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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 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 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

6,323 listings found

2002 Honda Accord EX

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

2002 Honda Accord EX

Roy, UT

UnscoredInsufficient · 3
$1,499303,171 mi

Comparison: 3 similar vehicles

Roy, UT

2010 Chevrolet Cobalt LT

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

2010 Chevrolet Cobalt LT

Murray, UT

UnscoredInsufficient · 0
$1,800158,423 mi

Murray, UT

2011 Hyundai Sonata Limited

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

2011 Hyundai Sonata Limited

Midvale, UT

UnscoredInsufficient · 0
$1,895178,096 mi

Midvale, UT

2002 Honda Accord VP

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

2002 Honda Accord VP

Provo, UT

UnscoredInsufficient · 0
$1,900211,660 mi

Provo, UT

2013 Ford Focus SE

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

2013 Ford Focus SE

West Valley City, UT

UnscoredLimited · 16
$1,950208,289 mi

Comparison: 16 similar vehicles

West Valley City, UT

2011 Hyundai Elantra Limited

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

2011 Hyundai Elantra Limited

West Valley City, UT

UnscoredInsufficient · 0
$1,950205,343 mi

West Valley City, UT

2007 Mazda MAZDA3 i

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

2007 Mazda MAZDA3 i

Orem, UT

UnscoredInsufficient · 0
$1,990213,505 mi

Orem, UT

2010 Nissan Altima S

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

2010 Nissan Altima S

Bountiful, UT

UnscoredInsufficient · 3
$1,991217,036 mi

Comparison: 3 similar vehicles

Bountiful, UT

2005 Volkswagen New Jetta 2.5

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

2005 Volkswagen New Jetta 2.5

Roy, UT

UnscoredInsufficient · 0
$1,995200,273 mi

Roy, UT

2004 Toyota Corolla S

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

2004 Toyota Corolla S

Roy, UT

UnscoredInsufficient · 0
$1,995299,999 mi

Roy, UT

2013 Nissan Altima Sedan SV

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

2013 Nissan Altima Sedan SV

South Salt Lake, UT

UnscoredInsufficient · 4
$1,999Mileage not verified

Comparison: 4 similar vehicles

South Salt Lake, UT

2008 Nissan Altima SE

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

2008 Nissan Altima SE

Midvale, UT

UnscoredInsufficient · 0
$2,195238,118 mi

Midvale, UT

2003 Ford Focus SE

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

2003 Ford Focus SE

Provo, UT

UnscoredInsufficient · 0
$2,199213,766 mi

Provo, UT

2007 Ford Focus ZX4 S

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

2007 Ford Focus ZX4 S

Salt Lake City, UT

UnscoredInsufficient · 0
$2,249161,808 mi

Salt Lake City, UT

1999 Toyota Camry LE

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

1999 Toyota Camry LE

Orem, UT

UnscoredInsufficient · 0
$2,490184,960 mi

Orem, UT

2011 Lincoln MKS Base

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

2011 Lincoln MKS Base

Midvale, UT

UnscoredInsufficient · 0
$2,495314,911 mi

Midvale, UT

2008 Saturn Aura XE

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

2008 Saturn Aura XE

Roy, UT

UnscoredInsufficient · 0
$2,495257,731 mi

Roy, UT

2007 Ford Focus ZX4 SE

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

2007 Ford Focus ZX4 SE

Midvale, UT

UnscoredInsufficient · 0
$2,495247,245 mi

Midvale, UT

2014 Chevrolet Cruze 2LT

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

2014 Chevrolet Cruze 2LT

Murray, UT

UnscoredInsufficient · 3
$2,500Mileage not verified

Comparison: 3 similar vehicles

Murray, UT

No Photo

2011 Hyundai Elantra GLS

Orem, UT

UnscoredInsufficient · 0
$2,500174,495 mi

Orem, UT

2005 Volkswagen Passat GLS

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

2005 Volkswagen Passat GLS

Centerville, UT

UnscoredInsufficient · 0
$2,500252,000 mi

Centerville, UT

2000 INFINITI I30 LUXURY

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

2000 INFINITI I30 LUXURY

West Valley City, UT

UnscoredInsufficient · 0
$2,500245,030 mi

West Valley City, UT

2012 Volkswagen Passat S

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

2012 Volkswagen Passat S

American Fork, UT

UnscoredInsufficient · 0
$2,548238,065 mi

American Fork, UT

2005 Lexus ES 330

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

2005 Lexus ES 330

Sandy, UT

UnscoredInsufficient · 0
$2,549270,918 mi

Sandy, UT

2009 Ford Focus SE

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

2009 Ford Focus SE

Salt Lake City, UT

UnscoredInsufficient · 0
$2,595185,357 mi

Salt Lake City, UT

2010 Dodge Charger Police

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

2010 Dodge Charger Police

South Salt Lake, UT

UnscoredInsufficient · 0
$2,600123,379 mi

South Salt Lake, UT

2003 Jaguar X-Type Base

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

2003 Jaguar X-Type Base

South Ogden, UT

UnscoredInsufficient · 0
$2,648192,967 mi

South Ogden, UT

2000 Buick LeSabre CUSTOM

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

2000 Buick LeSabre CUSTOM

Ogden, UT

UnscoredInsufficient · 0
$2,648178,575 mi

Ogden, UT

2001 Honda Civic EX

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

2001 Honda Civic EX

Murray, UT

UnscoredInsufficient · 0
$2,649281,549 mi

Murray, UT

2014 Kia Rio LX

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

2014 Kia Rio LX

Orem, UT

UnscoredInsufficient · 0
$2,695168,733 mi

Orem, UT

2000 Lexus ES 300

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

2000 Lexus ES 300

Roy, UT

UnscoredInsufficient · 0
$2,695201,550 mi

Roy, UT

2008 Pontiac Grand Prix GP

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

2008 Pontiac Grand Prix GP

Provo, UT

UnscoredInsufficient · 0
$2,725214,224 mi

Provo, UT

2013 Mercedes-Benz C-Class C250 Sport

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

2013 Mercedes-Benz C-Class C250 Sport

Murray, UT

UnscoredInsufficient · 0
$2,727237,949 mi

Murray, UT

2010 Chevrolet Aveo 2LT

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

2010 Chevrolet Aveo 2LT

Midvale, UT

Salvage title
$2,790162,476 mi

Midvale, UT

2011 Kia Forte EX

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

2011 Kia Forte EX

South Salt Lake, UT

UnscoredInsufficient · 0
$2,795210,185 mi

South Salt Lake, UT

2013 Mercedes-Benz C-Class C250 Sport

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

2013 Mercedes-Benz C-Class C250 Sport

Murray, UT

UnscoredInsufficient · 0
$2,800122,008 mi

Murray, UT

2004 Toyota Camry SE V6

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

2004 Toyota Camry SE V6

Ogden, UT

UnscoredInsufficient · 0
$2,881204,618 mi

Ogden, UT

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Orem, UT

UnscoredInsufficient · 4
$2,895274,044 mi

Comparison: 4 similar vehicles

Orem, UT

2015 Nissan Sentra SV

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

2015 Nissan Sentra SV

West Valley City, UT

UnscoredLimited · 7
$2,900179,400 mi

Comparison: 7 similar vehicles

West Valley City, UT

2006 Nissan Altima S

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

2006 Nissan Altima S

Salt Lake City, UT

UnscoredInsufficient · 0
$2,900285,405 mi

Salt Lake City, UT

2004 Chevrolet Aveo LS

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

2004 Chevrolet Aveo LS

West Valley City, UT

UnscoredInsufficient · 0
$2,900169,955 mi

West Valley City, UT

2013 Nissan Altima Sedan S

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

2013 Nissan Altima Sedan S

Riverdale, UT

UnscoredInsufficient · 4
$2,925205,551 mi

Comparison: 4 similar vehicles

Riverdale, UT

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

Murray, UT

UnscoredInsufficient · 3
$2,927191,194 mi

Comparison: 3 similar vehicles

Murray, UT

2009 Toyota Corolla LE

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

2009 Toyota Corolla LE

West Valley City, UT

UnscoredInsufficient · 0
$2,950245,815 mi

West Valley City, UT

2006 Mercedes-Benz E-Class E350

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

2006 Mercedes-Benz E-Class E350

West Valley City, UT

UnscoredInsufficient · 0
$2,950140,873 mi

West Valley City, UT

2005 Ford Five Hundred SE

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

2005 Ford Five Hundred SE

West Valley City, UT

UnscoredInsufficient · 0
$2,95090,083 mi

West Valley City, UT

2014 Ford Fusion S

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

2014 Ford Fusion S

Midvale, UT

UnscoredInsufficient · 0
$2,988180,555 mi

Midvale, UT

2009 Honda Civic LX

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

2009 Honda Civic LX

Provo, UT

UnscoredInsufficient · 0
$2,990298,000 mi

Provo, UT

2007 Toyota Camry XLE

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

2007 Toyota Camry XLE

Centerville, UT

UnscoredInsufficient · 0
$2,990241,851 mi

Centerville, UT

2007 Toyota Camry Hybrid

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

2007 Toyota Camry Hybrid

Centerville, UT

UnscoredInsufficient · 0
$2,990176,132 mi

Centerville, 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. 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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