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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 27, 2026

6.1M+

Unique vehicles analyzed

as of October 27, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.4M new·2.8M used·Listings processed daily

Or explore the market

4,350 listings found

2004 INFINITI G35 Base

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

2004 INFINITI G35 Base

Everett, WA

UnscoredInsufficient · 4
$1,995191,003 mi

Comparison: 4 similar vehicles

Everett, WA

2002 Honda Civic EX

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

2002 Honda Civic EX

Everett, WA

UnscoredInsufficient · 0
$1,995212,672 mi

Everett, WA

2011 Subaru Impreza 2.5i Premium

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

2011 Subaru Impreza 2.5i Premium

Everett, WA

Salvage title
$2,495200,743 mi

Everett, WA

2006 Mercedes-Benz M-Class ML350

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

2006 Mercedes-Benz M-Class ML350

Everett, WA

UnscoredLimited · 7
$2,495165,913 mi

Comparison: 7 similar vehicles

Everett, WA

2006 Subaru Outback

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

2006 Subaru Outback

Everett, WA

UnscoredInsufficient · 0
$2,495187,049 mi

Everett, WA

2007 Ford Escape XLS

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

2007 Ford Escape XLS

Everett, WA

UnscoredInsufficient · 0
$2,500192,870 mi

Everett, WA

2004 Chrysler Pacifica AWD

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

2004 Chrysler Pacifica AWD

Everett, WA

UnscoredInsufficient · 0
$2,500169,745 mi

Everett, WA

1999 Ford Expedition XLT

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

1999 Ford Expedition XLT

Everett, WA

UnscoredInsufficient · 0
$2,500220,105 mi

Everett, WA

2019 Nissan Sentra S

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

2019 Nissan Sentra S

Everett, WA

UnscoredLimited · 10
$2,995224,722 mi

Comparison: 10 similar vehicles

Everett, WA

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

Everett, WA

UnscoredInsufficient · 0
$2,995178,891 mi

Everett, WA

2009 Toyota Prius Touring

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

2009 Toyota Prius Touring

Everett, WA

UnscoredInsufficient · 3
$2,995244,968 mi

Comparison: 3 similar vehicles

Everett, WA

2008 Chevrolet Impala LS

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

2008 Chevrolet Impala LS

Everett, WA

UnscoredInsufficient · 3
$2,995111,588 mi

Comparison: 3 similar vehicles

Everett, WA

2008 Nissan Versa SL

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

2008 Nissan Versa SL

Everett, WA

UnscoredInsufficient · 0
$2,995185,033 mi

Everett, WA

2008 Toyota Camry LE

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

2008 Toyota Camry LE

Everett, WA

UnscoredLimited · 10
$2,995214,318 mi

Comparison: 10 similar vehicles

Everett, WA

2003 Ford Mustang Deluxe

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

2003 Ford Mustang Deluxe

Everett, WA

UnscoredInsufficient · 0
$2,995123,645 mi

Everett, WA

2009 Chrysler PT Cruiser Base

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

2009 Chrysler PT Cruiser Base

Everett, WA

UnscoredInsufficient · 0
$2,999Mileage not verified

Everett, WA

2008 Mercury Mariner Premier

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

2008 Mercury Mariner Premier

Everett, WA

UnscoredInsufficient · 0
$2,999143,732 mi

Everett, WA

2008 Subaru Impreza Outback Sport

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

2008 Subaru Impreza Outback Sport

Everett, WA

UnscoredInsufficient · 0
$2,999167,868 mi

Everett, WA

2007 Chevrolet Uplander LT

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

2007 Chevrolet Uplander LT

Everett, WA

UnscoredInsufficient · 0
$2,999130,402 mi

Everett, WA

2006 Hyundai Elantra GLS

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

2006 Hyundai Elantra GLS

Everett, WA

UnscoredInsufficient · 0
$2,999112,259 mi

Everett, WA

2002 Chrysler PT Cruiser LIMITED

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

2002 Chrysler PT Cruiser LIMITED

Everett, WA

UnscoredInsufficient · 0
$2,999114,562 mi

Everett, WA

2002 Hyundai Elantra GT

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

2002 Hyundai Elantra GT

Everett, WA

UnscoredInsufficient · 0
$2,999109,269 mi

Everett, WA

1999 Isuzu Rodeo LSE

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

1999 Isuzu Rodeo LSE

Everett, WA

UnscoredInsufficient · 0
$2,999192,408 mi

Everett, WA

2013 Nissan LEAF SV

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

2013 Nissan LEAF SV

Everett, WA

UnscoredInsufficient · 0
$3,00067,760 mi

Everett, WA

2012 Nissan LEAF SL

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

2012 Nissan LEAF SL

Everett, WA

UnscoredInsufficient · 0
$3,00064,329 mi

Everett, WA

2012 Nissan LEAF SV

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

2012 Nissan LEAF SV

Everett, WA

UnscoredInsufficient · 0
$3,00068,849 mi

Everett, WA

2011 Volkswagen Jetta SE

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

2011 Volkswagen Jetta SE

Everett, WA

UnscoredInsufficient · 4
$3,000177,413 mi

Comparison: 4 similar vehicles

Everett, WA

2008 Ford Explorer XLT

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

2008 Ford Explorer XLT

Everett, WA

UnscoredInsufficient · 0
$3,000209,659 mi

Everett, WA

2007 Kia Spectra SX

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

2007 Kia Spectra SX

Everett, WA

UnscoredInsufficient · 0
$3,000144,315 mi

Everett, WA

2006 Toyota RAV4 Base

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

2006 Toyota RAV4 Base

Everett, WA

UnscoredInsufficient · 4
$3,000288,269 mi

Comparison: 4 similar vehicles

Everett, WA

2006 Volvo S80 2.5T AWD A

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

2006 Volvo S80 2.5T AWD A

Everett, WA

UnscoredInsufficient · 0
$3,000192,345 mi

Everett, WA

2004 Nissan Xterra SE

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

2004 Nissan Xterra SE

Everett, WA

UnscoredInsufficient · 0
$3,000199,590 mi

Everett, WA

2002 Chevrolet Venture Plus

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

2002 Chevrolet Venture Plus

Everett, WA

UnscoredInsufficient · 0
$3,000110,565 mi

Everett, WA

2002 Chevrolet Impala Base

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

2002 Chevrolet Impala Base

Everett, WA

UnscoredInsufficient · 0
$3,000106,990 mi

Everett, WA

2013 Hyundai Elantra GT Base

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

2013 Hyundai Elantra GT Base

Everett, WA

UnscoredLimited · 9
$3,495182,412 mi

Comparison: 9 similar vehicles

Everett, WA

2013 Kia Forte Koup EX

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

2013 Kia Forte Koup EX

Everett, WA

UnscoredInsufficient · 0
$3,495141,062 mi

Everett, WA

2008 Subaru Forester 2.5 X

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

2008 Subaru Forester 2.5 X

Everett, WA

UnscoredInsufficient · 0
$3,495177,967 mi

Everett, WA

2011 Subaru Outback I Premium

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

2011 Subaru Outback I Premium

Everett, WA

UnscoredModerate · 22
$3,499201,421 mi

Comparison: 22 similar vehicles

Everett, WA

2003 Kia Sorento LX

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

2003 Kia Sorento LX

Everett, WA

UnscoredInsufficient · 0
$3,499166,455 mi

Everett, WA

2010 Kia Soul Exclaim

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

2010 Kia Soul Exclaim

Everett, WA

UnscoredLimited · 10
$3,500167,000 mi

Comparison: 10 similar vehicles

Everett, WA

2008 Toyota Prius Standard

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

2008 Toyota Prius Standard

Everett, WA

Salvage title
$3,500209,000 mi

Everett, WA

2006 Ford Explorer XLT

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

2006 Ford Explorer XLT

Everett, WA

UnscoredInsufficient · 0
$3,500176,553 mi

Everett, WA

2005 Nissan Altima

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

2005 Nissan Altima

Everett, WA

UnscoredInsufficient · 0
$3,500113,705 mi

Everett, WA

2000 Dodge Dakota SPORT

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

2000 Dodge Dakota SPORT

Everett, WA

UnscoredInsufficient · 0
$3,500225,061 mi

Everett, WA

2009 Nissan Murano S

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

2009 Nissan Murano S

Everett, WA

UnscoredInsufficient · 3
$3,666206,431 mi

Comparison: 3 similar vehicles

Everett, WA

2003 Hyundai Elantra GLS

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

2003 Hyundai Elantra GLS

Everett, WA

UnscoredLimited · 5
$3,699140,169 mi

Comparison: 5 similar vehicles

Everett, WA

2012 Hyundai Santa Fe GLS

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

2012 Hyundai Santa Fe GLS

Everett, WA

UnscoredLimited · 5
$3,990170,071 mi

Comparison: 5 similar vehicles

Everett, WA

2008 Jeep Liberty Sport

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

2008 Jeep Liberty Sport

Everett, WA

UnscoredInsufficient · 0
$3,991168,382 mi

Everett, WA

2003 Honda Accord EX

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

2003 Honda Accord EX

Everett, WA

UnscoredInsufficient · 4
$3,991169,482 mi

Comparison: 4 similar vehicles

Everett, WA

2016 Chrysler Town & Country Touring

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

2016 Chrysler Town & Country Touring

Everett, WA

UnscoredLimited · 16
$3,995164,814 mi

Comparison: 16 similar vehicles

Everett, WA

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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