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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

6.1M+

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

91 listings found

2014 Chevrolet Captiva Sport 2LS

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

2014 Chevrolet Captiva Sport 2LS

Lakewood, WA

UnscoredInsufficient · 3
$2,900151,000 mi

Comparison: 3 similar vehicles

Lakewood, WA

2013 Chevrolet Traverse LTZ

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

2013 Chevrolet Traverse LTZ

Lakewood, WA

UnscoredInsufficient · 0
$3,400200,750 mi

Lakewood, WA

2010 Chevrolet Malibu 1LS

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

2010 Chevrolet Malibu 1LS

Lakewood, WA

UnscoredInsufficient · 0
$3,495234,322 mi

Lakewood, WA

2015 Chevrolet Spark LS

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

2015 Chevrolet Spark LS

Lakewood, WA

UnscoredInsufficient · 3
$3,500112,557 mi

Comparison: 3 similar vehicles

Lakewood, WA

2007 Chevrolet Malibu LT

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

2007 Chevrolet Malibu LT

Lakewood, WA

UnscoredInsufficient · 4
$3,699125,599 mi

Comparison: 4 similar vehicles

Lakewood, WA

2016 Chevrolet Trax LTZ

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

2016 Chevrolet Trax LTZ

Lakewood, WA

UnscoredInsufficient · 3
$3,800173,000 mi

Comparison: 3 similar vehicles

Lakewood, WA

2015 Chevrolet Malibu 1LS

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

2015 Chevrolet Malibu 1LS

Lakewood, WA

UnscoredInsufficient · 4
$3,999186,802 mi

Comparison: 4 similar vehicles

Lakewood, WA

2013 Chevrolet Cruze 2LT

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

2013 Chevrolet Cruze 2LT

Lakewood, WA

UnscoredInsufficient · 0
$3,999120,276 mi

Lakewood, WA

2011 Chevrolet Cruze ECO

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

2011 Chevrolet Cruze ECO

Lakewood, WA

UnscoredInsufficient · 0
$3,999147,683 mi

Lakewood, WA

2011 Chevrolet Traverse 2LT

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

2011 Chevrolet Traverse 2LT

Lakewood, WA

UnscoredLimited · 8
$3,999139,452 mi

Comparison: 8 similar vehicles

Lakewood, WA

2015 Chevrolet Cruze LS

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

2015 Chevrolet Cruze LS

Lakewood, WA

UnscoredInsufficient · 3
$4,255215,166 mi

Comparison: 3 similar vehicles

Lakewood, WA

2013 Chevrolet Cruze ECO

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

2013 Chevrolet Cruze ECO

Lakewood, WA

UnscoredInsufficient · 0
$4,400139,523 mi

Lakewood, WA

2008 Chevrolet Impala LS

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

2008 Chevrolet Impala LS

Lakewood, WA

UnscoredInsufficient · 4
$4,495157,455 mi

Comparison: 4 similar vehicles

Lakewood, WA

2010 Chevrolet Equinox 1LT

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

2010 Chevrolet Equinox 1LT

Lakewood, WA

UnscoredInsufficient · 3
$4,500133,800 mi

Comparison: 3 similar vehicles

Lakewood, WA

2012 Chevrolet Sonic 1LS

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

2012 Chevrolet Sonic 1LS

Lakewood, WA

UnscoredInsufficient · 0
$4,855188,126 mi

Lakewood, WA

2012 Chevrolet Equinox 2LT

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

2012 Chevrolet Equinox 2LT

Lakewood, WA

UnscoredInsufficient · 4
$4,900151,831 mi

Comparison: 4 similar vehicles

Lakewood, WA

2014 Chevrolet Cruze LS

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

2014 Chevrolet Cruze LS

Lakewood, WA

UnscoredLimited · 5
$4,999129,963 mi

Comparison: 5 similar vehicles

Lakewood, WA

2011 Chevrolet HHR LT

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

2011 Chevrolet HHR LT

Lakewood, WA

UnscoredInsufficient · 0
$5,350186,890 mi

Lakewood, WA

2012 Chevrolet Malibu Fleet

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

2012 Chevrolet Malibu Fleet

Lakewood, WA

UnscoredInsufficient · 3
$5,999156,979 mi

Comparison: 3 similar vehicles

Lakewood, WA

2016 Chevrolet Traverse 1LT

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

2016 Chevrolet Traverse 1LT

Lakewood, WA

UnscoredInsufficient · 4
$6,499127,724 mi

Comparison: 4 similar vehicles

Lakewood, WA

No Photo

2018 Chevrolet Cruze LS

Lakewood, WA

UnscoredInsufficient · 3
$6,50075,000 mi

Comparison: 3 similar vehicles

Lakewood, WA

2016 Chevrolet Impala 2LT

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

2016 Chevrolet Impala 2LT

Lakewood, WA

UnscoredInsufficient · 0
$6,500165,798 mi

Lakewood, WA

2020 Chevrolet Spark 1LT

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

2020 Chevrolet Spark 1LT

Lakewood, WA

UnscoredInsufficient · 4
$6,699101,948 mi

Comparison: 4 similar vehicles

Lakewood, WA

2017 Chevrolet Malibu 1LT

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

2017 Chevrolet Malibu 1LT

Lakewood, WA

UnscoredLimited · 10
$6,900133,000 mi

Comparison: 10 similar vehicles

Lakewood, WA

2010 Chevrolet Avalanche LS

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

2010 Chevrolet Avalanche LS

Lakewood, WA

UnscoredInsufficient · 0
$6,900168,785 mi

Lakewood, WA

2007 Chevrolet Suburban LS

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

2007 Chevrolet Suburban LS

Lakewood, WA

UnscoredInsufficient · 3
$6,900160,000 mi

Comparison: 3 similar vehicles

Lakewood, WA

2016 Chevrolet Traverse 1LT

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

2016 Chevrolet Traverse 1LT

Lakewood, WA

UnscoredInsufficient · 4
$7,199107,471 mi

Comparison: 4 similar vehicles

Lakewood, WA

2015 Chevrolet Malibu 2LT

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

2015 Chevrolet Malibu 2LT

Lakewood, WA

UnscoredInsufficient · 0
$7,19998,303 mi

Lakewood, WA

2019 Chevrolet Traverse 1LT

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

2019 Chevrolet Traverse 1LT

Lakewood, WA

UnscoredInsufficient · 4
$7,400237,334 mi

Comparison: 4 similar vehicles

Lakewood, WA

2013 Chevrolet Impala 2FL

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

2013 Chevrolet Impala 2FL

Lakewood, WA

UnscoredInsufficient · 0
$7,750145,340 mi

Lakewood, WA

2019 Chevrolet Malibu 1LT

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

2019 Chevrolet Malibu 1LT

Lakewood, WA

Salvage title
$7,90056,000 mi

Lakewood, WA

2019 Chevrolet Equinox 2FL

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

2019 Chevrolet Equinox 2FL

Lakewood, WA

UnscoredLimited · 15
$8,199144,318 mi

Comparison: 15 similar vehicles

Lakewood, WA

2005 Chevrolet Tahoe

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

2005 Chevrolet Tahoe

Lakewood, WA

UnscoredInsufficient · 0
$8,500210,805 mi

Lakewood, WA

2011 Chevrolet Colorado 1LT

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

2011 Chevrolet Colorado 1LT

Lakewood, WA

UnscoredInsufficient · 4
$8,999130,827 mi

Comparison: 4 similar vehicles

Lakewood, WA

2009 Chevrolet Tahoe LT2

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

2009 Chevrolet Tahoe LT2

Lakewood, WA

UnscoredInsufficient · 0
$9,349255,890 mi

Lakewood, WA

2010 Chevrolet Malibu Fleet

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

2010 Chevrolet Malibu Fleet

Lakewood, WA

UnscoredInsufficient · 0
$9,395185,675 mi

Lakewood, WA

2010 Chevrolet HHR LS

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

2010 Chevrolet HHR LS

Lakewood, WA

UnscoredInsufficient · 0
$9,795171,926 mi

Lakewood, WA

2014 Chevrolet Express Cargo Work Van

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

2014 Chevrolet Express Cargo Work Van

Lakewood, WA

UnscoredLimited · 11
$10,199170,065 mi

Comparison: 11 similar vehicles

Lakewood, WA

2016 Chevrolet Malibu 2LZ Premier

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

2016 Chevrolet Malibu 2LZ Premier

Lakewood, WA

UnscoredLimited · 9
$10,495106,832 mi

Comparison: 9 similar vehicles

Lakewood, WA

2020 Chevrolet Equinox Premier

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

2020 Chevrolet Equinox Premier

Lakewood, WA

UnscoredLimited · 16
$10,900163,461 mi

Comparison: 16 similar vehicles

Lakewood, WA

2018 Chevrolet Volt LT

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

2018 Chevrolet Volt LT

Lakewood, WA

UnscoredInsufficient · 3
$11,199113,808 mi

Comparison: 3 similar vehicles

Lakewood, WA

2015 Chevrolet Express Cargo Work Van

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

2015 Chevrolet Express Cargo Work Van

Lakewood, WA

UnscoredLimited · 9
$12,199168,981 mi

Comparison: 9 similar vehicles

Lakewood, WA

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Lakewood, WA

UnscoredLimited · 9
$13,69994,972 mi

Comparison: 9 similar vehicles

Lakewood, WA

2018 Chevrolet Impala 1LT

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

2018 Chevrolet Impala 1LT

Lakewood, WA

UnscoredInsufficient · 0
$13,99588,271 mi

Lakewood, WA

2024 Chevrolet Equinox 1FL

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

2024 Chevrolet Equinox 1FL

Lakewood, WA

UnscoredInsufficient · 0
$15,199120,291 mi

Lakewood, WA

2019 Chevrolet Silverado 2500HD Work Truck

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

2019 Chevrolet Silverado 2500HD Work Truck

Lakewood, WA

UnscoredInsufficient · 0
$15,199195,262 mi

Lakewood, WA

2019 Chevrolet Silverado 1500 LD Work Truck 1WT

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

2019 Chevrolet Silverado 1500 LD Work Truck 1WT

Lakewood, WA

UnscoredInsufficient · 0
$15,99997,177 mi

Lakewood, WA

2022 Chevrolet Equinox 1FL

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

2022 Chevrolet Equinox 1FL

Lakewood, WA

UnscoredInsufficient · 4
$16,19996,827 mi

Comparison: 4 similar vehicles

Lakewood, WA

2015 Chevrolet Express Cargo Work Van

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

2015 Chevrolet Express Cargo Work Van

Lakewood, WA

UnscoredLimited · 9
$16,199101,956 mi

Comparison: 9 similar vehicles

Lakewood, WA

2022 Chevrolet Equinox 2FL

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

2022 Chevrolet Equinox 2FL

Lakewood, WA

UnscoredLimited · 8
$16,49066,391 mi

Comparison: 8 similar vehicles

Lakewood, 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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