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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 29, 2026

6M+

Unique vehicles analyzed

as of October 29, 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

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

1993 Nissan

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

1993 Nissan

Henderson, NV

UnscoredInsufficient · 0
$1,590150,000 mi

Henderson, NV

1990 Ford F-250

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

1990 Ford F-250

Henderson, NV

UnscoredInsufficient · 0
$1,890Mileage not verified

Henderson, NV

1990 Toyota Camry

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

1990 Toyota Camry

Las Vegas, NV

UnscoredInsufficient · 0
$1,995204,860 mi

Las Vegas, NV

2011 Chevrolet Traverse 2LT

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

2011 Chevrolet Traverse 2LT

Elko, NV

UnscoredInsufficient · 0
$2,199156,484 mi

Elko, NV

2012 Nissan JUKE SL

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

2012 Nissan JUKE SL

Elko, NV

UnscoredInsufficient · 0
$2,299143,726 mi

Elko, NV

2006 Hyundai Santa Fe GLS

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

2006 Hyundai Santa Fe GLS

Las Vegas, NV

UnscoredInsufficient · 0
$2,495204,002 mi

Las Vegas, NV

2002 Nissan Xterra SE

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

2002 Nissan Xterra SE

Henderson, NV

UnscoredInsufficient · 0
$2,496248,000 mi

Henderson, NV

2007 Nissan Altima S

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

2007 Nissan Altima S

Sparks, NV

UnscoredInsufficient · 0
$2,500233,835 mi

Sparks, NV

1996 Chevrolet Caprice/Impala

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

1996 Chevrolet Caprice/Impala

Henderson, NV

UnscoredInsufficient · 0
$2,790100,000 mi

Henderson, NV

2008 Hyundai Accent GS

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

2008 Hyundai Accent GS

Las Vegas, NV

UnscoredInsufficient · 0
$2,800172,174 mi

Las Vegas, NV

2000 Toyota Avalon XL

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

2000 Toyota Avalon XL

Las Vegas, NV

UnscoredInsufficient · 0
$2,800239,954 mi

Las Vegas, NV

2000 Kia Sportage 4 door Sportage EX

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

2000 Kia Sportage 4 door Sportage EX

Carson City, NV

UnscoredInsufficient · 0
$2,874198,341 mi

Carson City, NV

2008 Kia Sportage LX

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

2008 Kia Sportage LX

Las Vegas, NV

UnscoredInsufficient · 0
$2,900185,677 mi

Las Vegas, NV

2002 Toyota Corolla CE

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

2002 Toyota Corolla CE

Las Vegas, NV

UnscoredInsufficient · 0
$2,995240,399 mi

Las Vegas, NV

2016 Nissan Altima

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

2016 Nissan Altima

Pahrump, NV

UnscoredInsufficient · 0
$2,999168,740 mi

Pahrump, NV

2007 Kia Spectra EX

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

2007 Kia Spectra EX

Las Vegas, NV

UnscoredInsufficient · 0
$3,000144,293 mi

Las Vegas, NV

2006 Ford Explorer XLT

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

2006 Ford Explorer XLT

Elko, NV

UnscoredInsufficient · 0
$3,19988,758 mi

Elko, NV

2005 Ford F-150 XLT

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

2005 Ford F-150 XLT

Las Vegas, NV

UnscoredInsufficient · 0
$3,200205,878 mi

Las Vegas, NV

2002 Honda Civic EX

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

2002 Honda Civic EX

Las Vegas, NV

UnscoredInsufficient · 0
$3,200217,159 mi

Las Vegas, NV

2001 Lexus RX 300

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

2001 Lexus RX 300

Las Vegas, NV

UnscoredInsufficient · 0
$3,257229,457 mi

Las Vegas, NV

2004 Toyota Prius Base

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

2004 Toyota Prius Base

Las Vegas, NV

UnscoredInsufficient · 0
$3,299218,410 mi

Las Vegas, NV

2007 Mercury Mariner Luxury FWD

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

2007 Mercury Mariner Luxury FWD

Las Vegas, NV

UnscoredInsufficient · 0
$3,300144,051 mi

Las Vegas, NV

2009 Toyota Corolla LE

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

2009 Toyota Corolla LE

Las Vegas, NV

UnscoredInsufficient · 0
$3,400182,000 mi

Las Vegas, NV

2008 Hyundai Sonata SE

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

2008 Hyundai Sonata SE

Las Vegas, NV

UnscoredInsufficient · 0
$3,400174,699 mi

Las Vegas, NV

2006 BMW X5 3.0i

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

2006 BMW X5 3.0i

Las Vegas, NV

UnscoredInsufficient · 0
$3,400169,621 mi

Las Vegas, NV

2003 BMW Z4 2.5

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

2003 BMW Z4 2.5

Las Vegas, NV

UnscoredInsufficient · 0
$3,400245,336 mi

Las Vegas, NV

2001 Nissan Xterra SE

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

2001 Nissan Xterra SE

Las Vegas, NV

UnscoredInsufficient · 0
$3,447242,874 mi

Las Vegas, NV

2003 Honda Accord EX

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

2003 Honda Accord EX

Las Vegas, NV

UnscoredInsufficient · 0
$3,465224,417 mi

Las Vegas, NV

2007 Saturn Aura XR

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

2007 Saturn Aura XR

Henderson, NV

UnscoredInsufficient · 0
$3,490Mileage not verified

Henderson, NV

2006 Honda Accord EX

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

2006 Honda Accord EX

Las Vegas, NV

UnscoredInsufficient · 0
$3,494254,374 mi

Las Vegas, NV

2012 FIAT 500 Sport

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

2012 FIAT 500 Sport

Pahrump, NV

UnscoredInsufficient · 0
$3,495128,438 mi

Pahrump, NV

2016 Nissan Altima S

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

2016 Nissan Altima S

Las Vegas, NV

UnscoredInsufficient · 4
$3,500191,091 mi

Comparison: 4 similar vehicles

Las Vegas, NV

2014 Nissan Altima S

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

2014 Nissan Altima S

Reno, NV

Unscored
$3,500219,350 mi

Comparison: 15 similar vehicles

Reno, NV

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Las Vegas, NV

UnscoredInsufficient · 0
$3,500141,848 mi

Las Vegas, NV

2010 Nissan cube SL

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

2010 Nissan cube SL

Las Vegas, NV

UnscoredInsufficient · 0
$3,500168,222 mi

Las Vegas, NV

2005 Nissan Armada SE

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

2005 Nissan Armada SE

Reno, NV

UnscoredInsufficient · 0
$3,500209,100 mi

Reno, NV

2001 Audi TT QUATTRO

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

2001 Audi TT QUATTRO

Mesquite, NV

UnscoredInsufficient · 0
$3,500137,796 mi

Mesquite, NV

2001 BMW 5 Series 525i

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

2001 BMW 5 Series 525i

Sparks, NV

UnscoredInsufficient · 0
$3,500139,783 mi

Sparks, NV

2011 Chevrolet Tahoe LT

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

2011 Chevrolet Tahoe LT

Elko, NV

UnscoredInsufficient · 0
$3,599191,609 mi

Elko, NV

2016 Jeep Patriot Sport

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

2016 Jeep Patriot Sport

Las Vegas, NV

UnscoredInsufficient · 4
$3,63399,749 mi

Comparison: 4 similar vehicles

Las Vegas, NV

2007 Toyota RAV4 Base

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

2007 Toyota RAV4 Base

Las Vegas, NV

UnscoredInsufficient · 0
$3,750287,541 mi

Las Vegas, NV

2002 Toyota Highlander Limited

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

2002 Toyota Highlander Limited

Carson City, NV

UnscoredInsufficient · 0
$3,777236,519 mi

Carson City, NV

2017 Ford Focus SE

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

2017 Ford Focus SE

Henderson, NV

Unscored
$3,790116,000 mi

Comparison: 8 similar vehicles

Henderson, NV

2016 Dodge Grand Caravan American Value Package

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

2016 Dodge Grand Caravan American Value Package

Henderson, NV

UnscoredInsufficient · 0
$3,790187,000 mi

Henderson, NV

2010 Chevrolet Malibu 1LT

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

2010 Chevrolet Malibu 1LT

Henderson, NV

UnscoredInsufficient · 0
$3,79078,000 mi

Henderson, NV

2001 Ford Expedition Base

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

2001 Ford Expedition Base

Las Vegas, NV

UnscoredInsufficient · 0
$3,790167,454 mi

Las Vegas, NV

1997 BMW M3

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

1997 BMW M3

Las Vegas, NV

UnscoredInsufficient · 0
$3,795161,000 mi

Las Vegas, NV

2015 Kia Forte5 EX

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

2015 Kia Forte5 EX

Las Vegas, NV

UnscoredInsufficient · 0
$3,800148,268 mi

Las Vegas, NV

2007 Hyundai Elantra GLS

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

2007 Hyundai Elantra GLS

Carson City, NV

UnscoredInsufficient · 0
$3,823216,817 mi

Carson City, NV

2007 Nissan Versa S

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

2007 Nissan Versa S

Sparks, NV

UnscoredInsufficient · 0
$3,826161,241 mi

Sparks, NV

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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