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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 1, 2026

6.1M+

Unique vehicles analyzed

as of November 1, 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

2,268 listings found

2003 Ford Crown Victoria LX

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

2003 Ford Crown Victoria LX

Bend, OR

UnscoredInsufficient · 0
$3,995153,557 mi

Bend, OR

2003 Toyota Camry LE

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

2003 Toyota Camry LE

Bend, OR

UnscoredInsufficient · 4
$4,206132,157 mi

Comparison: 4 similar vehicles

Bend, OR

2010 Lincoln MKZ Base

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

2010 Lincoln MKZ Base

Bend, OR

UnscoredInsufficient · 0
$4,548216,341 mi

Bend, OR

2012 Subaru Outback Base

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

2012 Subaru Outback Base

Bend, OR

UnscoredInsufficient · 0
$4,995193,048 mi

Bend, OR

2005 Nissan Murano SL

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

2005 Nissan Murano SL

Bend, OR

UnscoredInsufficient · 0
$4,997189,687 mi

Bend, 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

2010 Chevrolet HHR LS

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

2010 Chevrolet HHR LS

Bend, OR

UnscoredInsufficient · 0
$5,995114,200 mi

Bend, 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
$6,013272,320 mi

Bend, OR

2014 Honda Odyssey EX-L

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

2014 Honda Odyssey EX-L

Bend, OR

Unscored
$6,248201,068 mi

Comparison: 13 similar vehicles

Bend, OR

2002 Chevrolet Silverado 2500HD LS

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

2002 Chevrolet Silverado 2500HD LS

Bend, OR

UnscoredInsufficient · 0
$6,249276,745 mi

Bend, OR

2011 Honda Odyssey EX-L

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

2011 Honda Odyssey EX-L

Bend, OR

Unscored
$6,695159,805 mi

Comparison: 6 similar vehicles

Bend, OR

2016 RAM 1500 ST

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

2016 RAM 1500 ST

Bend, OR

UnscoredInsufficient · 3
$6,715187,158 mi

Comparison: 3 similar vehicles

Bend, OR

2011 Subaru Legacy 2.5i

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

2011 Subaru Legacy 2.5i

Bend, OR

UnscoredInsufficient · 0
$6,956260,001 mi

Bend, OR

1991 Chevrolet S-10

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

1991 Chevrolet S-10

Bend, OR

UnscoredInsufficient · 0
$6,995151,250 mi

Bend, 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

UnscoredInsufficient · 4
$6,997179,705 mi

Comparison: 4 similar vehicles

Bend, OR

2015 Ford Fiesta SE

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

2015 Ford Fiesta SE

Bend, OR

Unscored
$7,07074,668 mi

Comparison: 7 similar vehicles

Bend, OR

2013 Nissan JUKE SV

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

2013 Nissan JUKE SV

Bend, OR

UnscoredInsufficient · 0
$7,213157,543 mi

Bend, OR

2008 Volvo S80 3.2

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

2008 Volvo S80 3.2

Bend, OR

UnscoredInsufficient · 0
$7,213116,660 mi

Bend, OR

2008 Kia Sorento Base

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

2008 Kia Sorento Base

Bend, OR

UnscoredInsufficient · 0
$7,232145,679 mi

Bend, OR

2006 Volkswagen New GTI 2.0T FSI

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

2006 Volkswagen New GTI 2.0T FSI

Bend, OR

UnscoredInsufficient · 0
$7,495103,619 mi

Bend, OR

2012 Toyota Sienna LE

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

2012 Toyota Sienna LE

Bend, OR

Unscored
$7,548180,982 mi

Comparison: 5 similar vehicles

Bend, 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

Unscored
$7,715147,955 mi

Comparison: 7 similar vehicles

Bend, OR

2005 Isuzu NQR

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

2005 Isuzu NQR

Bend, OR

UnscoredInsufficient · 0
$7,800274,444 mi

Bend, OR

2014 Hyundai Veloster Base

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

2014 Hyundai Veloster Base

Bend, OR

UnscoredInsufficient · 3
$7,98590,717 mi

Comparison: 3 similar vehicles

Bend, OR

2012 Volvo S60 T5

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

2012 Volvo S60 T5

Bend, OR

Unscored
$7,995124,250 mi

Comparison: 5 similar vehicles

Bend, OR

2009 Toyota Camry Hybrid

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

2009 Toyota Camry Hybrid

Bend, OR

Unscored
$7,995140,800 mi

Comparison: 27 similar vehicles

Bend, OR

2010 Kia Soul Exclaim

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

2010 Kia Soul Exclaim

Bend, OR

UnscoredInsufficient · 0
$8,15188,168 mi

Bend, OR

2013 Honda Accord LX

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

2013 Honda Accord LX

Bend, OR

Unscored
$8,240226,849 mi

Comparison: 8 similar vehicles

Bend, OR

2008 Cadillac CTS 3.6

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

2008 Cadillac CTS 3.6

Bend, OR

UnscoredInsufficient · 3
$8,241121,953 mi

Comparison: 3 similar vehicles

Bend, OR

2006 Subaru B9 Tribeca

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

2006 Subaru B9 Tribeca

Bend, OR

UnscoredInsufficient · 0
$8,245122,432 mi

Bend, OR

2002 Dodge Ram 2500 Pickup SLT

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

2002 Dodge Ram 2500 Pickup SLT

Bend, OR

UnscoredInsufficient · 4
$8,249204,020 mi

Comparison: 4 similar vehicles

Bend, OR

2001 Mercedes-Benz SLK 230 Kompressor

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

2001 Mercedes-Benz SLK 230 Kompressor

Bend, OR

UnscoredInsufficient · 0
$8,49597,702 mi

Bend, OR

2015 Kia Forte EX

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

2015 Kia Forte EX

Bend, OR

UnscoredInsufficient · 0
$8,715115,267 mi

Bend, OR

2013 Buick Encore Convenience

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

2013 Buick Encore Convenience

Bend, OR

UnscoredInsufficient · 3
$8,945116,687 mi

Comparison: 3 similar vehicles

Bend, OR

2014 Audi allroad Premium

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

2014 Audi allroad Premium

Bend, OR

Unscored
$8,995126,224 mi

Comparison: 6 similar vehicles

Bend, 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

Unscored
$8,995140,300 mi

Comparison: 8 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

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

Unscored
$8,995182,133 mi

Comparison: 9 similar vehicles

Bend, OR

2006 Honda Odyssey EX

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

2006 Honda Odyssey EX

Bend, OR

UnscoredInsufficient · 4
$8,995148,000 mi

Comparison: 4 similar vehicles

Bend, 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 Chevrolet Malibu Limited 1LS

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

2016 Chevrolet Malibu Limited 1LS

Bend, OR

UnscoredInsufficient · 0
$8,997120,435 mi

Bend, OR

2015 Subaru Outback Limited

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

2015 Subaru Outback Limited

Bend, OR

Unscored
$8,997199,958 mi

Comparison: 24 similar vehicles

Bend, OR

2012 Honda CR-V EX

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

2012 Honda CR-V EX

Bend, OR

Unscored
$9,151209,260 mi

Comparison: 12 similar vehicles

Bend, OR

2007 Toyota Sienna LE

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

2007 Toyota Sienna LE

Bend, OR

UnscoredInsufficient · 0
$9,206148,063 mi

Bend, 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

UnscoredInsufficient · 0
$9,715164,771 mi

Bend, OR

2016 Ford Edge SEL

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

2016 Ford Edge SEL

Bend, OR

Unscored
$9,938122,113 mi

Comparison: 14 similar vehicles

Bend, OR

2014 RAM 1500 ST

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

2014 RAM 1500 ST

Bend, OR

UnscoredInsufficient · 4
$9,945196,565 mi

Comparison: 4 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

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

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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