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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 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

2,422 listings found

2008 Jeep Grand Cherokee Laredo

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

2008 Jeep Grand Cherokee Laredo

Greeley, CO

Unscored
$1,467246,938 mi

Comparison: 8 similar vehicles

Greeley, CO

2005 Jeep Liberty Sport

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

2005 Jeep Liberty Sport

Greeley, CO

UnscoredInsufficient · 0
$3,500226,431 mi

Greeley, CO

2003 BMW X5 Base

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

2003 BMW X5 Base

Greeley, CO

UnscoredInsufficient · 0
$3,995Mileage not verified

Greeley, CO

2006 Honda CR-V LX

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

2006 Honda CR-V LX

Greeley, CO

UnscoredInsufficient · 0
$4,500186,503 mi

Greeley, CO

2008 Buick Enclave CXL

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

2008 Buick Enclave CXL

Greeley, CO

UnscoredInsufficient · 3
$4,900184,500 mi

Comparison: 3 similar vehicles

Greeley, CO

2018 Volkswagen Passat R-Line

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

2018 Volkswagen Passat R-Line

Greeley, CO

UnscoredInsufficient · 3
$4,967131,645 mi

Comparison: 3 similar vehicles

Greeley, CO

2011 Ford F-150 XLT

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

2011 Ford F-150 XLT

Greeley, CO

UnscoredInsufficient · 4
$4,967196,183 mi

Comparison: 4 similar vehicles

Greeley, CO

2007 Chevrolet Silverado 1500 1LT

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

2007 Chevrolet Silverado 1500 1LT

Greeley, CO

UnscoredInsufficient · 4
$5,000137,003 mi

Comparison: 4 similar vehicles

Greeley, CO

2008 Chrysler 300 Touring

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

2008 Chrysler 300 Touring

Greeley, CO

UnscoredInsufficient · 0
$5,199179,612 mi

Greeley, CO

2011 Scion tC Base

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

2011 Scion tC Base

Greeley, CO

UnscoredInsufficient · 0
$5,242132,366 mi

Greeley, CO

2010 Lincoln MKS EcoBoost

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

2010 Lincoln MKS EcoBoost

Greeley, CO

UnscoredInsufficient · 0
$5,495140,395 mi

Greeley, CO

2016 Jeep Cherokee Latitude

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

2016 Jeep Cherokee Latitude

Greeley, CO

Unscored
$5,500157,445 mi

Comparison: 14 similar vehicles

Greeley, CO

2009 Toyota Camry XLE

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

2009 Toyota Camry XLE

Greeley, CO

UnscoredInsufficient · 0
$5,500182,023 mi

Greeley, CO

2002 Honda CR-V EX

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

2002 Honda CR-V EX

Greeley, CO

UnscoredInsufficient · 0
$5,500149,076 mi

Greeley, CO

2009 Chevrolet Impala LT

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

2009 Chevrolet Impala LT

Greeley, CO

UnscoredInsufficient · 0
$5,900155,744 mi

Greeley, CO

2013 Chevrolet Tahoe LTZ

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

2013 Chevrolet Tahoe LTZ

Greeley, CO

UnscoredInsufficient · 3
$5,967182,449 mi

Comparison: 3 similar vehicles

Greeley, CO

2013 Honda Accord Sport

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

2013 Honda Accord Sport

Greeley, CO

UnscoredInsufficient · 0
$5,967162,370 mi

Greeley, CO

2001 Toyota Camry Solara Base

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

2001 Toyota Camry Solara Base

Greeley, CO

UnscoredInsufficient · 0
$5,995108,248 mi

Greeley, CO

2016 Ford Fusion Energi SE Luxury

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

2016 Ford Fusion Energi SE Luxury

Greeley, CO

UnscoredInsufficient · 0
$6,200191,121 mi

Greeley, CO

2009 Nissan Rogue S

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

2009 Nissan Rogue S

Greeley, CO

UnscoredInsufficient · 0
$6,495125,186 mi

Greeley, CO

2005 Nissan Altima S

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

2005 Nissan Altima S

Greeley, CO

UnscoredInsufficient · 0
$6,49586,535 mi

Greeley, CO

2003 Pontiac Grand Am GT1

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

2003 Pontiac Grand Am GT1

Greeley, CO

UnscoredInsufficient · 0
$6,500103,070 mi

Greeley, CO

2012 Hyundai Accent GS

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

2012 Hyundai Accent GS

Greeley, CO

UnscoredInsufficient · 0
$6,713106,808 mi

Greeley, CO

2008 Kia Sedona LX

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

2008 Kia Sedona LX

Greeley, CO

UnscoredInsufficient · 0
$6,895198,845 mi

Greeley, CO

2013 Mazda CX-5 Grand Touring

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

2013 Mazda CX-5 Grand Touring

Greeley, CO

UnscoredInsufficient · 3
$6,900175,035 mi

Comparison: 3 similar vehicles

Greeley, CO

2013 Nissan JUKE NISMO

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

2013 Nissan JUKE NISMO

Greeley, CO

UnscoredInsufficient · 0
$6,900140,883 mi

Greeley, CO

2018 Land Rover Discovery SE

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

2018 Land Rover Discovery SE

Greeley, CO

UnscoredInsufficient · 3
$6,96795,289 mi

Comparison: 3 similar vehicles

Greeley, CO

2007 Dodge Caliber R/T

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

2007 Dodge Caliber R/T

Greeley, CO

UnscoredInsufficient · 0
$6,98054,621 mi

Greeley, CO

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

Greeley, CO

UnscoredInsufficient · 3
$7,195166,341 mi

Comparison: 3 similar vehicles

Greeley, CO

2005 Dodge Dakota ST

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

2005 Dodge Dakota ST

Greeley, CO

UnscoredInsufficient · 0
$7,199113,038 mi

Greeley, CO

2008 Pontiac Vibe Base

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

2008 Pontiac Vibe Base

Greeley, CO

UnscoredInsufficient · 0
$7,200134,328 mi

Greeley, CO

2014 Chevrolet Volt Base

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

2014 Chevrolet Volt Base

Greeley, CO

UnscoredInsufficient · 4
$7,400120,464 mi

Comparison: 4 similar vehicles

Greeley, CO

2012 Chevrolet Volt Base

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

2012 Chevrolet Volt Base

Greeley, CO

UnscoredInsufficient · 0
$7,40091,909 mi

Greeley, CO

2016 Dodge Journey R/T

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

2016 Dodge Journey R/T

Greeley, CO

UnscoredInsufficient · 0
$7,500120,237 mi

Greeley, CO

2015 Chevrolet Sonic LTZ

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

2015 Chevrolet Sonic LTZ

Greeley, CO

UnscoredInsufficient · 0
$7,795183,421 mi

Greeley, CO

2000 Chevrolet Silverado LS

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

2000 Chevrolet Silverado LS

Greeley, CO

UnscoredInsufficient · 0
$7,867236,728 mi

Greeley, CO

2020 Chevrolet Sonic LT

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

2020 Chevrolet Sonic LT

Greeley, CO

UnscoredInsufficient · 0
$7,900112,705 mi

Greeley, CO

2019 Kia Optima LX

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

2019 Kia Optima LX

Greeley, CO

UnscoredInsufficient · 3
$7,900151,499 mi

Comparison: 3 similar vehicles

Greeley, CO

2007 Volkswagen New Beetle 2.5

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

2007 Volkswagen New Beetle 2.5

Greeley, CO

UnscoredInsufficient · 0
$7,900110,022 mi

Greeley, CO

2018 Nissan Altima SV

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

2018 Nissan Altima SV

Greeley, CO

Unscored
$7,984170,332 mi

Comparison: 5 similar vehicles

Greeley, CO

2010 Toyota Corolla LE

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

2010 Toyota Corolla LE

Greeley, CO

Unscored
$7,984166,480 mi

Comparison: 9 similar vehicles

Greeley, CO

2015 Nissan Versa Note SV

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

2015 Nissan Versa Note SV

Greeley, CO

Unscored
$7,995147,362 mi

Comparison: 8 similar vehicles

Greeley, CO

2014 Ford Explorer Base

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

2014 Ford Explorer Base

Greeley, CO

UnscoredInsufficient · 3
$7,995176,468 mi

Comparison: 3 similar vehicles

Greeley, CO

2014 Kia Forte Koup EX

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

2014 Kia Forte Koup EX

Greeley, CO

UnscoredInsufficient · 0
$7,99589,370 mi

Greeley, CO

2010 Ford Fusion S

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

2010 Ford Fusion S

Greeley, CO

UnscoredInsufficient · 0
$7,99577,149 mi

Greeley, CO

2007 GMC Yukon XL

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

2007 GMC Yukon XL

Greeley, CO

UnscoredInsufficient · 0
$7,995153,114 mi

Greeley, CO

2001 Dodge Ram Pickup ST

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

2001 Dodge Ram Pickup ST

Greeley, CO

Unscored
$7,995152,240 mi

Comparison: 7 similar vehicles

Greeley, CO

2016 Ford Flex SEL

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

2016 Ford Flex SEL

Greeley, CO

UnscoredInsufficient · 3
$8,199143,977 mi

Comparison: 3 similar vehicles

Greeley, CO

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Greeley, CO

UnscoredInsufficient · 0
$8,199117,143 mi

Greeley, CO

2018 Nissan Rogue Sport S

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

2018 Nissan Rogue Sport S

Greeley, CO

Unscored
$8,250139,525 mi

Comparison: 5 similar vehicles

Greeley, CO

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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