Comparison: 9 similar vehicles

Woodburn, OR

2017 Chrysler Pacifica Touring Plus

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

2017 Chrysler Pacifica Touring Plus

Woodburn, OR

UnscoredInsufficient · 0
$8,495144,894 mi

Woodburn, OR

2019 Nissan Altima S

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

2019 Nissan Altima S

Woodburn, OR

Unscored
$8,995149,175 mi

Comparison: 5 similar vehicles

Woodburn, OR

2019 Kia FORTE LXS

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

2019 Kia FORTE LXS

Woodburn, OR

Unscored
$8,995130,243 mi

Comparison: 30 similar vehicles

Woodburn, OR

2018 Jeep Compass Sport

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

2018 Jeep Compass Sport

Woodburn, OR

UnscoredInsufficient · 4
$8,995113,350 mi

Comparison: 4 similar vehicles

Woodburn, OR

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Woodburn, OR

Unscored
$8,995156,003 mi

Comparison: 5 similar vehicles

Woodburn, OR

2013 INFINITI QX 56

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

2013 INFINITI QX 56

Woodburn, OR

UnscoredInsufficient · 0
$8,995169,588 mi

Woodburn, OR

2012 RAM 1500 Pickup Sport

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

2012 RAM 1500 Pickup Sport

Woodburn, OR

Unscored
$8,995159,748 mi

Comparison: 7 similar vehicles

Woodburn, OR

2001 Chevrolet Silverado LT

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

2001 Chevrolet Silverado LT

Woodburn, OR

UnscoredInsufficient · 4
$8,995311,280 mi

Comparison: 4 similar vehicles

Woodburn, OR

2015 Volkswagen Jetta SE

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

2015 Volkswagen Jetta SE

Woodburn, OR

Unscored
$8,997115,542 mi

Comparison: 8 similar vehicles

Woodburn, OR

2020 Chevrolet Malibu 1FL

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

2020 Chevrolet Malibu 1FL

Woodburn, OR

UnscoredInsufficient · 0
$8,999161,451 mi

Woodburn, OR

2019 Dodge Journey GT

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

2019 Dodge Journey GT

Woodburn, OR

UnscoredInsufficient · 3
$8,999139,108 mi

Comparison: 3 similar vehicles

Woodburn, OR

2017 GMC Terrain SLT

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

2017 GMC Terrain SLT

Woodburn, OR

UnscoredInsufficient · 0
$8,999133,312 mi

Woodburn, OR

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Woodburn, OR

Unscored
$8,999128,261 mi

Comparison: 33 similar vehicles

Woodburn, OR

2016 Jeep Renegade Latitude

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

2016 Jeep Renegade Latitude

Woodburn, OR

Fair PriceLimited · 14
$8,999112,466 mi

Market: $7,995 – $13,459

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Woodburn, OR

2015 Ford Escape Titanium

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

2015 Ford Escape Titanium

Woodburn, OR

UnscoredInsufficient · 4
$8,999122,272 mi

Comparison: 4 similar vehicles

Woodburn, OR

2011 Dodge Charger SE

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

2011 Dodge Charger SE

Woodburn, OR

UnscoredInsufficient · 3
$8,999153,323 mi

Comparison: 3 similar vehicles

Woodburn, OR

2021 Jeep Renegade Latitude

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

2021 Jeep Renegade Latitude

Woodburn, OR

UnscoredInsufficient · 0
$9,250105,340 mi

Woodburn, OR

2013 Honda Civic LX

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

2013 Honda Civic LX

Woodburn, OR

Unscored
$9,495141,896 mi

Comparison: 9 similar vehicles

Woodburn, OR

2016 Jeep Cherokee Sport

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

2016 Jeep Cherokee Sport

Woodburn, OR

UnscoredInsufficient · 4
$9,89579,551 mi

Comparison: 4 similar vehicles

Woodburn, OR

2021 Nissan Versa Sedan SV

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

2021 Nissan Versa Sedan SV

Woodburn, OR

Unscored
$9,99598,333 mi

Comparison: 7 similar vehicles

Woodburn, OR

2015 Jeep Grand Cherokee Limited

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

2015 Jeep Grand Cherokee Limited

Woodburn, OR

Unscored
$9,995150,634 mi

Comparison: 40 similar vehicles

Woodburn, OR

2015 Toyota Camry LE

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

2015 Toyota Camry LE

Woodburn, OR

Unscored
$9,995172,204 mi

Comparison: 8 similar vehicles

Woodburn, OR

2014 Ford Explorer Sport

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

2014 Ford Explorer Sport

Woodburn, OR

Unscored
$9,995137,120 mi

Comparison: 9 similar vehicles

Woodburn, OR

2012 Toyota Corolla LE

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

2012 Toyota Corolla LE

Woodburn, OR

Unscored
$9,995135,002 mi

Comparison: 14 similar vehicles

Woodburn, OR

2014 Ford Focus SE

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

2014 Ford Focus SE

Woodburn, OR

Unscored
$9,99788,028 mi

Comparison: 20 similar vehicles

Woodburn, OR

2014 Dodge Grand Caravan SXT

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

2014 Dodge Grand Caravan SXT

Woodburn, OR

Unscored
$9,999102,613 mi

Comparison: 8 similar vehicles

Woodburn, 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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