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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

1,658 listings found

2012 Ford Escape Limited

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

2012 Ford Escape Limited

Bend, OR

UnscoredInsufficient · 0
$2,749157,190 mi

Bend, OR

2013 Jeep Patriot Sport

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

2013 Jeep Patriot Sport

Prineville, OR

UnscoredLimited · 8
$3,995161,324 mi

Comparison: 8 similar vehicles

Prineville, OR

2010 Cadillac SRX Performance Collection

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

2010 Cadillac SRX Performance Collection

Madras, OR

UnscoredInsufficient · 0
$4,200182,190 mi

Madras, OR

2016 Chevrolet Traverse LS

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

2016 Chevrolet Traverse LS

Prineville, OR

UnscoredInsufficient · 0
$4,995204,675 mi

Prineville, OR

2011 Ford Edge Limited

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

2011 Ford Edge Limited

Prineville, OR

UnscoredLimited · 7
$4,995212,398 mi

Comparison: 7 similar vehicles

Prineville, OR

2007 Hyundai Santa Fe Limited

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

2007 Hyundai Santa Fe Limited

Prineville, OR

UnscoredInsufficient · 0
$4,995187,564 mi

Prineville, 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

2012 INFINITI QX 56

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

2012 INFINITI QX 56

Bend, OR

UnscoredInsufficient · 0
$5,708194,272 mi

Bend, OR

2017 Buick Encore Sport Touring

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

2017 Buick Encore Sport Touring

Prineville, OR

UnscoredInsufficient · 0
$5,995110,335 mi

Prineville, 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

Prineville, OR

UnscoredLimited · 10
$5,995343,962 mi

Comparison: 10 similar vehicles

Prineville, OR

2007 Mazda CX-7 Touring

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

2007 Mazda CX-7 Touring

Prineville, OR

UnscoredInsufficient · 0
$5,995177,823 mi

Prineville, 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

2011 Jeep Compass Base

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

2011 Jeep Compass Base

Madras, OR

UnscoredInsufficient · 4
$6,000152,134 mi

Comparison: 4 similar vehicles

Madras, OR

2004 Honda Element EX

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

2004 Honda Element EX

Bend, OR

Salvage title
$6,215272,320 mi

Bend, OR

2016 Jeep Patriot Sport

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

2016 Jeep Patriot Sport

Prineville, OR

Fair PriceModerate · 25
$6,99597,313 mi

Market: $3,995 – $9,995

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Prineville, OR

2016 Ford Expedition XLT

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

2016 Ford Expedition XLT

Prineville, OR

UnscoredLimited · 10
$6,995351,441 mi

Comparison: 10 similar vehicles

Prineville, OR

2015 Buick Enclave Convenience

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

2015 Buick Enclave Convenience

Prineville, OR

UnscoredInsufficient · 0
$6,995150,557 mi

Prineville, OR

2014 Jeep Cherokee Limited

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

2014 Jeep Cherokee Limited

Prineville, OR

UnscoredInsufficient · 3
$6,995162,159 mi

Comparison: 3 similar vehicles

Prineville, OR

2008 Honda Element LX

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

2008 Honda Element LX

Prineville, OR

UnscoredInsufficient · 0
$6,995222,873 mi

Prineville, OR

2013 BMW X5 xDrive35i

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

2013 BMW X5 xDrive35i

Bend, OR

UnscoredLimited · 6
$6,997179,705 mi

Comparison: 6 similar vehicles

Bend, 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

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 · 0
$6,999179,760 mi

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

2007 Mercedes-Benz M-Class ML350

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

2007 Mercedes-Benz M-Class ML350

Madras, OR

UnscoredInsufficient · 0
$7,000180,420 mi

Madras, OR

2005 Toyota Sequoia SR5

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

2005 Toyota Sequoia SR5

Bend, OR

UnscoredInsufficient · 0
$7,548281,850 mi

Bend, OR

2010 Jeep Patriot Sport

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

2010 Jeep Patriot Sport

Madras, OR

UnscoredInsufficient · 0
$7,69392,276 mi

Madras, OR

2012 Jeep Liberty Sport

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

2012 Jeep Liberty Sport

Bend, OR

UnscoredLimited · 15
$7,715147,955 mi

Comparison: 15 similar vehicles

Bend, OR

2013 Subaru Forester X

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

2013 Subaru Forester X

Prineville, OR

UnscoredLimited · 6
$7,995143,081 mi

Comparison: 6 similar vehicles

Prineville, OR

2012 Hyundai Tucson Limited

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

2012 Hyundai Tucson Limited

Prineville, OR

UnscoredInsufficient · 0
$7,99578,921 mi

Prineville, OR

2014 Volkswagen Tiguan R-Line

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

2014 Volkswagen Tiguan R-Line

Redmond, OR

UnscoredInsufficient · 0
$7,999158,841 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

2017 Jeep Cherokee Latitude

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

2017 Jeep Cherokee Latitude

Prineville, OR

Fair PriceLimited · 15
$8,995113,794 mi

Market: $6,495 – $13,999

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 333 days listed (based on current market benchmarks)

Prineville, OR

2017 Jeep Cherokee Overland

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

2017 Jeep Cherokee Overland

Prineville, OR

Great DealLimited · 11
$8,99597,745 mi

Market: $11,491 – $17,981

Comparison: 11 similar vehicles

Competitively priced ~22% below the typical range compared to similar vehicles · 287 days listed (based on current market benchmarks)

Prineville, OR

2012 Jeep Liberty Latitude

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

2012 Jeep Liberty Latitude

Bend, OR

UnscoredInsufficient · 0
$8,995123,700 mi

Bend, OR

2011 Subaru Forester X Premium Package

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

2011 Subaru Forester X Premium Package

Bend, OR

UnscoredLimited · 9
$8,995140,300 mi

Comparison: 9 similar vehicles

Bend, OR

2010 Jeep Wrangler Unlimited Sahara

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

2010 Jeep Wrangler Unlimited Sahara

Bend, OR

UnscoredLimited · 5
$8,995157,851 mi

Comparison: 5 similar vehicles

Bend, OR

2008 Dodge Nitro SLT

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

2008 Dodge Nitro SLT

Bend, OR

UnscoredInsufficient · 0
$8,995123,800 mi

Bend, OR

2007 Jeep Wrangler Unlimited Sahara

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

2007 Jeep Wrangler Unlimited Sahara

Prineville, OR

UnscoredInsufficient · 0
$8,995205,717 mi

Prineville, OR

2006 Porsche Cayenne S

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

2006 Porsche Cayenne S

Bend, OR

UnscoredInsufficient · 0
$8,995136,000 mi

Bend, 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

UnscoredModerate · 25
$8,999140,220 mi

Comparison: 25 similar vehicles

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

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

2018 Volkswagen Tiguan SE

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

2018 Volkswagen Tiguan SE

Bend, OR

UnscoredRobust · 63
$9,151156,195 mi

Comparison: 63 similar vehicles

Bend, OR

2012 Toyota Highlander Base

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

2012 Toyota Highlander Base

Madras, OR

UnscoredInsufficient · 3
$9,700279,223 mi

Comparison: 3 similar vehicles

Madras, OR

2009 Jeep Wrangler Unlimited Sahara

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

2009 Jeep Wrangler Unlimited Sahara

Bend, OR

UnscoredLimited · 8
$9,715164,771 mi

Comparison: 8 similar vehicles

Bend, OR

2011 Land Rover LR4 Base

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

2011 Land Rover LR4 Base

Bend, OR

UnscoredInsufficient · 0
$9,950130,396 mi

Bend, OR

2008 Toyota RAV4 Limited

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

2008 Toyota RAV4 Limited

Bend, OR

UnscoredLimited · 8
$9,950182,133 mi

Comparison: 8 similar vehicles

Bend, OR

2009 Cadillac Escalade Base

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

2009 Cadillac Escalade Base

Bend, OR

UnscoredInsufficient · 3
$9,956196,429 mi

Comparison: 3 similar vehicles

Bend, OR

2019 Buick Encore Preferred

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

2019 Buick Encore Preferred

Prineville, OR

Great DealModerate · 35
$9,995105,356 mi

Market: $10,631 – $16,784

Comparison: 35 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 95 days listed (based on current market benchmarks)

Prineville, 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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