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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 3, 2026

6.1M+

Unique vehicles analyzed

as of November 3, 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

807 listings found

1994 Jeep Grand Cherokee LIMITED

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

1994 Jeep Grand Cherokee LIMITED

Tigard, OR

UnscoredInsufficient · 0
$3,995217,305 mi

Tigard, OR

2012 Kia Soul Base

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

2012 Kia Soul Base

Tigard, OR

Unscored
$5,000124,926 mi

Comparison: 8 similar vehicles

Tigard, OR

2015 Nissan Versa Sedan S Plus

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

2015 Nissan Versa Sedan S Plus

Tigard, OR

UnscoredInsufficient · 0
$5,799134,000 mi

Tigard, OR

2004 GMC Yukon Denali

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

2004 GMC Yukon Denali

Tigard, OR

UnscoredInsufficient · 0
$5,995245,036 mi

Tigard, OR

2003 Jeep Liberty LIMITED

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

2003 Jeep Liberty LIMITED

Tigard, OR

UnscoredInsufficient · 0
$5,995171,109 mi

Tigard, OR

2011 Toyota Corolla LE

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

2011 Toyota Corolla LE

Tigard, OR

UnscoredInsufficient · 3
$6,295203,661 mi

Comparison: 3 similar vehicles

Tigard, OR

2007 Toyota Matrix XR

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

2007 Toyota Matrix XR

Tigard, OR

UnscoredInsufficient · 3
$6,295164,214 mi

Comparison: 3 similar vehicles

Tigard, OR

2011 Subaru Legacy I Limited

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

2011 Subaru Legacy I Limited

Tigard, OR

UnscoredInsufficient · 0
$6,500148,710 mi

Tigard, OR

2011 Subaru Legacy 3.6R Limited

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

2011 Subaru Legacy 3.6R Limited

Tigard, OR

UnscoredInsufficient · 0
$6,677178,659 mi

Tigard, OR

2008 Scion xD Base

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

2008 Scion xD Base

Tigard, OR

Unscored
$6,795128,880 mi

Comparison: 6 similar vehicles

Tigard, OR

2006 Ford F-150 XL

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

2006 Ford F-150 XL

Tigard, OR

Unscored
$6,798225,652 mi

Comparison: 5 similar vehicles

Tigard, OR

2008 Ford Explorer Sport Trac XLT

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

2008 Ford Explorer Sport Trac XLT

Tigard, OR

UnscoredInsufficient · 0
$6,950203,000 mi

Tigard, OR

2010 Nissan Altima S

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

2010 Nissan Altima S

Tigard, OR

Unscored
$6,995113,949 mi

Comparison: 7 similar vehicles

Tigard, OR

2009 MINI Cooper S

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

2009 MINI Cooper S

Tigard, OR

Unscored
$6,99571,338 mi

Comparison: 7 similar vehicles

Tigard, OR

2014 Chevrolet Cruze LTZ

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

2014 Chevrolet Cruze LTZ

Tigard, OR

UnscoredInsufficient · 3
$6,99887,482 mi

Comparison: 3 similar vehicles

Tigard, OR

2009 Nissan Sentra S

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

2009 Nissan Sentra S

Tigard, OR

UnscoredInsufficient · 0
$7,29582,348 mi

Tigard, OR

2007 INFINITI G 35 Sport

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

2007 INFINITI G 35 Sport

Tigard, OR

UnscoredInsufficient · 0
$7,595139,909 mi

Tigard, 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

2012 Scion iQ Base

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

2012 Scion iQ Base

Tigard, OR

Unscored
$7,650121,760 mi

Comparison: 21 similar vehicles

Tigard, OR

2011 Mazda MAZDA3 i Touring

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

2011 Mazda MAZDA3 i Touring

Tigard, OR

Unscored
$8,500101,048 mi

Comparison: 8 similar vehicles

Tigard, OR

2015 Mercedes-Benz GLA-Class GLA250

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

2015 Mercedes-Benz GLA-Class GLA250

Tigard, OR

Fair PriceModerate · 25
$8,590105,057 mi

Market: $8,400 – $15,999

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 103 days listed (based on current market benchmarks)

Tigard, OR

2017 Chrysler 300 Limited

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

2017 Chrysler 300 Limited

Tigard, OR

Unscored
$8,900187,242 mi

Comparison: 10 similar vehicles

Tigard, 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

Tigard, OR

Unscored
$8,995145,635 mi

Comparison: 12 similar vehicles

Tigard, OR

2007 GMC Yukon SLE2

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

2007 GMC Yukon SLE2

Tigard, OR

UnscoredInsufficient · 0
$9,119159,576 mi

Tigard, OR

2012 Toyota Prius v Five

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

2012 Toyota Prius v Five

Tigard, OR

Unscored
$9,350162,432 mi

Comparison: 12 similar vehicles

Tigard, OR

2015 Toyota Corolla S Plus

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

2015 Toyota Corolla S Plus

Tigard, OR

UnscoredInsufficient · 3
$9,388157,678 mi

Comparison: 3 similar vehicles

Tigard, OR

2013 Scion xD Base

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

2013 Scion xD Base

Tigard, OR

UnscoredInsufficient · 3
$9,45094,922 mi

Comparison: 3 similar vehicles

Tigard, OR

2015 Kia Soul Base

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

2015 Kia Soul Base

Tigard, OR

Unscored
$9,74066,023 mi

Comparison: 7 similar vehicles

Tigard, OR

2016 Scion iM Base

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

2016 Scion iM Base

Tigard, OR

UnscoredInsufficient · 3
$9,995137,655 mi

Comparison: 3 similar vehicles

Tigard, OR

2011 Toyota Highlander Base

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

2011 Toyota Highlander Base

Tigard, OR

UnscoredInsufficient · 0
$9,995163,029 mi

Tigard, OR

2009 Toyota Venza Base

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

2009 Toyota Venza Base

Tigard, OR

Fair PriceLimited · 12
$9,995117,043 mi

Market: $4,999 – $10,499

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1204 days listed (based on current market benchmarks)

Tigard, OR

2011 Toyota Corolla S

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

2011 Toyota Corolla S

Tigard, OR

UnscoredInsufficient · 4
$10,000137,784 mi

Comparison: 4 similar vehicles

Tigard, OR

2008 Chrysler Aspen Limited

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

2008 Chrysler Aspen Limited

Tigard, OR

UnscoredInsufficient · 3
$10,550102,776 mi

Comparison: 3 similar vehicles

Tigard, OR

2019 Kia Sportage LX

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

2019 Kia Sportage LX

Tigard, OR

Unscored
$10,640109,254 mi

Comparison: 8 similar vehicles

Tigard, OR

2014 Toyota Corolla LE

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

2014 Toyota Corolla LE

Tigard, OR

Unscored
$10,650142,251 mi

Comparison: 26 similar vehicles

Tigard, OR

2013 Mercedes-Benz GLK-Class GLK250

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

2013 Mercedes-Benz GLK-Class GLK250

Tigard, OR

UnscoredInsufficient · 0
$10,850111,379 mi

Tigard, OR

2018 Kia Soul +

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

2018 Kia Soul +

Tigard, OR

Unscored
$10,99577,359 mi

Comparison: 7 similar vehicles

Tigard, OR

2015 Toyota Venza LE

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

2015 Toyota Venza LE

Tigard, OR

Unscored
$10,995170,505 mi

Comparison: 8 similar vehicles

Tigard, OR

2014 Subaru Forester i Premium

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

2014 Subaru Forester i Premium

Tigard, OR

Unscored
$10,995117,898 mi

Comparison: 9 similar vehicles

Tigard, OR

2011 Honda CR-V EX-L

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

2011 Honda CR-V EX-L

Tigard, OR

UnscoredInsufficient · 4
$10,995157,071 mi

Comparison: 4 similar vehicles

Tigard, OR

2016 Jeep Cherokee Limited

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

2016 Jeep Cherokee Limited

Tigard, OR

Unscored
$11,495100,484 mi

Comparison: 5 similar vehicles

Tigard, OR

2009 Toyota Camry Hybrid

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

2009 Toyota Camry Hybrid

Tigard, OR

OverpricedModerate · 27
$11,49587,372 mi

Market: $5,500 – $10,250

Comparison: 27 similar vehicles

Priced ~12% above the typical market range for similar vehicles (based on current market benchmarks)

Tigard, OR

2010 Honda Ridgeline RTL

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

2010 Honda Ridgeline RTL

Tigard, OR

UnscoredInsufficient · 0
$11,600147,095 mi

Tigard, OR

2013 Scion xB Base

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

2013 Scion xB Base

Tigard, OR

UnscoredInsufficient · 0
$11,69593,440 mi

Tigard, OR

2014 Mazda MAZDA3 s Touring

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

2014 Mazda MAZDA3 s Touring

Tigard, OR

UnscoredInsufficient · 3
$11,949112,559 mi

Comparison: 3 similar vehicles

Tigard, OR

2010 Toyota Highlander Base

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

2010 Toyota Highlander Base

Tigard, OR

UnscoredInsufficient · 0
$11,995137,896 mi

Tigard, OR

2012 Chevrolet Tahoe LT

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

2012 Chevrolet Tahoe LT

Tigard, OR

UnscoredInsufficient · 4
$11,998128,717 mi

Comparison: 4 similar vehicles

Tigard, OR

2005 Honda Element EX

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

2005 Honda Element EX

Tigard, OR

OverpricedLimited · 11
$12,288140,654 mi

Market: $3,995 – $9,500

Comparison: 11 similar vehicles

Priced ~29% above the typical market range for similar vehicles (based on current market benchmarks)

Tigard, OR

2013 Toyota Highlander Base

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

2013 Toyota Highlander Base

Tigard, OR

Unscored
$12,300156,000 mi

Comparison: 13 similar vehicles

Tigard, OR

2012 Ford F-150 XLT

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

2012 Ford F-150 XLT

Tigard, OR

Unscored
$12,488137,298 mi

Comparison: 6 similar vehicles

Tigard, 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.
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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