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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 · November 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

946 listings found

1998 Nissan Frontier

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

1998 Nissan Frontier

Post Falls, ID

UnscoredInsufficient · 0
$2,900274,861 mi

Post Falls, ID

2001 Chevrolet Tahoe Base

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

2001 Chevrolet Tahoe Base

Post Falls, ID

UnscoredInsufficient · 0
$2,995204,629 mi

Post Falls, ID

2001 Jeep Grand Cherokee LIMITED

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

2001 Jeep Grand Cherokee LIMITED

Post Falls, ID

UnscoredInsufficient · 0
$3,995143,301 mi

Post Falls, ID

1999 Honda Accord EX

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

1999 Honda Accord EX

Post Falls, ID

UnscoredInsufficient · 0
$3,995211,837 mi

Post Falls, ID

2008 Buick Lucerne CXS

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

2008 Buick Lucerne CXS

Post Falls, ID

UnscoredInsufficient · 0
$5,49571,000 mi

Post Falls, ID

2008 Acura RDX Base

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

2008 Acura RDX Base

Post Falls, ID

Salvage title
$5,495195,872 mi

Post Falls, ID

2013 Chevrolet Malibu 2LT

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

2013 Chevrolet Malibu 2LT

Post Falls, ID

Salvage title
$5,995166,340 mi

Post Falls, ID

2010 Honda Accord LX

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

2010 Honda Accord LX

Post Falls, ID

UnscoredInsufficient · 0
$5,995184,640 mi

Post Falls, ID

2002 Chevrolet Monte Carlo LS

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

2002 Chevrolet Monte Carlo LS

Post Falls, ID

UnscoredInsufficient · 0
$5,99589,292 mi

Post Falls, ID

2008 Suzuki SX4 Sport

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

2008 Suzuki SX4 Sport

Post Falls, ID

UnscoredInsufficient · 0
$6,20089,561 mi

Post Falls, ID

2014 Jeep Grand Cherokee Laredo

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

2014 Jeep Grand Cherokee Laredo

Post Falls, ID

UnscoredInsufficient · 3
$6,231169,311 mi

Comparison: 3 similar vehicles

Post Falls, ID

2016 Chevrolet Sonic LT

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

2016 Chevrolet Sonic LT

Post Falls, ID

UnscoredInsufficient · 4
$6,495106,233 mi

Comparison: 4 similar vehicles

Post Falls, ID

2009 Subaru Legacy I Special Edition

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

2009 Subaru Legacy I Special Edition

Post Falls, ID

UnscoredInsufficient · 0
$6,495137,898 mi

Post Falls, ID

2008 Saturn VUE RED LINE

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

2008 Saturn VUE RED LINE

Post Falls, ID

Salvage title
$6,499100,463 mi

Post Falls, ID

2014 Volkswagen Jetta TDI

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

2014 Volkswagen Jetta TDI

Post Falls, ID

UnscoredInsufficient · 0
$6,500206,806 mi

Post Falls, ID

2009 Subaru Forester 2.5X Limited

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

2009 Subaru Forester 2.5X Limited

Post Falls, ID

UnscoredInsufficient · 0
$6,900166,141 mi

Post Falls, ID

2013 Dodge Dart SXT

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

2013 Dodge Dart SXT

Post Falls, ID

UnscoredInsufficient · 0
$6,95084,153 mi

Post Falls, ID

2017 Ford Fiesta S

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

2017 Ford Fiesta S

Post Falls, ID

Salvage title
$6,99542,225 mi

Post Falls, ID

2013 Ford Edge SE

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

2013 Ford Edge SE

Post Falls, ID

Salvage title
$6,995165,113 mi

Post Falls, ID

2013 Subaru Legacy 2.5i

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

2013 Subaru Legacy 2.5i

Post Falls, ID

UnscoredInsufficient · 0
$6,995142,667 mi

Post Falls, ID

2003 Ford Taurus SES

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

2003 Ford Taurus SES

Post Falls, ID

UnscoredInsufficient · 0
$6,99994,360 mi

Post Falls, ID

2012 Ford Explorer XLT

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

2012 Ford Explorer XLT

Post Falls, ID

Salvage title
$7,495160,641 mi

Post Falls, ID

2008 Subaru Legacy I Limited

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

2008 Subaru Legacy I Limited

Post Falls, ID

UnscoredInsufficient · 0
$7,495144,189 mi

Post Falls, ID

2020 Mitsubishi Mirage G4 ES

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

2020 Mitsubishi Mirage G4 ES

Post Falls, ID

UnscoredInsufficient · 0
$7,50060,480 mi

Post Falls, ID

2007 Dodge Nitro SLT

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

2007 Dodge Nitro SLT

Post Falls, ID

UnscoredInsufficient · 0
$7,50094,449 mi

Post Falls, ID

2012 GMC Acadia SLE

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

2012 GMC Acadia SLE

Post Falls, ID

UnscoredInsufficient · 0
$7,594125,770 mi

Post Falls, ID

2013 RAM 1500 ST

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

2013 RAM 1500 ST

Post Falls, ID

UnscoredInsufficient · 0
$7,900178,165 mi

Post Falls, ID

2015 Dodge Dart GT

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

2015 Dodge Dart GT

Post Falls, ID

UnscoredInsufficient · 0
$7,910135,606 mi

Post Falls, ID

2017 Ford Focus SE

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

2017 Ford Focus SE

Post Falls, ID

Salvage title
$7,99593,154 mi

Post Falls, ID

2013 Subaru Impreza 2.0I Premium

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

2013 Subaru Impreza 2.0I Premium

Post Falls, ID

UnscoredInsufficient · 0
$7,995164,461 mi

Post Falls, ID

2013 Subaru XV Crosstrek Limited

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

2013 Subaru XV Crosstrek Limited

Post Falls, ID

Unscored
$7,995212,306 mi

Comparison: 6 similar vehicles

Post Falls, ID

2012 Chevrolet Impala 2FL

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

2012 Chevrolet Impala 2FL

Post Falls, ID

Salvage title
$7,995135,093 mi

Post Falls, ID

2012 BMW X5 xDrive35i Premium

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

2012 BMW X5 xDrive35i Premium

Post Falls, ID

UnscoredInsufficient · 0
$7,995113,843 mi

Post Falls, ID

2016 Kia Soul EV

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

2016 Kia Soul EV

Post Falls, ID

UnscoredInsufficient · 0
$8,49546,935 mi

Post Falls, ID

2013 Chevrolet Impala 2FL

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

2013 Chevrolet Impala 2FL

Post Falls, ID

Salvage title
$8,495131,197 mi

Post Falls, ID

2010 Subaru Impreza Outback Sport

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

2010 Subaru Impreza Outback Sport

Post Falls, ID

UnscoredInsufficient · 0
$8,500Mileage not verified

Post Falls, ID

2019 Dodge Grand Caravan SXT

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

2019 Dodge Grand Caravan SXT

Post Falls, ID

Salvage title
$8,995158,028 mi

Post Falls, ID

2016 Dodge Grand Caravan SE

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

2016 Dodge Grand Caravan SE

Post Falls, ID

UnscoredInsufficient · 0
$8,995110,673 mi

Post Falls, ID

2008 Subaru Outback XT Limited

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

2008 Subaru Outback XT Limited

Post Falls, ID

UnscoredInsufficient · 0
$8,999125,585 mi

Post Falls, ID

2010 Toyota Tacoma Base

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

2010 Toyota Tacoma Base

Post Falls, ID

Unscored
$9,400271,854 mi

Comparison: 6 similar vehicles

Post Falls, ID

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Post Falls, ID

UnscoredInsufficient · 0
$9,495108,332 mi

Post Falls, ID

2013 Toyota Camry LE

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

2013 Toyota Camry LE

Post Falls, ID

UnscoredInsufficient · 0
$9,900177,891 mi

Post Falls, ID

2019 Dodge Grand Caravan SE

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

2019 Dodge Grand Caravan SE

Post Falls, ID

Salvage title
$9,995121,125 mi

Post Falls, ID

2016 Chevrolet Trax LS

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

2016 Chevrolet Trax LS

Post Falls, ID

UnscoredInsufficient · 0
$9,995120,254 mi

Post Falls, ID

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Post Falls, ID

UnscoredInsufficient · 4
$9,995107,882 mi

Comparison: 4 similar vehicles

Post Falls, ID

2014 Ford Edge Sport

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

2014 Ford Edge Sport

Post Falls, ID

Salvage title
$9,995133,425 mi

Post Falls, ID

2014 Subaru Impreza 2.0I Sport Premium

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

2014 Subaru Impreza 2.0I Sport Premium

Post Falls, ID

UnscoredInsufficient · 0
$9,995117,627 mi

Post Falls, ID

2005 Chrysler PT Cruiser GT

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

2005 Chrysler PT Cruiser GT

Post Falls, ID

UnscoredInsufficient · 0
$9,99959,994 mi

Post Falls, ID

2007 Toyota Tacoma Base

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

2007 Toyota Tacoma Base

Post Falls, ID

UnscoredInsufficient · 0
$10,099246,190 mi

Post Falls, ID

2014 Ford Explorer Limited

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

2014 Ford Explorer Limited

Post Falls, ID

Unscored
$10,232128,642 mi

Comparison: 6 similar vehicles

Post Falls, ID

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.
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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