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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 4, 2026

6.8M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

946 listings found

2006 Scion xA Base

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

2006 Scion xA Base

Chehalis, WA

Unscored
$3,999141,961 mi

Comparison: 9 similar vehicles

Chehalis, WA

2003 Honda Civic EX

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

2003 Honda Civic EX

Chehalis, WA

UnscoredInsufficient · 3
$4,199196,784 mi

Comparison: 3 similar vehicles

Chehalis, WA

1999 Mazda Protege DX

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

1999 Mazda Protege DX

Chehalis, WA

UnscoredInsufficient · 0
$4,499216,517 mi

Chehalis, WA

1997 Ford F-150

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

1997 Ford F-150

Chehalis, WA

UnscoredInsufficient · 0
$4,499241,500 mi

Chehalis, WA

2009 Ford Focus SES

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

2009 Ford Focus SES

Chehalis, WA

Unscored
$4,699151,618 mi

Comparison: 5 similar vehicles

Chehalis, WA

2008 Ford Focus SE

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

2008 Ford Focus SE

Chehalis, WA

Unscored
$4,699119,464 mi

Comparison: 5 similar vehicles

Chehalis, WA

2004 Ford Expedition XLT

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

2004 Ford Expedition XLT

Chehalis, WA

UnscoredInsufficient · 0
$5,000149,372 mi

Chehalis, WA

2008 Subaru Outback I

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

2008 Subaru Outback I

Chehalis, WA

UnscoredInsufficient · 4
$5,990212,501 mi

Comparison: 4 similar vehicles

Chehalis, WA

2009 Hyundai Sonata GLS

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

2009 Hyundai Sonata GLS

Chehalis, WA

Unscored
$5,999185,346 mi

Comparison: 9 similar vehicles

Chehalis, WA

2008 Saturn Aura XE

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

2008 Saturn Aura XE

Chehalis, WA

UnscoredInsufficient · 0
$5,99953,974 mi

Chehalis, WA

2014 Volkswagen Tiguan S

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

2014 Volkswagen Tiguan S

Chehalis, WA

UnscoredInsufficient · 0
$6,050167,701 mi

Chehalis, WA

2004 Nissan Murano SL 2WD

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

2004 Nissan Murano SL 2WD

Chehalis, WA

UnscoredInsufficient · 0
$6,50099,408 mi

Chehalis, WA

2011 Ford Fusion SEL

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

2011 Ford Fusion SEL

Chehalis, WA

UnscoredInsufficient · 0
$6,89994,069 mi

Chehalis, WA

2001 Pontiac Bonneville SSEi

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

2001 Pontiac Bonneville SSEi

Chehalis, WA

UnscoredInsufficient · 0
$6,999104,401 mi

Chehalis, WA

2015 Kia Soul Base

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

2015 Kia Soul Base

Chehalis, WA

Fair PriceModerate · 22
$7,199107,170 mi

Market: $3,800 – $11,695

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 369 days listed (based on current market benchmarks)

Chehalis, WA

2006 GMC Sierra 1500 Work Truck

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

2006 GMC Sierra 1500 Work Truck

Chehalis, WA

UnscoredInsufficient · 0
$7,199184,833 mi

Chehalis, WA

2003 GMC Envoy SLE

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

2003 GMC Envoy SLE

Chehalis, WA

UnscoredInsufficient · 0
$7,50099,598 mi

Chehalis, WA

2010 Mercedes-Benz E-Class E350

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

2010 Mercedes-Benz E-Class E350

Chehalis, WA

UnscoredInsufficient · 0
$7,700126,228 mi

Chehalis, WA

2009 Ford Mustang Premium

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

2009 Ford Mustang Premium

Chehalis, WA

UnscoredInsufficient · 0
$8,199147,479 mi

Chehalis, WA

2005 Dodge Ram 1500 Pickup SLT

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

2005 Dodge Ram 1500 Pickup SLT

Chehalis, WA

UnscoredInsufficient · 3
$8,199170,757 mi

Comparison: 3 similar vehicles

Chehalis, WA

2014 Ford F-150 XL

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

2014 Ford F-150 XL

Chehalis, WA

UnscoredInsufficient · 3
$8,499165,440 mi

Comparison: 3 similar vehicles

Chehalis, WA

2020 Hyundai Accent SE

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

2020 Hyundai Accent SE

Chehalis, WA

UnscoredInsufficient · 0
$9,19978,552 mi

Chehalis, WA

2015 Honda Odyssey Touring Elite

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

2015 Honda Odyssey Touring Elite

Chehalis, WA

UnscoredInsufficient · 0
$9,199185,381 mi

Chehalis, WA

2012 Toyota Corolla LE

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

2012 Toyota Corolla LE

Chehalis, WA

Unscored
$9,411153,513 mi

Comparison: 18 similar vehicles

Chehalis, WA

2014 Ford Taurus Limited

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

2014 Ford Taurus Limited

Chehalis, WA

UnscoredInsufficient · 0
$9,700105,556 mi

Chehalis, WA

2012 Ford Fiesta SE

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

2012 Ford Fiesta SE

Chehalis, WA

UnscoredInsufficient · 0
$9,71147,971 mi

Chehalis, WA

No Photo

2012 Ford Fusion SE

Chehalis, WA

OverpricedLimited · 10
$9,81181,219 mi

Market: $3,600 – $6,694

Comparison: 10 similar vehicles

Priced ~47% above the typical market range for similar vehicles (based on current market benchmarks)

Chehalis, WA

No Photo

2011 Lexus IS 250

Chehalis, WA

UnscoredInsufficient · 3
$9,811167,386 mi

Comparison: 3 similar vehicles

Chehalis, WA

2020 Kia RIO LX

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

2020 Kia RIO LX

Chehalis, WA

UnscoredInsufficient · 3
$10,19980,319 mi

Comparison: 3 similar vehicles

Chehalis, WA

2013 Toyota Prius Four

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

2013 Toyota Prius Four

Chehalis, WA

Unscored
$10,199173,121 mi

Comparison: 13 similar vehicles

Chehalis, WA

2019 Nissan Versa Sedan S

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

2019 Nissan Versa Sedan S

Chehalis, WA

UnscoredInsufficient · 0
$10,81137,702 mi

Chehalis, WA

2014 Hyundai Santa Fe Sport 2.0T

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

2014 Hyundai Santa Fe Sport 2.0T

Chehalis, WA

OverpricedModerate · 22
$10,81192,716 mi

Market: $8,995 – $9,498

Comparison: 22 similar vehicles

Priced ~14% above the typical market range for similar vehicles (based on current market benchmarks)

Chehalis, WA

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Chehalis, WA

Unscored
$10,900163,450 mi

Comparison: 8 similar vehicles

Chehalis, WA

2018 Dodge Grand Caravan SXT

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

2018 Dodge Grand Caravan SXT

Chehalis, WA

Unscored
$10,90499,954 mi

Comparison: 7 similar vehicles

Chehalis, WA

2016 Ford Escape SE

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

2016 Ford Escape SE

Chehalis, WA

OverpricedLimited · 12
$11,81166,961 mi

Market: $7,788 – $9,955

Comparison: 12 similar vehicles

Priced ~19% above the typical market range for similar vehicles (based on current market benchmarks)

Chehalis, WA

2020 Kia Soul LX

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

2020 Kia Soul LX

Chehalis, WA

Unscored
$12,11192,753 mi

Comparison: 6 similar vehicles

Chehalis, WA

2019 Chevrolet Spark 1LT

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

2019 Chevrolet Spark 1LT

Chehalis, WA

UnscoredInsufficient · 0
$12,41160,148 mi

Chehalis, WA

2016 Scion iM Base

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

2016 Scion iM Base

Chehalis, WA

Unscored
$12,700111,423 mi

Comparison: 7 similar vehicles

Chehalis, WA

2012 Toyota Camry SE

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

2012 Toyota Camry SE

Chehalis, WA

Unscored
$12,711126,775 mi

Comparison: 11 similar vehicles

Chehalis, WA

2021 Jeep Cherokee Limited

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

2021 Jeep Cherokee Limited

Chehalis, WA

UnscoredInsufficient · 0
$12,750148,846 mi

Chehalis, WA

2013 Ford Edge SE

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

2013 Ford Edge SE

Chehalis, WA

UnscoredInsufficient · 0
$12,81133,691 mi

Chehalis, WA

2012 Honda Accord LX-P

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

2012 Honda Accord LX-P

Chehalis, WA

UnscoredInsufficient · 0
$12,81174,976 mi

Chehalis, WA

2019 Mercedes-Benz GLA-Class GLA250

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

2019 Mercedes-Benz GLA-Class GLA250

Chehalis, WA

Unscored
$12,825132,110 mi

Comparison: 15 similar vehicles

Chehalis, WA

2018 Honda Accord Sport

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

2018 Honda Accord Sport

Chehalis, WA

Unscored
$12,950189,754 mi

Comparison: 35 similar vehicles

Chehalis, WA

2019 Buick Encore Preferred

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

2019 Buick Encore Preferred

Chehalis, WA

Fair PriceModerate · 42
$13,50074,302 mi

Market: $8,900 – $16,784

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Chehalis, WA

2015 Jeep Grand Cherokee Overland

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

2015 Jeep Grand Cherokee Overland

Chehalis, WA

Fair PriceLimited · 12
$13,81194,454 mi

Market: $8,495 – $16,995

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 99 days listed (based on current market benchmarks)

Chehalis, WA

2014 Honda Civic LX

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

2014 Honda Civic LX

Chehalis, WA

OverpricedModerate · 37
$13,81178,173 mi

Market: $5,995 – $12,876

Comparison: 37 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Chehalis, WA

2010 Jeep Wrangler Unlimited Sahara

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

2010 Jeep Wrangler Unlimited Sahara

Chehalis, WA

Unscored
$13,999170,995 mi

Comparison: 5 similar vehicles

Chehalis, WA

2015 Honda Civic EX-L

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

2015 Honda Civic EX-L

Chehalis, WA

Unscored
$14,701115,881 mi

Comparison: 9 similar vehicles

Chehalis, WA

2021 Ford EcoSport Titanium

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

2021 Ford EcoSport Titanium

Chehalis, WA

UnscoredInsufficient · 0
$14,76974,858 mi

Chehalis, 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 recently 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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