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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

2,478 listings found

2011 Dodge Journey Mainstreet

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

2011 Dodge Journey Mainstreet

Murray, UT

UnscoredInsufficient · 0
$1,654237,966 mi

Murray, 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

Unscored
$1,800158,423 mi

Comparison: 9 similar vehicles

Murray, UT

2005 Ford Taurus SE

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

2005 Ford Taurus SE

Murray, UT

UnscoredInsufficient · 0
$1,990162,995 mi

Murray, 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
$2,000237,949 mi

Murray, 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

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

Murray, UT

Unscored
$2,500260,282 mi

Comparison: 5 similar vehicles

Murray, UT

2006 Ford Mustang Standard

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

2006 Ford Mustang Standard

Murray, UT

UnscoredInsufficient · 0
$2,500153,284 mi

Murray, UT

2003 Chrysler PT Cruiser LIMITED

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

2003 Chrysler PT Cruiser LIMITED

Murray, UT

UnscoredInsufficient · 0
$2,549250,123 mi

Murray, UT

2004 Honda Pilot EX

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

2004 Honda Pilot EX

Murray, UT

UnscoredInsufficient · 4
$2,595224,094 mi

Comparison: 4 similar vehicles

Murray, 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

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
$2,949281,549 mi

Murray, UT

2007 Chrysler PT Cruiser Touring Edition

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

2007 Chrysler PT Cruiser Touring Edition

Murray, UT

UnscoredInsufficient · 0
$2,960156,114 mi

Murray, UT

2012 Nissan Rogue S

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

2012 Nissan Rogue S

Murray, UT

UnscoredInsufficient · 0
$2,995218,456 mi

Murray, UT

2008 Chevrolet Uplander LS

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

2008 Chevrolet Uplander LS

Murray, UT

UnscoredInsufficient · 0
$2,995240,899 mi

Murray, UT

2004 Audi Allroad quattro Base

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

2004 Audi Allroad quattro Base

Murray, UT

UnscoredInsufficient · 0
$2,995199,186 mi

Murray, UT

2016 Nissan Rogue S

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

2016 Nissan Rogue S

Murray, UT

Unscored
$3,000177,447 mi

Comparison: 7 similar vehicles

Murray, UT

2012 Mazda MAZDA3 i Sport

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

2012 Mazda MAZDA3 i Sport

Murray, UT

UnscoredInsufficient · 0
$3,000175,794 mi

Murray, 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

1998 Ford Mustang Base

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

1998 Ford Mustang Base

Murray, UT

UnscoredInsufficient · 0
$3,100155,222 mi

Murray, UT

2011 Jeep Patriot Sport

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

2011 Jeep Patriot Sport

Murray, UT

UnscoredInsufficient · 4
$3,199153,838 mi

Comparison: 4 similar vehicles

Murray, UT

2005 INFINITI QX56 Base

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

2005 INFINITI QX56 Base

Murray, UT

Salvage title
$3,398266,186 mi

Murray, UT

2007 Scion tC Spec Package

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

2007 Scion tC Spec Package

Murray, UT

UnscoredInsufficient · 0
$3,400222,522 mi

Murray, UT

2016 Hyundai Elantra GT Base

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

2016 Hyundai Elantra GT Base

Murray, UT

UnscoredInsufficient · 3
$3,498151,692 mi

Comparison: 3 similar vehicles

Murray, UT

2016 Dodge Charger SXT

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

2016 Dodge Charger SXT

Murray, UT

UnscoredInsufficient · 0
$3,499186,767 mi

Murray, UT

2013 Nissan LEAF SV

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

2013 Nissan LEAF SV

Murray, UT

UnscoredInsufficient · 4
$3,50085,143 mi

Comparison: 4 similar vehicles

Murray, UT

2009 BMW 3 Series 328i

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

2009 BMW 3 Series 328i

Murray, UT

UnscoredInsufficient · 0
$3,500163,648 mi

Murray, UT

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Murray, UT

UnscoredInsufficient · 0
$3,595263,819 mi

Murray, UT

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

Murray, UT

Unscored
$3,595202,525 mi

Comparison: 5 similar vehicles

Murray, UT

2008 Scion xB Base

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

2008 Scion xB Base

Murray, UT

UnscoredInsufficient · 0
$3,595194,950 mi

Murray, UT

2006 Dodge Ram 1500 Pickup ST

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

2006 Dodge Ram 1500 Pickup ST

Murray, UT

UnscoredInsufficient · 0
$3,595265,692 mi

Murray, UT

2013 Nissan Xterra S

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

2013 Nissan Xterra S

Murray, UT

UnscoredInsufficient · 0
$3,955229,947 mi

Murray, UT

2019 Dodge Journey SE

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

2019 Dodge Journey SE

Murray, UT

Salvage title
$3,99586,381 mi

Murray, UT

2016 Dodge Dart SXT

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

2016 Dodge Dart SXT

Murray, UT

UnscoredInsufficient · 0
$3,995150,026 mi

Murray, UT

2013 Ford Focus SE

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

2013 Ford Focus SE

Murray, UT

Unscored
$3,995129,200 mi

Comparison: 9 similar vehicles

Murray, UT

2012 Nissan Murano SL

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

2012 Nissan Murano SL

Murray, UT

UnscoredInsufficient · 0
$3,995189,509 mi

Murray, UT

2011 Jeep Grand Cherokee Laredo

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

2011 Jeep Grand Cherokee Laredo

Murray, UT

UnscoredInsufficient · 0
$3,995226,279 mi

Murray, UT

2004 GMC Envoy SLT

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

2004 GMC Envoy SLT

Murray, UT

UnscoredInsufficient · 0
$3,995188,123 mi

Murray, UT

2003 Toyota Sequoia Limited

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

2003 Toyota Sequoia Limited

Murray, UT

UnscoredInsufficient · 0
$4,295218,998 mi

Murray, UT

2005 Jeep Grand Cherokee Laredo

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

2005 Jeep Grand Cherokee Laredo

Murray, UT

UnscoredInsufficient · 0
$4,300183,000 mi

Murray, UT

2011 Dodge Nitro Heat

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

2011 Dodge Nitro Heat

Murray, UT

Great DealModerate · 20
$4,39981,502 mi

Market: $5,947 – $6,395

Comparison: 20 similar vehicles

Competitively priced ~26% below the typical range compared to similar vehicles · 47 days listed (based on current market benchmarks)

Murray, UT

2011 BMW 3 Series 328i

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

2011 BMW 3 Series 328i

Murray, UT

UnscoredInsufficient · 0
$4,498152,427 mi

Murray, UT

2007 Ford Expedition Limited

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

2007 Ford Expedition Limited

Murray, UT

UnscoredInsufficient · 0
$4,498200,957 mi

Murray, UT

2019 Chevrolet Equinox LS

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

2019 Chevrolet Equinox LS

Murray, UT

UnscoredInsufficient · 0
$4,500160,373 mi

Murray, UT

2015 Volkswagen Golf SportWagen TSI SE

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

2015 Volkswagen Golf SportWagen TSI SE

Murray, UT

UnscoredInsufficient · 0
$4,500145,712 mi

Murray, UT

2014 Jeep Grand Cherokee Limited

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

2014 Jeep Grand Cherokee Limited

Murray, UT

Unscored
$4,500204,376 mi

Comparison: 9 similar vehicles

Murray, UT

2014 Chrysler Town & Country Touring

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

2014 Chrysler Town & Country Touring

Murray, UT

UnscoredInsufficient · 4
$4,500157,890 mi

Comparison: 4 similar vehicles

Murray, UT

2014 Kia Soul Base

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

2014 Kia Soul Base

Murray, UT

Great DealLimited · 10
$4,500101,018 mi

Market: $5,577 – $5,995

Comparison: 10 similar vehicles

Competitively priced ~19% below the typical range compared to similar vehicles · 14 days listed (based on current market benchmarks)

Murray, UT

2010 Dodge Challenger SE

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

2010 Dodge Challenger SE

Murray, UT

UnscoredInsufficient · 0
$4,500Mileage not verified

Murray, UT

2015 FIAT 500 Sport

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

2015 FIAT 500 Sport

Murray, UT

UnscoredInsufficient · 0
$4,595119,406 mi

Murray, UT

2015 Kia Soul +

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

2015 Kia Soul +

Murray, UT

Unscored
$4,595189,872 mi

Comparison: 9 similar vehicles

Murray, 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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