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 17, 2026

5.9M+

Unique vehicles analyzed

as of October 16, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.8M used·Listings processed daily

Or explore the market

50,000+ listings found(add a location or filter to narrow results)

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Springfield, MO

UnscoredModerate · 26
$1,500171,451 mi

Comparison: 26 similar vehicles

Springfield, MO

2008 Mercury Mariner V6

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

2008 Mercury Mariner V6

West Plains, MO

UnscoredInsufficient · 0
$1,500283,631 mi

West Plains, MO

2011 GMC Terrain SLE-1

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

2011 GMC Terrain SLE-1

Grandview, MO

UnscoredInsufficient · 0
$1,799185,575 mi

Grandview, MO

2011 Chevrolet Traverse 1LT

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

2011 Chevrolet Traverse 1LT

Cameron, MO

UnscoredLimited · 7
$1,950300,000 mi

Comparison: 7 similar vehicles

Cameron, MO

2012 Ford Escape Limited

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

2012 Ford Escape Limited

Northmoor, MO

UnscoredLimited · 5
$1,995226,214 mi

Comparison: 5 similar vehicles

Northmoor, MO

2005 Chevrolet Equinox LT

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

2005 Chevrolet Equinox LT

St. Louis, MO

UnscoredInsufficient · 0
$1,995207,403 mi

St. Louis, MO

2003 Hyundai Santa Fe GLS

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

2003 Hyundai Santa Fe GLS

Osage Beach, MO

UnscoredInsufficient · 0
$1,999200,100 mi

Osage Beach, MO

2011 Kia Sportage EX

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

2011 Kia Sportage EX

Kansas City, MO

UnscoredInsufficient · 0
$2,000287,700 mi

Kansas City, MO

2008 GMC Acadia SLT1

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

2008 GMC Acadia SLT1

Springfield, MO

UnscoredLimited · 7
$2,000Mileage not verified

Comparison: 7 similar vehicles

Springfield, MO

2013 Nissan JUKE S

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

2013 Nissan JUKE S

Northmoor, MO

UnscoredLimited · 6
$2,475168,115 mi

Comparison: 6 similar vehicles

Northmoor, MO

2002 Jeep Grand Cherokee LAREDO

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

2002 Jeep Grand Cherokee LAREDO

Liberty, MO

UnscoredInsufficient · 0
$2,495221,861 mi

Liberty, MO

2014 Jeep Patriot Sport

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

2014 Jeep Patriot Sport

Crystal City, MO

UnscoredInsufficient · 4
$2,500176,777 mi

Comparison: 4 similar vehicles

Crystal City, MO

2006 Subaru Forester X

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

2006 Subaru Forester X

Festus, MO

UnscoredInsufficient · 0
$2,500139,446 mi

Festus, MO

No Photo

2004 Toyota Highlander Base

Kansas City, MO

UnscoredInsufficient · 3
$2,500188,361 mi

Comparison: 3 similar vehicles

Kansas City, MO

2003 Jeep Liberty LIMITED

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

2003 Jeep Liberty LIMITED

Kansas City, MO

UnscoredLimited · 9
$2,500298,000 mi

Comparison: 9 similar vehicles

Kansas City, MO

No Photo

2002 Toyota Highlander Limited

Kansas City, MO

UnscoredInsufficient · 0
$2,500220,553 mi

Kansas City, MO

2004 Buick Rendezvous CX

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

2004 Buick Rendezvous CX

Kansas City, MO

UnscoredInsufficient · 0
$2,700227,886 mi

Kansas City, MO

2003 Ford Expedition Eddie Bauer

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

2003 Ford Expedition Eddie Bauer

El Dorado Springs, MO

UnscoredLimited · 8
$2,700221,742 mi

Comparison: 8 similar vehicles

El Dorado Springs, MO

2003 Chevrolet TrailBlazer LS

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

2003 Chevrolet TrailBlazer LS

Belton, MO

UnscoredInsufficient · 0
$2,794220,971 mi

Belton, MO

2008 Mazda CX-7 Grand Touring

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

2008 Mazda CX-7 Grand Touring

Fair Grove, MO

UnscoredInsufficient · 0
$2,795150,926 mi

Fair Grove, MO

2012 Buick Enclave Premium

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

2012 Buick Enclave Premium

Fair Grove, MO

UnscoredInsufficient · 3
$2,895202,704 mi

Comparison: 3 similar vehicles

Fair Grove, MO

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

Cameron, MO

UnscoredInsufficient · 0
$2,950196,468 mi

Cameron, MO

2014 Jeep Compass Sport

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

2014 Jeep Compass Sport

Camdenton, MO

UnscoredLimited · 6
$2,995168,530 mi

Comparison: 6 similar vehicles

Camdenton, MO

2014 Jeep Patriot Latitude

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

2014 Jeep Patriot Latitude

Camdenton, MO

UnscoredLimited · 9
$2,995158,589 mi

Comparison: 9 similar vehicles

Camdenton, MO

2009 Chevrolet Traverse 2LT

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

2009 Chevrolet Traverse 2LT

Camdenton, MO

UnscoredInsufficient · 0
$2,995184,000 mi

Camdenton, MO

2008 Saturn VUE XR

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

2008 Saturn VUE XR

Jennings, MO

UnscoredInsufficient · 0
$2,995173,000 mi

Jennings, MO

2007 Acura RDX Base

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

2007 Acura RDX Base

Jennings, MO

UnscoredInsufficient · 0
$2,995233,910 mi

Jennings, MO

2007 Subaru Forester 2.5 X

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

2007 Subaru Forester 2.5 X

Crystal City, MO

UnscoredInsufficient · 0
$2,995173,056 mi

Crystal City, MO

2005 Dodge Durango SLT

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

2005 Dodge Durango SLT

Camdenton, MO

UnscoredInsufficient · 0
$2,995196,016 mi

Camdenton, MO

2005 Chevrolet Equinox LT

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

2005 Chevrolet Equinox LT

Troy, MO

UnscoredInsufficient · 0
$2,995219,177 mi

Troy, MO

1997 Ford Explorer XLT

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

1997 Ford Explorer XLT

Independence, MO

UnscoredInsufficient · 0
$2,995170,490 mi

Independence, MO

2011 Ford Explorer XLT

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

2011 Ford Explorer XLT

Osage Beach, MO

UnscoredInsufficient · 0
$2,999354,441 mi

Osage Beach, MO

2004 Hyundai Santa Fe GLS

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

2004 Hyundai Santa Fe GLS

Kansas City, MO

UnscoredInsufficient · 0
$2,999Mileage not verified

Kansas City, MO

2013 Chevrolet Equinox 2LT

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

2013 Chevrolet Equinox 2LT

Kansas City, MO

UnscoredLimited · 14
$3,000208,000 mi

Comparison: 14 similar vehicles

Kansas City, MO

2007 Ford Edge SE

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

2007 Ford Edge SE

Kansas City, MO

UnscoredInsufficient · 0
$3,000185,159 mi

Kansas City, MO

No Photo

2007 Hyundai Santa Fe Limited

Fair Grove, MO

UnscoredInsufficient · 0
$3,000257,180 mi

Fair Grove, MO

2006 GMC Envoy SLE

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

2006 GMC Envoy SLE

Versailles, MO

UnscoredInsufficient · 0
$3,000282,910 mi

Versailles, MO

2005 Hyundai Santa Fe LX

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

2005 Hyundai Santa Fe LX

Kansas City, MO

UnscoredInsufficient · 0
$3,000179,710 mi

Kansas City, MO

2011 Nissan Murano SL

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

2011 Nissan Murano SL

Kansas City, MO

UnscoredInsufficient · 0
$3,200218,274 mi

Kansas City, MO

2008 Mercury Mariner Premier

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

2008 Mercury Mariner Premier

Cameron, MO

UnscoredInsufficient · 0
$3,250222,502 mi

Cameron, MO

2003 Chevrolet TrailBlazer LTZ

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

2003 Chevrolet TrailBlazer LTZ

Poplar Bluff, MO

UnscoredInsufficient · 0
$3,250215,290 mi

Poplar Bluff, MO

2017 Nissan Rogue SV

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

2017 Nissan Rogue SV

Independence, MO

UnscoredLimited · 17
$3,400191,964 mi

Comparison: 17 similar vehicles

Independence, MO

2003 Nissan Pathfinder SE

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

2003 Nissan Pathfinder SE

Columbia, MO

UnscoredInsufficient · 0
$3,400192,113 mi

Columbia, MO

2015 Kia Sorento Limited

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

2015 Kia Sorento Limited

Northmoor, MO

UnscoredInsufficient · 0
$3,450148,534 mi

Northmoor, MO

2008 Jeep Liberty Sport

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

2008 Jeep Liberty Sport

Cameron, MO

UnscoredInsufficient · 4
$3,450189,165 mi

Comparison: 4 similar vehicles

Cameron, MO

2015 Chevrolet Traverse LS

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

2015 Chevrolet Traverse LS

Camdenton, MO

UnscoredLimited · 12
$3,495180,026 mi

Comparison: 12 similar vehicles

Camdenton, MO

2012 Buick Enclave Leather

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

2012 Buick Enclave Leather

Springfield, MO

UnscoredLimited · 16
$3,495183,068 mi

Comparison: 16 similar vehicles

Springfield, MO

2006 Chevrolet TrailBlazer LS

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

2006 Chevrolet TrailBlazer LS

Camdenton, MO

UnscoredInsufficient · 3
$3,495159,025 mi

Comparison: 3 similar vehicles

Camdenton, MO

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

Independence, MO

UnscoredLimited · 5
$3,495186,316 mi

Comparison: 5 similar vehicles

Independence, MO

2005 GMC Yukon SLE

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

2005 GMC Yukon SLE

Independence, MO

UnscoredInsufficient · 0
$3,497306,973 mi

Independence, MO

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 manage their profile, 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, exports, and enhanced merchandising.
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.