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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

3,028 listings found

2005 Subaru Outback I

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

2005 Subaru Outback I

Midvale, UT

UnscoredInsufficient · 0
$1,997261,704 mi

Midvale, UT

2003 Subaru Forester X

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

2003 Subaru Forester X

Midvale, UT

Salvage title
$1,998220,136 mi

Midvale, UT

2007 Subaru Impreza i Sport

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

2007 Subaru Impreza i Sport

Salt Lake City, UT

UnscoredInsufficient · 0
$2,000210,000 mi

Salt Lake City, UT

2006 Subaru Forester X

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

2006 Subaru Forester X

Roy, UT

UnscoredInsufficient · 0
$2,295187,351 mi

Roy, UT

2010 Subaru Forester X Limited

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

2010 Subaru Forester X Limited

Orem, UT

Salvage title
$2,395139,574 mi

Orem, UT

2011 Subaru Outback I Limited

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

2011 Subaru Outback I Limited

Bountiful, UT

UnscoredInsufficient · 0
$2,981198,409 mi

Bountiful, UT

2010 Subaru Outback 3.6R Limited

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

2010 Subaru Outback 3.6R Limited

Ogden, UT

UnscoredInsufficient · 0
$3,089204,522 mi

Ogden, UT

2013 Subaru Outback Limited

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

2013 Subaru Outback Limited

Murray, UT

Unscored
$3,100280,123 mi

Comparison: 7 similar vehicles

Murray, UT

2011 Subaru Legacy I Premium

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

2011 Subaru Legacy I Premium

Salt Lake City, UT

UnscoredInsufficient · 0
$3,249186,063 mi

Salt Lake City, UT

2001 Subaru Forester L 4 AT

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

2001 Subaru Forester L 4 AT

Salt Lake City, UT

Salvage title
$3,250177,742 mi

Salt Lake City, UT

2005 Subaru Outback I

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

2005 Subaru Outback I

Springville, UT

UnscoredInsufficient · 0
$3,295218,083 mi

Springville, UT

2006 Subaru Legacy I

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

2006 Subaru Legacy I

Woods Cross, UT

UnscoredInsufficient · 0
$3,439137,872 mi

Woods Cross, UT

2013 Subaru XV Crosstrek Limited

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

2013 Subaru XV Crosstrek Limited

Brigham City, UT

Unscored
$3,443165,901 mi

Comparison: 7 similar vehicles

Brigham City, UT

2001 Subaru Outback

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

2001 Subaru Outback

Ogden, UT

UnscoredInsufficient · 0
$3,477196,947 mi

Ogden, UT

2015 Subaru Impreza 2.0I

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

2015 Subaru Impreza 2.0I

Roy, UT

UnscoredInsufficient · 0
$3,495223,254 mi

Roy, UT

2012 Subaru Outback Base

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

2012 Subaru Outback Base

Midvale, UT

UnscoredInsufficient · 0
$3,495204,979 mi

Midvale, UT

2011 Subaru Legacy I Premium

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

2011 Subaru Legacy I Premium

Roy, UT

UnscoredInsufficient · 0
$3,495190,683 mi

Roy, UT

2009 Subaru Impreza 2.5i

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

2009 Subaru Impreza 2.5i

Roy, UT

UnscoredInsufficient · 0
$3,495175,953 mi

Roy, UT

2004 Subaru Legacy L Special Edition

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

2004 Subaru Legacy L Special Edition

Ogden, UT

UnscoredInsufficient · 0
$3,577242,353 mi

Ogden, UT

2010 Subaru Impreza 2.5i Premium

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

2010 Subaru Impreza 2.5i Premium

Salt Lake City, UT

UnscoredInsufficient · 0
$3,595172,400 mi

Salt Lake City, UT

2011 Subaru Legacy I Premium

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

2011 Subaru Legacy I Premium

Provo, UT

UnscoredInsufficient · 0
$3,725170,990 mi

Provo, UT

2014 Subaru Impreza 2.0I

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

2014 Subaru Impreza 2.0I

West Valley City, UT

UnscoredInsufficient · 0
$3,900151,700 mi

West Valley City, UT

2012 Subaru Forester X Premium Package

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

2012 Subaru Forester X Premium Package

Salt Lake City, UT

UnscoredInsufficient · 3
$3,949174,995 mi

Comparison: 3 similar vehicles

Salt Lake City, UT

2014 Subaru XV Crosstrek Limited

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

2014 Subaru XV Crosstrek Limited

Midvale, UT

Salvage title
$3,990274,938 mi

Midvale, UT

2013 Subaru Forester X Premium Package

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

2013 Subaru Forester X Premium Package

Roy, UT

UnscoredInsufficient · 3
$3,995148,815 mi

Comparison: 3 similar vehicles

Roy, UT

2011 Subaru Tribeca Limited

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

2011 Subaru Tribeca Limited

Midvale, UT

UnscoredInsufficient · 0
$3,995240,778 mi

Midvale, UT

2012 Subaru Impreza 2.0I Premium

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

2012 Subaru Impreza 2.0I Premium

Salt Lake City, UT

UnscoredInsufficient · 3
$3,998195,647 mi

Comparison: 3 similar vehicles

Salt Lake City, UT

2011 Subaru Outback I Premium

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

2011 Subaru Outback I Premium

South Salt Lake, UT

UnscoredInsufficient · 3
$3,999270,924 mi

Comparison: 3 similar vehicles

South Salt Lake, UT

2013 Subaru Legacy I Premium

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

2013 Subaru Legacy I Premium

Roy, UT

UnscoredInsufficient · 3
$4,295121,136 mi

Comparison: 3 similar vehicles

Roy, UT

2013 Subaru Outback Limited

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

2013 Subaru Outback Limited

Salt Lake City, UT

Unscored
$4,298154,880 mi

Comparison: 6 similar vehicles

Salt Lake City, UT

2008 Subaru Tribeca Limited

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

2008 Subaru Tribeca Limited

Logan, UT

UnscoredInsufficient · 0
$4,490187,095 mi

Logan, UT

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

Roy, UT

Unscored
$4,495166,721 mi

Comparison: 20 similar vehicles

Roy, UT

2012 Subaru Outback Premium

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

2012 Subaru Outback Premium

Midvale, UT

UnscoredInsufficient · 0
$4,500162,125 mi

Midvale, UT

2008 Subaru Outback I Limited

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

2008 Subaru Outback I Limited

Salt Lake City, UT

UnscoredInsufficient · 0
$4,500124,804 mi

Salt Lake City, UT

2013 Subaru Legacy I Limited

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

2013 Subaru Legacy I Limited

Salt Lake City, UT

UnscoredInsufficient · 4
$4,595155,694 mi

Comparison: 4 similar vehicles

Salt Lake City, UT

2011 Subaru Outback 2.5i

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

2011 Subaru Outback 2.5i

Cedar City, UT

UnscoredInsufficient · 0
$4,900198,146 mi

Cedar City, UT

2016 Subaru Impreza Sport Premium

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

2016 Subaru Impreza Sport Premium

West Valley City, UT

UnscoredInsufficient · 4
$4,950183,427 mi

Comparison: 4 similar vehicles

West Valley City, UT

2016 Subaru Legacy 2.5i Premium

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

2016 Subaru Legacy 2.5i Premium

Midvale, UT

UnscoredInsufficient · 0
$4,990202,200 mi

Midvale, UT

2015 Subaru Forester i Premium

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

2015 Subaru Forester i Premium

Orem, UT

UnscoredInsufficient · 4
$4,990205,200 mi

Comparison: 4 similar vehicles

Orem, UT

2019 Subaru Forester Base

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

2019 Subaru Forester Base

Salt Lake City, UT

UnscoredInsufficient · 4
$4,995245,551 mi

Comparison: 4 similar vehicles

Salt Lake City, UT

2017 Subaru Outback Premium

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

2017 Subaru Outback Premium

South Salt Lake, UT

Salvage title
$4,995190,500 mi

South Salt Lake, UT

2015 Subaru Outback Premium

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

2015 Subaru Outback Premium

Roy, UT

UnscoredInsufficient · 3
$4,995209,426 mi

Comparison: 3 similar vehicles

Roy, UT

2014 Subaru Outback 2.5i Premium

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

2014 Subaru Outback 2.5i Premium

Murray, UT

Unscored
$4,995188,222 mi

Comparison: 20 similar vehicles

Murray, UT

2014 Subaru Outback 2.5i Limited

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

2014 Subaru Outback 2.5i Limited

Midvale, UT

UnscoredInsufficient · 4
$4,995185,546 mi

Comparison: 4 similar vehicles

Midvale, UT

2013 Subaru Forester X Premium Package

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

2013 Subaru Forester X Premium Package

Clearfield, UT

Salvage title
$4,995156,284 mi

Clearfield, UT

2010 Subaru Outback I Premium

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

2010 Subaru Outback I Premium

South Salt Lake, UT

UnscoredInsufficient · 0
$4,995159,550 mi

South Salt Lake, UT

2015 Subaru Impreza Premium

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

2015 Subaru Impreza Premium

Lehi, UT

UnscoredInsufficient · 0
$4,999177,694 mi

Lehi, UT

2012 Subaru Forester X

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

2012 Subaru Forester X

Draper, UT

UnscoredInsufficient · 0
$4,999155,523 mi

Draper, UT

2010 Subaru Outback I Premium

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

2010 Subaru Outback I Premium

Midvale, UT

UnscoredInsufficient · 0
$5,223197,830 mi

Midvale, UT

2011 Subaru Outback I Premium

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

2011 Subaru Outback I Premium

Clearfield, UT

UnscoredInsufficient · 3
$5,251169,420 mi

Comparison: 3 similar vehicles

Clearfield, UT

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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