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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 25, 2026

6M+

Unique vehicles analyzed

as of October 25, 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

195 listings found

2006 Chevrolet Malibu LT

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

2006 Chevrolet Malibu LT

Lynnwood, WA

UnscoredInsufficient · 0
$2,499206,473 mi

Lynnwood, WA

2005 Chevrolet Impala Base

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

2005 Chevrolet Impala Base

Lynnwood, WA

UnscoredInsufficient · 0
$2,499205,512 mi

Lynnwood, WA

2007 Chevrolet Malibu LT

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

2007 Chevrolet Malibu LT

Lynnwood, WA

UnscoredInsufficient · 0
$2,999243,469 mi

Lynnwood, WA

2008 Chevrolet Cobalt LT

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

2008 Chevrolet Cobalt LT

Lynnwood, WA

UnscoredInsufficient · 0
$3,499138,903 mi

Lynnwood, WA

2001 Chevrolet Cavalier Base

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

2001 Chevrolet Cavalier Base

Lynnwood, WA

UnscoredInsufficient · 0
$3,499143,837 mi

Lynnwood, WA

2005 Chevrolet Equinox LT

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

2005 Chevrolet Equinox LT

Lynnwood, WA

UnscoredInsufficient · 4
$3,899117,318 mi

Comparison: 4 similar vehicles

Lynnwood, WA

2015 Chevrolet City Express 1LT

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

2015 Chevrolet City Express 1LT

Lynnwood, WA

UnscoredInsufficient · 0
$3,999209,618 mi

Lynnwood, WA

2014 Chevrolet Sonic LS

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

2014 Chevrolet Sonic LS

Lynnwood, WA

UnscoredInsufficient · 0
$3,999102,929 mi

Lynnwood, WA

2005 Chevrolet Tahoe

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

2005 Chevrolet Tahoe

Lynnwood, WA

UnscoredInsufficient · 0
$3,999218,544 mi

Lynnwood, WA

2011 Chevrolet Malibu LTZ

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

2011 Chevrolet Malibu LTZ

Lynnwood, WA

UnscoredInsufficient · 0
$4,195180,066 mi

Lynnwood, WA

2011 Chevrolet Cruze LS

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

2011 Chevrolet Cruze LS

Lynnwood, WA

UnscoredInsufficient · 0
$4,499153,287 mi

Lynnwood, WA

2012 Chevrolet Captiva Sport 2LS

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

2012 Chevrolet Captiva Sport 2LS

Lynnwood, WA

UnscoredInsufficient · 0
$4,645100,782 mi

Lynnwood, WA

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Lynnwood, WA

UnscoredInsufficient · 4
$4,695217,665 mi

Comparison: 4 similar vehicles

Lynnwood, WA

2013 Chevrolet Traverse LTZ

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

2013 Chevrolet Traverse LTZ

Lynnwood, WA

UnscoredInsufficient · 0
$4,995182,408 mi

Lynnwood, WA

2012 Chevrolet Malibu 1LZ

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

2012 Chevrolet Malibu 1LZ

Lynnwood, WA

UnscoredInsufficient · 0
$4,999145,297 mi

Lynnwood, WA

2012 Chevrolet Traverse 1LT

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

2012 Chevrolet Traverse 1LT

Lynnwood, WA

UnscoredInsufficient · 0
$4,999151,051 mi

Lynnwood, WA

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Lynnwood, WA

UnscoredInsufficient · 3
$4,999214,856 mi

Comparison: 3 similar vehicles

Lynnwood, WA

2002 Chevrolet Avalanche Base

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

2002 Chevrolet Avalanche Base

Lynnwood, WA

UnscoredLimited · 6
$4,999133,301 mi

Comparison: 6 similar vehicles

Lynnwood, WA

2000 Chevrolet Silverado BASE

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

2000 Chevrolet Silverado BASE

Lynnwood, WA

UnscoredInsufficient · 0
$4,999334,055 mi

Lynnwood, WA

2017 Chevrolet Sonic LT

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

2017 Chevrolet Sonic LT

Lynnwood, WA

UnscoredLimited · 8
$5,49989,854 mi

Comparison: 8 similar vehicles

Lynnwood, WA

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Lynnwood, WA

UnscoredLimited · 19
$5,499160,267 mi

Comparison: 19 similar vehicles

Lynnwood, WA

2015 Chevrolet Trax LS

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

2015 Chevrolet Trax LS

Lynnwood, WA

UnscoredInsufficient · 3
$5,795118,958 mi

Comparison: 3 similar vehicles

Lynnwood, WA

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Lynnwood, WA

UnscoredInsufficient · 4
$5,995171,607 mi

Comparison: 4 similar vehicles

Lynnwood, WA

2014 Chevrolet Sonic LT

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

2014 Chevrolet Sonic LT

Lynnwood, WA

UnscoredInsufficient · 4
$5,995122,625 mi

Comparison: 4 similar vehicles

Lynnwood, WA

2013 Chevrolet Volt Base

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

2013 Chevrolet Volt Base

Lynnwood, WA

UnscoredInsufficient · 3
$5,995150,277 mi

Comparison: 3 similar vehicles

Lynnwood, WA

2010 Chevrolet Cobalt LS

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

2010 Chevrolet Cobalt LS

Lynnwood, WA

UnscoredInsufficient · 0
$5,995123,292 mi

Lynnwood, WA

2008 Chevrolet Uplander Cargo

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

2008 Chevrolet Uplander Cargo

Lynnwood, WA

UnscoredInsufficient · 0
$5,995150,606 mi

Lynnwood, WA

2005 Chevrolet Silverado 1500 LT

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

2005 Chevrolet Silverado 1500 LT

Lynnwood, WA

UnscoredInsufficient · 0
$5,995418,877 mi

Lynnwood, WA

2018 Chevrolet Trax LT

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

2018 Chevrolet Trax LT

Lynnwood, WA

UnscoredInsufficient · 3
$5,999147,697 mi

Comparison: 3 similar vehicles

Lynnwood, WA

2016 Chevrolet Impala Limited 1LZ

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

2016 Chevrolet Impala Limited 1LZ

Lynnwood, WA

UnscoredInsufficient · 0
$5,99999,989 mi

Lynnwood, WA

2011 Chevrolet Aveo

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

2011 Chevrolet Aveo

Lynnwood, WA

UnscoredInsufficient · 0
$5,999192,118 mi

Lynnwood, WA

2008 Chevrolet Cobalt LS

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

2008 Chevrolet Cobalt LS

Lynnwood, WA

UnscoredInsufficient · 0
$5,999127,615 mi

Lynnwood, WA

2008 Chevrolet HHR LS

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

2008 Chevrolet HHR LS

Lynnwood, WA

UnscoredInsufficient · 0
$5,999186,424 mi

Lynnwood, WA

1997 Chevrolet Suburban Base

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

1997 Chevrolet Suburban Base

Lynnwood, WA

UnscoredInsufficient · 0
$5,999192,324 mi

Lynnwood, WA

2013 Chevrolet Cruze ECO

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

2013 Chevrolet Cruze ECO

Lynnwood, WA

UnscoredInsufficient · 0
$6,49991,226 mi

Lynnwood, WA

2008 Chevrolet HHR LS

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

2008 Chevrolet HHR LS

Lynnwood, WA

UnscoredInsufficient · 3
$6,78966,394 mi

Comparison: 3 similar vehicles

Lynnwood, WA

1999 Chevrolet Express Base

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

1999 Chevrolet Express Base

Lynnwood, WA

UnscoredInsufficient · 0
$6,798114,267 mi

Lynnwood, WA

2014 Chevrolet Sonic LTZ

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

2014 Chevrolet Sonic LTZ

Lynnwood, WA

UnscoredInsufficient · 0
$6,95064,458 mi

Lynnwood, WA

2016 Chevrolet Cruze LT

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

2016 Chevrolet Cruze LT

Lynnwood, WA

UnscoredLimited · 5
$6,995134,169 mi

Comparison: 5 similar vehicles

Lynnwood, WA

2016 Chevrolet Traverse 1LT

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

2016 Chevrolet Traverse 1LT

Lynnwood, WA

UnscoredLimited · 11
$6,995186,123 mi

Comparison: 11 similar vehicles

Lynnwood, WA

2009 Chevrolet Impala LT

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

2009 Chevrolet Impala LT

Lynnwood, WA

UnscoredInsufficient · 0
$6,995164,890 mi

Lynnwood, WA

2008 Chevrolet Uplander LS

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

2008 Chevrolet Uplander LS

Lynnwood, WA

UnscoredInsufficient · 0
$6,99583,190 mi

Lynnwood, WA

2002 Chevrolet Tracker LT

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

2002 Chevrolet Tracker LT

Lynnwood, WA

UnscoredInsufficient · 0
$6,99858,601 mi

Lynnwood, WA

2015 Chevrolet Spark LS

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

2015 Chevrolet Spark LS

Lynnwood, WA

UnscoredInsufficient · 3
$6,99981,879 mi

Comparison: 3 similar vehicles

Lynnwood, WA

2008 Chevrolet Silverado 1500 Work Truck

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

2008 Chevrolet Silverado 1500 Work Truck

Lynnwood, WA

UnscoredInsufficient · 4
$6,999187,075 mi

Comparison: 4 similar vehicles

Lynnwood, WA

2011 Chevrolet Traverse LTZ

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

2011 Chevrolet Traverse LTZ

Lynnwood, WA

UnscoredInsufficient · 0
$7,100114,479 mi

Lynnwood, WA

2017 Chevrolet Traverse 2LT

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

2017 Chevrolet Traverse 2LT

Lynnwood, WA

UnscoredInsufficient · 3
$7,195142,631 mi

Comparison: 3 similar vehicles

Lynnwood, WA

2015 Chevrolet Malibu Fleet

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

2015 Chevrolet Malibu Fleet

Lynnwood, WA

UnscoredInsufficient · 0
$7,19593,730 mi

Lynnwood, WA

2013 Chevrolet Captiva Sport 2LS

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

2013 Chevrolet Captiva Sport 2LS

Lynnwood, WA

UnscoredInsufficient · 0
$7,477164,913 mi

Lynnwood, WA

2018 Chevrolet Malibu 1LS

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

2018 Chevrolet Malibu 1LS

Lynnwood, WA

UnscoredInsufficient · 0
$7,499156,207 mi

Lynnwood, WA

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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