Skip to main content
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

15,496 listings found

2002 BMW X5 Base

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

2002 BMW X5 Base

Fort Collins, CO

UnscoredInsufficient · 0
$2,450Mileage not verified

Fort Collins, CO

2002 Ford Explorer XLT

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

2002 Ford Explorer XLT

Loveland, CO

UnscoredInsufficient · 0
$2,499200,000 mi

Loveland, CO

2002 Subaru Forester S

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

2002 Subaru Forester S

Longmont, CO

UnscoredInsufficient · 0
$2,605166,062 mi

Longmont, CO

2011 Ford Edge SEL

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

2011 Ford Edge SEL

Denver, CO

UnscoredInsufficient · 0
$2,898220,047 mi

Denver, CO

2009 Subaru Forester X Premium Package

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

2009 Subaru Forester X Premium Package

Denver, CO

UnscoredInsufficient · 0
$2,900267,998 mi

Denver, CO

2005 Ford Freestyle SEL

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

2005 Ford Freestyle SEL

Loveland, CO

UnscoredInsufficient · 0
$2,995170,292 mi

Loveland, CO

2005 Ford Freestyle SEL

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

2005 Ford Freestyle SEL

Fort Collins, CO

UnscoredInsufficient · 0
$3,000166,602 mi

Fort Collins, CO

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Westminster, CO

UnscoredLimited · 7
$3,400Mileage not verified

Comparison: 7 similar vehicles

Westminster, CO

2015 Dodge Journey SE

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

2015 Dodge Journey SE

Loveland, CO

UnscoredLimited · 6
$3,499220,157 mi

Comparison: 6 similar vehicles

Loveland, CO

2007 GMC Envoy SLT

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

2007 GMC Envoy SLT

Westminster, CO

UnscoredInsufficient · 0
$3,500Mileage not verified

Westminster, 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

2006 Ford Escape XLT

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

2006 Ford Escape XLT

Longmont, CO

UnscoredInsufficient · 0
$3,700199,554 mi

Longmont, CO

2007 Jeep Liberty Sport

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

2007 Jeep Liberty Sport

Westminster, CO

UnscoredInsufficient · 3
$3,900195,000 mi

Comparison: 3 similar vehicles

Westminster, CO

2005 Toyota Highlander Base

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

2005 Toyota Highlander Base

Fort Collins, CO

UnscoredInsufficient · 0
$3,950266,364 mi

Fort Collins, CO

2009 Subaru Tribeca Special Edition

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

2009 Subaru Tribeca Special Edition

Longmont, CO

UnscoredInsufficient · 0
$3,995261,222 mi

Longmont, 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

2010 Lincoln Navigator Base

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

2010 Lincoln Navigator Base

Longmont, CO

UnscoredInsufficient · 0
$3,999221,828 mi

Longmont, CO

2009 Jeep Grand Cherokee Laredo

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

2009 Jeep Grand Cherokee Laredo

Loveland, CO

UnscoredInsufficient · 0
$3,999190,406 mi

Loveland, CO

2004 Nissan Armada LE

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

2004 Nissan Armada LE

Longmont, CO

UnscoredInsufficient · 0
$3,999234,375 mi

Longmont, CO

2003 Honda Element EX

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

2003 Honda Element EX

Loveland, CO

UnscoredInsufficient · 0
$3,999216,700 mi

Loveland, CO

2000 Lexus RX 300

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

2000 Lexus RX 300

Loveland, CO

UnscoredInsufficient · 4
$3,999195,900 mi

Comparison: 4 similar vehicles

Loveland, CO

2004 Chevrolet Suburban LS

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

2004 Chevrolet Suburban LS

Fort Collins, CO

UnscoredInsufficient · 4
$4,198180,000 mi

Comparison: 4 similar vehicles

Fort Collins, CO

2000 Lexus RX 300

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

2000 Lexus RX 300

Longmont, CO

UnscoredInsufficient · 4
$4,499244,536 mi

Comparison: 4 similar vehicles

Longmont, CO

2010 Mazda CX-9 Touring

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

2010 Mazda CX-9 Touring

Westminster, CO

UnscoredInsufficient · 0
$4,500156,000 mi

Westminster, 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

2007 Toyota Highlander Hybrid

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

2007 Toyota Highlander Hybrid

Fort Collins, CO

UnscoredInsufficient · 0
$4,583297,176 mi

Fort Collins, CO

2008 Suzuki XL7 Luxury

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

2008 Suzuki XL7 Luxury

Fort Collins, CO

UnscoredInsufficient · 0
$4,649110,457 mi

Fort Collins, CO

2001 GMC Yukon XL SLE

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

2001 GMC Yukon XL SLE

Brighton, CO

UnscoredInsufficient · 0
$4,650245,546 mi

Brighton, CO

2006 Saturn VUE Base

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

2006 Saturn VUE Base

Cheyenne, WY

UnscoredInsufficient · 0
$4,689Mileage not verified

Cheyenne, WY

2003 Acura MDX Touring Package

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

2003 Acura MDX Touring Package

Fort Collins, CO

UnscoredInsufficient · 0
$4,698181,320 mi

Fort Collins, CO

2002 Nissan Xterra SE

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

2002 Nissan Xterra SE

Fort Collins, CO

UnscoredInsufficient · 0
$4,698187,680 mi

Fort Collins, CO

2008 INFINITI EX 35 Journey

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

2008 INFINITI EX 35 Journey

Brighton, CO

UnscoredInsufficient · 0
$4,750224,030 mi

Brighton, CO

2004 Volkswagen Touareg Base

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

2004 Volkswagen Touareg Base

Fort Collins, CO

UnscoredInsufficient · 0
$4,750110,013 mi

Fort Collins, CO

2006 Ford Explorer XLT

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

2006 Ford Explorer XLT

Commerce City, CO

UnscoredInsufficient · 0
$4,799187,190 mi

Commerce City, CO

2007 Acura RDX Base

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

2007 Acura RDX Base

Commerce City, CO

UnscoredInsufficient · 0
$4,800192,972 mi

Commerce City, CO

2004 Toyota Highlander Base

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

2004 Toyota Highlander Base

Fort Collins, CO

UnscoredLimited · 5
$4,883212,810 mi

Comparison: 5 similar vehicles

Fort Collins, CO

2011 BMW X3 xDrive28i

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

2011 BMW X3 xDrive28i

Westminster, CO

UnscoredInsufficient · 0
$4,900143,000 mi

Westminster, CO

2011 Nissan Murano SV

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

2011 Nissan Murano SV

Longmont, CO

UnscoredInsufficient · 0
$4,900180,049 mi

Longmont, CO

2014 Nissan Pathfinder Platinum

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

2014 Nissan Pathfinder Platinum

Thornton, CO

UnscoredInsufficient · 3
$4,967136,008 mi

Comparison: 3 similar vehicles

Thornton, CO

2008 Kia Sorento LX

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

2008 Kia Sorento LX

Cheyenne, WY

UnscoredInsufficient · 0
$4,988160,803 mi

Cheyenne, WY

2015 Subaru Forester i Limited

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

2015 Subaru Forester i Limited

Loveland, CO

UnscoredInsufficient · 4
$4,995196,179 mi

Comparison: 4 similar vehicles

Loveland, CO

2004 Jeep Grand Cherokee Laredo

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

2004 Jeep Grand Cherokee Laredo

Cheyenne, WY

UnscoredInsufficient · 4
$4,995240,882 mi

Comparison: 4 similar vehicles

Cheyenne, WY

2010 Jeep Grand Cherokee Laredo

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

2010 Jeep Grand Cherokee Laredo

Longmont, CO

UnscoredInsufficient · 0
$4,997148,672 mi

Longmont, CO

2013 Jeep Patriot Sport

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

2013 Jeep Patriot Sport

Longmont, CO

UnscoredInsufficient · 0
$4,999163,561 mi

Longmont, CO

2013 Hyundai Tucson GLS

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

2013 Hyundai Tucson GLS

Longmont, CO

UnscoredInsufficient · 3
$4,999181,184 mi

Comparison: 3 similar vehicles

Longmont, CO

2008 Nissan Rogue SL

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

2008 Nissan Rogue SL

Longmont, CO

UnscoredInsufficient · 0
$4,999121,250 mi

Longmont, CO

2007 Jeep Compass Sport

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

2007 Jeep Compass Sport

Denver, CO

UnscoredInsufficient · 0
$4,999113,669 mi

Denver, CO

2005 Saturn VUE Base

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

2005 Saturn VUE Base

Longmont, CO

UnscoredInsufficient · 0
$4,999158,541 mi

Longmont, CO

1997 Ford Expedition XLT

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

1997 Ford Expedition XLT

Longmont, CO

UnscoredInsufficient · 4
$4,999227,270 mi

Comparison: 4 similar vehicles

Longmont, CO

2008 Jeep Grand Cherokee Limited

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

2008 Jeep Grand Cherokee Limited

Fort Collins, CO

UnscoredInsufficient · 0
$5,000165,408 mi

Fort Collins, 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

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.