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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 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 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

837 listings found

2005 Nissan Sentra 1.8

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

2005 Nissan Sentra 1.8

Burlington, WA

UnscoredInsufficient · 0
$2,969302,000 mi

Burlington, WA

No Photo

2013 Nissan Altima Sedan S

Marysville, WA

UnscoredLimited · 19
$2,989262,128 mi

Comparison: 19 similar vehicles

Marysville, 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

2007 Nissan Maxima SE

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

2007 Nissan Maxima SE

Bellingham, WA

UnscoredInsufficient · 0
$3,900156,800 mi

Bellingham, WA

2008 Chrysler Sebring Touring

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

2008 Chrysler Sebring Touring

Sedro-Woolley, WA

UnscoredInsufficient · 0
$3,950157,945 mi

Sedro-Woolley, WA

1998 Acura TL Base

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

1998 Acura TL Base

Sedro-Woolley, WA

UnscoredInsufficient · 0
$3,950175,651 mi

Sedro-Woolley, WA

2000 Toyota Camry LE

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

2000 Toyota Camry LE

Burlington, WA

UnscoredLimited · 5
$3,970207,000 mi

Comparison: 5 similar vehicles

Burlington, WA

2004 Nissan Maxima SL

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

2004 Nissan Maxima SL

Marysville, WA

UnscoredInsufficient · 0
$3,98085,000 mi

Marysville, WA

2013 Volkswagen Passat SE

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

2013 Volkswagen Passat SE

Ferndale, WA

UnscoredInsufficient · 4
$3,995112,000 mi

Comparison: 4 similar vehicles

Ferndale, WA

2009 Volvo S60 2.5T

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

2009 Volvo S60 2.5T

Sedro-Woolley, WA

UnscoredInsufficient · 0
$3,995175,842 mi

Sedro-Woolley, WA

2005 Subaru Legacy I

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

2005 Subaru Legacy I

Mount Vernon, WA

UnscoredInsufficient · 0
$3,999156,478 mi

Mount Vernon, WA

2004 Mazda MAZDA3 I

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

2004 Mazda MAZDA3 I

Everett, WA

UnscoredInsufficient · 0
$3,999148,751 mi

Everett, WA

2004 Kia Optima EX

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

2004 Kia Optima EX

Mount Vernon, WA

UnscoredInsufficient · 0
$3,999101,591 mi

Mount Vernon, WA

2003 Mazda Protege DX

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

2003 Mazda Protege DX

Port Townsend, WA

UnscoredInsufficient · 0
$3,999133,084 mi

Port Townsend, WA

2009 Volkswagen Jetta S

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

2009 Volkswagen Jetta S

Marysville, WA

UnscoredInsufficient · 3
$4,006148,601 mi

Comparison: 3 similar vehicles

Marysville, WA

2013 Nissan Versa Sedan SV

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

2013 Nissan Versa Sedan SV

Sedro-Woolley, WA

UnscoredInsufficient · 3
$4,250190,162 mi

Comparison: 3 similar vehicles

Sedro-Woolley, WA

2014 Dodge Charger R/T

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

2014 Dodge Charger R/T

Marysville, WA

UnscoredInsufficient · 3
$4,372228,664 mi

Comparison: 3 similar vehicles

Marysville, WA

2010 Subaru Legacy I Premium

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

2010 Subaru Legacy I Premium

Burlington, WA

UnscoredInsufficient · 3
$4,470292,000 mi

Comparison: 3 similar vehicles

Burlington, WA

2001 Volkswagen Jetta GLS

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

2001 Volkswagen Jetta GLS

Burlington, WA

UnscoredInsufficient · 0
$4,470225,000 mi

Burlington, WA

2007 Kia Spectra EX

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

2007 Kia Spectra EX

Sedro-Woolley, WA

UnscoredInsufficient · 0
$4,495127,265 mi

Sedro-Woolley, WA

2006 Chevrolet Malibu LT

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

2006 Chevrolet Malibu LT

Port Townsend, WA

UnscoredInsufficient · 0
$4,499130,169 mi

Port Townsend, WA

2005 Ford Focus ZX4 S

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

2005 Ford Focus ZX4 S

Port Townsend, WA

UnscoredInsufficient · 0
$4,499124,914 mi

Port Townsend, WA

2006 Volkswagen Jetta Value Edition

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

2006 Volkswagen Jetta Value Edition

Sedro-Woolley, WA

UnscoredInsufficient · 0
$4,650158,755 mi

Sedro-Woolley, WA

2010 Subaru Legacy I Limited

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

2010 Subaru Legacy I Limited

Bellingham, WA

UnscoredInsufficient · 0
$4,899191,784 mi

Bellingham, WA

2007 Ford Fusion SEL

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

2007 Ford Fusion SEL

Sedro-Woolley, WA

UnscoredInsufficient · 0
$4,995169,637 mi

Sedro-Woolley, WA

2004 Acura TL Base

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

2004 Acura TL Base

Blaine, WA

UnscoredInsufficient · 0
$4,998149,684 mi

Blaine, WA

2002 Buick Century Limited

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

2002 Buick Century Limited

Lynden, WA

UnscoredInsufficient · 0
$4,999186,098 mi

Lynden, WA

2009 Honda Civic LX

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

2009 Honda Civic LX

Everett, WA

UnscoredInsufficient · 4
$5,450207,570 mi

Comparison: 4 similar vehicles

Everett, WA

2008 Chrysler Sebring LX

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

2008 Chrysler Sebring LX

Burlington, WA

UnscoredInsufficient · 0
$5,470145,000 mi

Burlington, WA

2007 Ford Taurus SE

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

2007 Ford Taurus SE

Burlington, WA

UnscoredInsufficient · 0
$5,47076,000 mi

Burlington, WA

2007 Toyota Camry LE

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

2007 Toyota Camry LE

Mount Vernon, WA

UnscoredLimited · 8
$5,500194,611 mi

Comparison: 8 similar vehicles

Mount Vernon, WA

2005 Ford Focus ZX4 SE

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

2005 Ford Focus ZX4 SE

Burlington, WA

UnscoredInsufficient · 0
$5,700112,008 mi

Burlington, WA

2009 Mercedes-Benz C-Class C300 Luxury

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

2009 Mercedes-Benz C-Class C300 Luxury

Everett, WA

UnscoredInsufficient · 3
$5,750160,219 mi

Comparison: 3 similar vehicles

Everett, WA

2013 Dodge Dart Rallye

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

2013 Dodge Dart Rallye

Marysville, WA

UnscoredInsufficient · 0
$5,785121,252 mi

Marysville, WA

2018 Nissan Sentra S

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

2018 Nissan Sentra S

Bellingham, WA

UnscoredInsufficient · 0
$5,900120,500 mi

Bellingham, WA

2005 Honda Civic EX

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

2005 Honda Civic EX

Sedro-Woolley, WA

UnscoredInsufficient · 0
$5,950138,455 mi

Sedro-Woolley, WA

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Sedro-Woolley, WA

Fair PriceLimited · 12
$5,99598,912 mi

Market: $4,400 – $8,695

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Sedro-Woolley, WA

2007 Toyota Corolla LE

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

2007 Toyota Corolla LE

Sedro-Woolley, WA

UnscoredInsufficient · 3
$5,995216,578 mi

Comparison: 3 similar vehicles

Sedro-Woolley, WA

2006 Chrysler 300 Touring

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

2006 Chrysler 300 Touring

Marysville, WA

UnscoredInsufficient · 0
$5,995171,561 mi

Marysville, WA

2010 Toyota Corolla S

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

2010 Toyota Corolla S

Everett, WA

UnscoredLimited · 5
$5,999166,682 mi

Comparison: 5 similar vehicles

Everett, WA

2009 Ford Focus SES

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

2009 Ford Focus SES

Port Townsend, WA

UnscoredInsufficient · 3
$5,999105,194 mi

Comparison: 3 similar vehicles

Port Townsend, WA

2007 Mazda MAZDA3 s

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

2007 Mazda MAZDA3 s

Port Townsend, WA

UnscoredInsufficient · 3
$5,999113,396 mi

Comparison: 3 similar vehicles

Port Townsend, WA

2005 Ford Focus ZX4 S

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

2005 Ford Focus ZX4 S

Burlington, WA

UnscoredInsufficient · 0
$6,15086,003 mi

Burlington, WA

2013 Ford Focus SE

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

2013 Ford Focus SE

Marysville, WA

UnscoredInsufficient · 3
$6,271156,080 mi

Comparison: 3 similar vehicles

Marysville, WA

2010 Toyota Corolla S

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

2010 Toyota Corolla S

Everett, WA

UnscoredLimited · 5
$6,450196,202 mi

Comparison: 5 similar vehicles

Everett, WA

2010 Mazda MAZDA6 i Sport

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

2010 Mazda MAZDA6 i Sport

Burlington, WA

UnscoredInsufficient · 0
$6,470147,000 mi

Burlington, WA

2014 Chrysler 200 Limited

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

2014 Chrysler 200 Limited

Blaine, WA

UnscoredInsufficient · 0
$6,47386,387 mi

Blaine, WA

2011 Cadillac CTS Base

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

2011 Cadillac CTS Base

Blaine, WA

UnscoredInsufficient · 0
$6,504149,469 mi

Blaine, WA

2015 Chrysler 200 LX

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

2015 Chrysler 200 LX

Blaine, WA

UnscoredInsufficient · 0
$6,563106,530 mi

Blaine, WA

2015 Chrysler 200 LX

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

2015 Chrysler 200 LX

Blaine, WA

UnscoredInsufficient · 0
$6,59789,803 mi

Blaine, 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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