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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 21, 2026

6M+

Unique vehicles analyzed

as of October 20, 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

807 listings found

2008 Nissan Rogue S

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

2008 Nissan Rogue S

Sterling, CO

UnscoredInsufficient · 0
$2,250122,774 mi

Sterling, CO

2007 Ford Edge SEL

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

2007 Ford Edge SEL

Sterling, CO

UnscoredInsufficient · 0
$2,596210,484 mi

Sterling, CO

2007 Kia Sorento EX

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

2007 Kia Sorento EX

Sterling, CO

UnscoredInsufficient · 0
$3,183161,804 mi

Sterling, 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

2009 Toyota RAV4 Base

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

2009 Toyota RAV4 Base

Sterling, CO

UnscoredInsufficient · 4
$3,998251,537 mi

Comparison: 4 similar vehicles

Sterling, 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

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Sterling, CO

UnscoredLimited · 9
$4,949189,605 mi

Comparison: 9 similar vehicles

Sterling, CO

2003 Cadillac Escalade Base

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

2003 Cadillac Escalade Base

Bennett, CO

UnscoredInsufficient · 0
$5,000229,748 mi

Bennett, 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

UnscoredModerate · 20
$5,500157,445 mi

Comparison: 20 similar vehicles

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

2012 Nissan Murano SL

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

2012 Nissan Murano SL

Bennett, CO

UnscoredInsufficient · 4
$5,850244,435 mi

Comparison: 4 similar vehicles

Bennett, CO

2004 Honda Pilot EX

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

2004 Honda Pilot EX

Lasalle, CO

UnscoredInsufficient · 4
$5,900143,224 mi

Comparison: 4 similar vehicles

Lasalle, CO

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Fort Morgan, CO

UnscoredLimited · 7
$6,591154,453 mi

Comparison: 7 similar vehicles

Fort Morgan, CO

2015 Nissan Murano SL

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

2015 Nissan Murano SL

Fort Morgan, CO

UnscoredLimited · 17
$6,991190,012 mi

Comparison: 17 similar vehicles

Fort Morgan, CO

2015 Jeep Patriot Latitude

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

2015 Jeep Patriot Latitude

Sterling, CO

UnscoredLimited · 6
$6,995107,529 mi

Comparison: 6 similar vehicles

Sterling, CO

2008 Toyota 4Runner SR5

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

2008 Toyota 4Runner SR5

Lasalle, CO

UnscoredInsufficient · 3
$6,995297,347 mi

Comparison: 3 similar vehicles

Lasalle, CO

2012 Toyota RAV4 Sport

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

2012 Toyota RAV4 Sport

Sterling, CO

Salvage title
$6,997135,621 mi

Sterling, CO

2000 Jeep Grand Cherokee LAREDO

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

2000 Jeep Grand Cherokee LAREDO

Sterling, CO

UnscoredInsufficient · 0
$6,997120,696 mi

Sterling, CO

2015 Chevrolet Trax LS

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

2015 Chevrolet Trax LS

Greeley, CO

UnscoredLimited · 5
$7,199100,090 mi

Comparison: 5 similar vehicles

Greeley, CO

2015 Jeep Compass Sport

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

2015 Jeep Compass Sport

Sterling, CO

UnscoredInsufficient · 3
$7,225129,303 mi

Comparison: 3 similar vehicles

Sterling, 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
$7,46795,289 mi

Comparison: 3 similar vehicles

Greeley, CO

2014 Ford Edge Limited

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

2014 Ford Edge Limited

Sterling, CO

UnscoredLimited · 7
$7,495128,666 mi

Comparison: 7 similar vehicles

Sterling, CO

2017 Jeep Cherokee Latitude

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

2017 Jeep Cherokee Latitude

Sterling, CO

UnscoredLimited · 19
$7,500153,789 mi

Comparison: 19 similar vehicles

Sterling, CO

2017 Ford Escape SE

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

2017 Ford Escape SE

Sterling, CO

UnscoredRobust · 73
$7,500155,913 mi

Comparison: 73 similar vehicles

Sterling, 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

2007 Jeep Wrangler Unlimited Sahara

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

2007 Jeep Wrangler Unlimited Sahara

Sterling, CO

UnscoredInsufficient · 3
$7,995178,000 mi

Comparison: 3 similar vehicles

Sterling, CO

2002 Buick Rendezvous AWD CX

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

2002 Buick Rendezvous AWD CX

Akron, CO

UnscoredInsufficient · 0
$7,995103,842 mi

Akron, CO

2010 Nissan Armada Platinum

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

2010 Nissan Armada Platinum

Bennett, CO

UnscoredInsufficient · 3
$7,999247,511 mi

Comparison: 3 similar vehicles

Bennett, CO

2015 Buick Encore Base

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

2015 Buick Encore Base

Sterling, CO

UnscoredInsufficient · 3
$8,137109,968 mi

Comparison: 3 similar vehicles

Sterling, 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

2017 Buick Enclave Leather

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

2017 Buick Enclave Leather

Fort Morgan, CO

UnscoredInsufficient · 4
$8,495123,546 mi

Comparison: 4 similar vehicles

Fort Morgan, CO

2009 Subaru Forester 2.5X

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

2009 Subaru Forester 2.5X

Sterling, CO

UnscoredInsufficient · 3
$8,495144,401 mi

Comparison: 3 similar vehicles

Sterling, CO

2014 Nissan Pathfinder SL

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

2014 Nissan Pathfinder SL

Bennett, CO

UnscoredInsufficient · 3
$8,550100,115 mi

Comparison: 3 similar vehicles

Bennett, CO

2013 GMC Terrain SLT-2

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

2013 GMC Terrain SLT-2

Sterling, CO

UnscoredInsufficient · 0
$8,579134,272 mi

Sterling, CO

2019 Dodge Journey GT

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

2019 Dodge Journey GT

Sterling, CO

UnscoredInsufficient · 0
$8,74968,149 mi

Sterling, CO

2013 Nissan JUKE SL

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

2013 Nissan JUKE SL

Sterling, CO

UnscoredInsufficient · 0
$8,79597,118 mi

Sterling, CO

2019 Chevrolet Trax LT

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

2019 Chevrolet Trax LT

Akron, CO

Fair PriceModerate · 26
$8,99576,782 mi

Market: $7,900 – $14,295

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Akron, CO

2000 Jeep Wrangler SAHARA

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

2000 Jeep Wrangler SAHARA

Sterling, CO

UnscoredInsufficient · 0
$8,995221,782 mi

Sterling, CO

2017 Ford Explorer Base

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

2017 Ford Explorer Base

Sterling, CO

UnscoredLimited · 5
$8,997124,418 mi

Comparison: 5 similar vehicles

Sterling, CO

2008 Nissan Xterra X

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

2008 Nissan Xterra X

Bennett, CO

UnscoredInsufficient · 3
$8,999145,601 mi

Comparison: 3 similar vehicles

Bennett, CO

2007 Jeep Wrangler Unlimited X

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

2007 Jeep Wrangler Unlimited X

Greeley, CO

UnscoredInsufficient · 0
$9,000157,297 mi

Greeley, CO

2016 Mazda CX-5 Sport

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

2016 Mazda CX-5 Sport

Sterling, CO

UnscoredLimited · 9
$9,337176,948 mi

Comparison: 9 similar vehicles

Sterling, CO

2010 Mercedes-Benz GLK-Class GLK350

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

2010 Mercedes-Benz GLK-Class GLK350

Greeley, CO

UnscoredInsufficient · 4
$9,484107,038 mi

Comparison: 4 similar vehicles

Greeley, CO

2007 Toyota Highlander Base

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

2007 Toyota Highlander Base

Sterling, CO

UnscoredInsufficient · 0
$9,495100,009 mi

Sterling, CO

2014 Chevrolet Traverse 1LT

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

2014 Chevrolet Traverse 1LT

Akron, CO

UnscoredInsufficient · 3
$9,749121,506 mi

Comparison: 3 similar vehicles

Akron, CO

2015 Jeep Cherokee Latitude

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

2015 Jeep Cherokee Latitude

Sterling, CO

UnscoredModerate · 25
$9,750138,109 mi

Comparison: 25 similar vehicles

Sterling, CO

2006 Lexus GX 470

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

2006 Lexus GX 470

Bennett, CO

UnscoredInsufficient · 0
$9,795270,405 mi

Bennett, CO

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Greeley, CO

UnscoredLimited · 7
$9,984152,309 mi

Comparison: 7 similar vehicles

Greeley, CO

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Sterling, CO

UnscoredRobust · 50
$9,995153,385 mi

Comparison: 50 similar vehicles

Sterling, 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. 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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