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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

18,378 listings found

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

Carter Lake, IA

UnscoredModerate · 22
$1,500Mileage not verified

Comparison: 22 similar vehicles

Carter Lake, IA

2004 GMC Yukon SLE

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

2004 GMC Yukon SLE

Omaha, NE

UnscoredInsufficient · 0
$1,995Mileage not verified

Omaha, NE

1999 Dodge Durango SLT

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

1999 Dodge Durango SLT

Omaha, NE

UnscoredInsufficient · 0
$1,999185,000 mi

Omaha, NE

2005 Dodge Durango SLT

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

2005 Dodge Durango SLT

Shenandoah, IA

UnscoredInsufficient · 0
$2,000236,264 mi

Shenandoah, IA

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

Fremont, NE

UnscoredLimited · 11
$2,495202,044 mi

Comparison: 11 similar vehicles

Fremont, NE

2005 Chevrolet TrailBlazer LT

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

2005 Chevrolet TrailBlazer LT

Omaha, NE

UnscoredLimited · 10
$2,499254,000 mi

Comparison: 10 similar vehicles

Omaha, NE

2010 Jeep Patriot Sport

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

2010 Jeep Patriot Sport

Lincoln, NE

UnscoredLimited · 10
$2,600179,010 mi

Comparison: 10 similar vehicles

Lincoln, NE

1999 Mercedes-Benz M-Class ML320

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

1999 Mercedes-Benz M-Class ML320

Omaha, NE

UnscoredInsufficient · 0
$2,650200,000 mi

Omaha, NE

2009 Dodge Journey SXT

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

2009 Dodge Journey SXT

Fremont, NE

UnscoredInsufficient · 0
$2,950Mileage not verified

Fremont, NE

2009 Nissan Rogue S

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

2009 Nissan Rogue S

Omaha, NE

UnscoredInsufficient · 0
$2,950120,000 mi

Omaha, NE

2007 Mercury Mountaineer Base

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

2007 Mercury Mountaineer Base

Fremont, NE

UnscoredInsufficient · 0
$2,950Mileage not verified

Fremont, NE

2004 Jeep Liberty Limited

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

2004 Jeep Liberty Limited

Fremont, NE

UnscoredInsufficient · 0
$2,950Mileage not verified

Fremont, NE

2009 Chevrolet TrailBlazer 1LT

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

2009 Chevrolet TrailBlazer 1LT

Omaha, NE

UnscoredInsufficient · 0
$2,995192,681 mi

Omaha, NE

2003 Chevrolet TrailBlazer LTZ

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

2003 Chevrolet TrailBlazer LTZ

Omaha, NE

UnscoredInsufficient · 4
$2,995204,628 mi

Comparison: 4 similar vehicles

Omaha, NE

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Omaha, NE

UnscoredLimited · 17
$2,999215,016 mi

Comparison: 17 similar vehicles

Omaha, NE

2012 Chevrolet Traverse 1LT

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

2012 Chevrolet Traverse 1LT

Lincoln, NE

UnscoredInsufficient · 4
$2,999144,220 mi

Comparison: 4 similar vehicles

Lincoln, NE

2006 Kia Sorento LX

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

2006 Kia Sorento LX

Omaha, NE

UnscoredInsufficient · 0
$2,999144,000 mi

Omaha, NE

2011 Honda Pilot EX-L

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

2011 Honda Pilot EX-L

Lincoln, NE

UnscoredInsufficient · 4
$3,300179,269 mi

Comparison: 4 similar vehicles

Lincoln, NE

2009 Chevrolet Traverse 1LT

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

2009 Chevrolet Traverse 1LT

Fort Calhoun, NE

UnscoredLimited · 8
$3,350165,000 mi

Comparison: 8 similar vehicles

Fort Calhoun, NE

2003 Honda Pilot EX

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

2003 Honda Pilot EX

Omaha, NE

UnscoredInsufficient · 0
$3,400229,312 mi

Omaha, NE

2008 Saturn VUE XE

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

2008 Saturn VUE XE

Bellevue, NE

UnscoredInsufficient · 3
$3,417233,869 mi

Comparison: 3 similar vehicles

Bellevue, NE

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Lincoln, NE

UnscoredLimited · 8
$3,500151,688 mi

Comparison: 8 similar vehicles

Lincoln, NE

2009 Toyota Highlander Limited Hybrid

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

2009 Toyota Highlander Limited Hybrid

Lincoln, NE

UnscoredInsufficient · 0
$3,500277,744 mi

Lincoln, NE

2003 Ford Explorer Limited

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

2003 Ford Explorer Limited

Omaha, NE

UnscoredInsufficient · 0
$3,500195,940 mi

Omaha, NE

2016 Jeep Compass Latitude

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

2016 Jeep Compass Latitude

Omaha, NE

UnscoredLimited · 12
$3,649132,422 mi

Comparison: 12 similar vehicles

Omaha, NE

2014 Chevrolet Traverse LTZ

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

2014 Chevrolet Traverse LTZ

Lincoln, NE

UnscoredLimited · 16
$3,900256,386 mi

Comparison: 16 similar vehicles

Lincoln, NE

2013 Ford Escape SEL

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

2013 Ford Escape SEL

Lincoln, NE

UnscoredModerate · 28
$3,950151,265 mi

Comparison: 28 similar vehicles

Lincoln, NE

2013 Buick Encore Premium

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

2013 Buick Encore Premium

Fremont, NE

UnscoredInsufficient · 0
$3,950201,385 mi

Fremont, NE

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Omaha, NE

UnscoredInsufficient · 4
$3,950209,225 mi

Comparison: 4 similar vehicles

Omaha, NE

2010 Chevrolet Traverse 1LT

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

2010 Chevrolet Traverse 1LT

Omaha, NE

UnscoredInsufficient · 3
$3,950160,198 mi

Comparison: 3 similar vehicles

Omaha, NE

2008 Pontiac Torrent Base

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

2008 Pontiac Torrent Base

Omaha, NE

UnscoredInsufficient · 3
$3,950194,359 mi

Comparison: 3 similar vehicles

Omaha, NE

2007 Volvo XC90 V8

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

2007 Volvo XC90 V8

Fremont, NE

UnscoredInsufficient · 0
$3,950224,170 mi

Fremont, NE

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Council Bluffs, IA

UnscoredModerate · 20
$3,980151,285 mi

Comparison: 20 similar vehicles

Council Bluffs, IA

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Fremont, NE

UnscoredLimited · 10
$3,995136,200 mi

Comparison: 10 similar vehicles

Fremont, NE

2014 Chevrolet Traverse 1LT

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

2014 Chevrolet Traverse 1LT

Fremont, NE

UnscoredLimited · 16
$3,995234,570 mi

Comparison: 16 similar vehicles

Fremont, NE

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Fremont, NE

UnscoredLimited · 7
$3,995Mileage not verified

Comparison: 7 similar vehicles

Fremont, NE

2009 Buick Enclave CXL

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

2009 Buick Enclave CXL

Fremont, NE

UnscoredInsufficient · 3
$3,995169,446 mi

Comparison: 3 similar vehicles

Fremont, NE

2004 Ford Expedition Eddie Bauer

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

2004 Ford Expedition Eddie Bauer

Fremont, NE

UnscoredInsufficient · 4
$3,995Mileage not verified

Comparison: 4 similar vehicles

Fremont, NE

2004 INFINITI FX35 Base

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

2004 INFINITI FX35 Base

Fremont, NE

UnscoredInsufficient · 0
$3,995153,268 mi

Fremont, NE

2011 Honda Pilot Touring

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

2011 Honda Pilot Touring

Omaha, NE

UnscoredLimited · 8
$3,999188,851 mi

Comparison: 8 similar vehicles

Omaha, NE

2007 GMC Yukon Denali

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

2007 GMC Yukon Denali

Omaha, NE

UnscoredLimited · 7
$3,999190,061 mi

Comparison: 7 similar vehicles

Omaha, NE

2005 Jeep Liberty Sport

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

2005 Jeep Liberty Sport

Omaha, NE

UnscoredInsufficient · 3
$3,999194,500 mi

Comparison: 3 similar vehicles

Omaha, NE

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

Fort Calhoun, NE

UnscoredModerate · 22
$4,050152,000 mi

Comparison: 22 similar vehicles

Fort Calhoun, NE

2007 Saturn VUE 3.5L

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

2007 Saturn VUE 3.5L

Omaha, NE

UnscoredInsufficient · 0
$4,189206,637 mi

Omaha, NE

2005 Chevrolet TrailBlazer LS

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

2005 Chevrolet TrailBlazer LS

Omaha, NE

UnscoredLimited · 10
$4,245128,098 mi

Comparison: 10 similar vehicles

Omaha, NE

2016 Subaru Forester i

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

2016 Subaru Forester i

Omaha, NE

UnscoredInsufficient · 0
$4,294147,703 mi

Omaha, NE

1999 Jeep Cherokee SE

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

1999 Jeep Cherokee SE

Omaha, NE

UnscoredInsufficient · 0
$4,295122,740 mi

Omaha, NE

2009 Ford Flex SEL

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

2009 Ford Flex SEL

Omaha, NE

UnscoredInsufficient · 0
$4,450134,362 mi

Omaha, NE

2007 Cadillac SRX Base

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

2007 Cadillac SRX Base

Fremont, NE

UnscoredInsufficient · 0
$4,450Mileage not verified

Fremont, NE

2007 Hyundai Tucson GLS

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

2007 Hyundai Tucson GLS

Omaha, NE

UnscoredInsufficient · 0
$4,450150,064 mi

Omaha, NE

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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