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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

520 listings found

2005 Chevrolet Malibu LS

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

2005 Chevrolet Malibu LS

Cedar City, UT

UnscoredInsufficient · 0
$2,586219,662 mi

Cedar City, UT

1998 Mercedes-Benz E-Class E 320

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

1998 Mercedes-Benz E-Class E 320

Washington, UT

UnscoredInsufficient · 0
$2,995Mileage not verified

Washington, UT

1998 Mazda 626 DX

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

1998 Mazda 626 DX

St. George, UT

UnscoredInsufficient · 0
$2,999159,608 mi

St. George, UT

2009 Hyundai Genesis 3.8

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

2009 Hyundai Genesis 3.8

Washington, UT

UnscoredInsufficient · 0
$3,295283,275 mi

Washington, UT

2005 Honda Civic EX

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

2005 Honda Civic EX

Washington, UT

UnscoredInsufficient · 0
$3,295241,267 mi

Washington, UT

2003 Mercedes-Benz E-Class E320

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

2003 Mercedes-Benz E-Class E320

Washington, UT

UnscoredInsufficient · 0
$3,295167,595 mi

Washington, UT

2007 Ford Focus ZX4 SES

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

2007 Ford Focus ZX4 SES

St. George, UT

UnscoredInsufficient · 0
$3,299239,288 mi

St. George, UT

2003 Honda Civic EX

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

2003 Honda Civic EX

Hurricane, UT

UnscoredInsufficient · 0
$3,350171,432 mi

Hurricane, UT

2015 Volkswagen Jetta S

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

2015 Volkswagen Jetta S

St. George, UT

UnscoredInsufficient · 0
$3,485183,470 mi

St. George, UT

2005 Hyundai Sonata Base

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

2005 Hyundai Sonata Base

Washington, UT

UnscoredInsufficient · 0
$3,495153,118 mi

Washington, UT

2004 Volkswagen Passat GL

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

2004 Volkswagen Passat GL

Washington, UT

UnscoredInsufficient · 0
$3,495174,091 mi

Washington, UT

2016 Ford Focus SE

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

2016 Ford Focus SE

St. George, UT

UnscoredInsufficient · 0
$3,499111,073 mi

St. George, UT

2010 Toyota Corolla Base

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

2010 Toyota Corolla Base

Washington, UT

UnscoredInsufficient · 0
$3,995204,445 mi

Washington, UT

2009 Mercedes-Benz C-Class C300 Sport

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

2009 Mercedes-Benz C-Class C300 Sport

Washington, UT

Salvage title
$3,995238,008 mi

Washington, UT

2004 Volkswagen Jetta GL

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

2004 Volkswagen Jetta GL

Hurricane, UT

UnscoredInsufficient · 0
$3,999118,000 mi

Hurricane, UT

2010 Hyundai Elantra GLS

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

2010 Hyundai Elantra GLS

Cedar City, UT

UnscoredInsufficient · 3
$4,200109,116 mi

Comparison: 3 similar vehicles

Cedar City, UT

2007 Hyundai Elantra SE

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

2007 Hyundai Elantra SE

St. George, UT

UnscoredInsufficient · 0
$4,362190,000 mi

St. George, UT

2010 Volkswagen Jetta SEL

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

2010 Volkswagen Jetta SEL

St. George, UT

UnscoredInsufficient · 0
$4,456102,768 mi

St. George, UT

2014 Chevrolet Cruze ECO

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

2014 Chevrolet Cruze ECO

Washington, UT

UnscoredInsufficient · 0
$4,495210,930 mi

Washington, UT

2006 Mazda MAZDA6 i

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

2006 Mazda MAZDA6 i

Washington, UT

UnscoredInsufficient · 0
$4,495157,123 mi

Washington, UT

2015 Kia Forte LX

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

2015 Kia Forte LX

Hurricane, UT

UnscoredInsufficient · 0
$4,742190,711 mi

Hurricane, UT

2008 Toyota Avalon XLS

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

2008 Toyota Avalon XLS

Cedar City, UT

UnscoredInsufficient · 0
$4,800183,382 mi

Cedar City, UT

2013 Chevrolet Sonic LTZ

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

2013 Chevrolet Sonic LTZ

Washington, UT

UnscoredInsufficient · 0
$4,995161,615 mi

Washington, UT

2009 Pontiac G6

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

2009 Pontiac G6

Washington, UT

UnscoredInsufficient · 0
$4,995157,237 mi

Washington, UT

2013 Kia Rio LX

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

2013 Kia Rio LX

St. George, UT

UnscoredInsufficient · 0
$5,215160,532 mi

St. George, UT

2013 Nissan Altima Sedan SL

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

2013 Nissan Altima Sedan SL

St. George, UT

UnscoredInsufficient · 0
$5,291160,653 mi

St. George, UT

2016 Chevrolet Cruze Limited 1LT

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

2016 Chevrolet Cruze Limited 1LT

Cedar City, UT

UnscoredInsufficient · 3
$5,400141,196 mi

Comparison: 3 similar vehicles

Cedar City, UT

2012 Ford Fiesta SE

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

2012 Ford Fiesta SE

St. George, UT

UnscoredInsufficient · 0
$5,421122,806 mi

St. George, UT

2006 Mazda MAZDA6 Grand Touring

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

2006 Mazda MAZDA6 Grand Touring

Washington, UT

UnscoredInsufficient · 0
$5,495135,643 mi

Washington, UT

2014 Nissan Versa Sedan SV

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

2014 Nissan Versa Sedan SV

St. George, UT

UnscoredInsufficient · 0
$5,900101,152 mi

St. George, UT

2013 Chevrolet Sonic LT

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

2013 Chevrolet Sonic LT

St. George, UT

UnscoredInsufficient · 0
$5,99599,000 mi

St. George, UT

2012 Ford Focus SE

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

2012 Ford Focus SE

St. George, UT

UnscoredInsufficient · 3
$5,995128,155 mi

Comparison: 3 similar vehicles

St. George, UT

2011 Audi A4 Premium

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

2011 Audi A4 Premium

St. George, UT

UnscoredInsufficient · 0
$5,995130,700 mi

St. George, UT

2009 Toyota Camry Base

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

2009 Toyota Camry Base

Washington, UT

UnscoredInsufficient · 0
$5,995166,321 mi

Washington, UT

2008 Chevrolet Malibu LS

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

2008 Chevrolet Malibu LS

Washington, UT

UnscoredInsufficient · 0
$5,995144,815 mi

Washington, UT

2012 Honda Civic LX

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

2012 Honda Civic LX

Cedar City, UT

UnscoredInsufficient · 3
$6,200180,256 mi

Comparison: 3 similar vehicles

Cedar City, UT

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

St. George, UT

UnscoredLimited · 10
$6,328133,858 mi

Comparison: 10 similar vehicles

St. George, UT

2016 Nissan Versa Sedan SV

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

2016 Nissan Versa Sedan SV

Hurricane, UT

UnscoredInsufficient · 0
$6,330128,367 mi

Hurricane, UT

2013 Kia Optima LX

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

2013 Kia Optima LX

Washington, UT

UnscoredInsufficient · 0
$6,495182,364 mi

Washington, UT

2006 Toyota Corolla S

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

2006 Toyota Corolla S

Washington, UT

UnscoredInsufficient · 0
$6,495256,679 mi

Washington, UT

2014 Volkswagen Passat SEL Premium

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

2014 Volkswagen Passat SEL Premium

Washington, UT

UnscoredInsufficient · 0
$6,795177,595 mi

Washington, UT

2013 Volkswagen Jetta SE

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

2013 Volkswagen Jetta SE

St. George, UT

UnscoredInsufficient · 0
$6,821139,368 mi

St. George, UT

2008 Mercedes-Benz C-Class C350 Sport

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

2008 Mercedes-Benz C-Class C350 Sport

St. George, UT

UnscoredInsufficient · 0
$6,850116,610 mi

St. George, UT

2012 Chevrolet Cruze 2LT

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

2012 Chevrolet Cruze 2LT

St. George, UT

UnscoredInsufficient · 0
$6,952119,020 mi

St. George, UT

2016 Hyundai Elantra SE

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

2016 Hyundai Elantra SE

Hurricane, UT

UnscoredLimited · 11
$6,995130,602 mi

Comparison: 11 similar vehicles

Hurricane, UT

2014 Volkswagen Passat S

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

2014 Volkswagen Passat S

St. George, UT

UnscoredInsufficient · 3
$6,995153,299 mi

Comparison: 3 similar vehicles

St. George, UT

2012 Buick LaCrosse Base

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

2012 Buick LaCrosse Base

Cedar City, UT

UnscoredInsufficient · 0
$6,99984,499 mi

Cedar City, UT

2012 Chevrolet Malibu 1LT

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

2012 Chevrolet Malibu 1LT

Cedar City, UT

UnscoredInsufficient · 0
$7,199154,660 mi

Cedar City, UT

2017 Kia Optima LX

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

2017 Kia Optima LX

St. George, UT

UnscoredInsufficient · 0
$7,290167,505 mi

St. George, UT

2008 Toyota Camry Hybrid

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

2008 Toyota Camry Hybrid

Hurricane, UT

UnscoredInsufficient · 0
$7,350162,374 mi

Hurricane, 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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