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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

226 listings found

2006 Chevrolet TrailBlazer LS

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

2006 Chevrolet TrailBlazer LS

Lakewood, CO

UnscoredInsufficient · 4
$2,988208,668 mi

Comparison: 4 similar vehicles

Lakewood, CO

2008 Chevrolet Cobalt LS

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

2008 Chevrolet Cobalt LS

Lakewood, CO

UnscoredInsufficient · 0
$3,988140,817 mi

Lakewood, CO

2005 Chevrolet Cobalt LT

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

2005 Chevrolet Cobalt LT

Lakewood, CO

UnscoredInsufficient · 0
$3,988187,393 mi

Lakewood, CO

2005 Chevrolet TrailBlazer LS

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

2005 Chevrolet TrailBlazer LS

Lakewood, CO

UnscoredInsufficient · 0
$3,988206,798 mi

Lakewood, CO

2003 Chevrolet TrailBlazer LT

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

2003 Chevrolet TrailBlazer LT

Lakewood, CO

UnscoredInsufficient · 0
$3,988225,125 mi

Lakewood, CO

2002 Chevrolet Monte Carlo LS

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

2002 Chevrolet Monte Carlo LS

Lakewood, CO

UnscoredInsufficient · 0
$3,988185,471 mi

Lakewood, CO

1998 Chevrolet Tahoe LS

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

1998 Chevrolet Tahoe LS

Lakewood, CO

UnscoredInsufficient · 0
$4,988212,783 mi

Lakewood, CO

2016 Chevrolet Cruze Limited 1LT

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

2016 Chevrolet Cruze Limited 1LT

Lakewood, CO

UnscoredLimited · 19
$5,988158,876 mi

Comparison: 19 similar vehicles

Lakewood, CO

2014 Chevrolet Spark 1LT

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

2014 Chevrolet Spark 1LT

Lakewood, CO

UnscoredInsufficient · 0
$5,988137,346 mi

Lakewood, CO

2013 Chevrolet Cruze LTZ

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

2013 Chevrolet Cruze LTZ

Lakewood, CO

UnscoredInsufficient · 0
$5,988131,000 mi

Lakewood, CO

2012 Chevrolet Impala 2FL

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

2012 Chevrolet Impala 2FL

Lakewood, CO

UnscoredInsufficient · 0
$5,988150,000 mi

Lakewood, CO

2008 Chevrolet Malibu LT

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

2008 Chevrolet Malibu LT

Lakewood, CO

UnscoredInsufficient · 0
$5,988207,000 mi

Lakewood, CO

2003 Chevrolet Tahoe LS

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

2003 Chevrolet Tahoe LS

Lakewood, CO

UnscoredInsufficient · 0
$5,988227,281 mi

Lakewood, CO

2003 Chevrolet Suburban LS

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

2003 Chevrolet Suburban LS

Lakewood, CO

UnscoredInsufficient · 0
$5,988248,569 mi

Lakewood, CO

2004 Chevrolet Impala LS

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

2004 Chevrolet Impala LS

Lakewood, CO

UnscoredInsufficient · 0
$6,249111,892 mi

Lakewood, CO

2002 Chevrolet Tahoe LS

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

2002 Chevrolet Tahoe LS

Lakewood, CO

UnscoredInsufficient · 0
$6,499182,692 mi

Lakewood, CO

2008 Chevrolet HHR LT

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

2008 Chevrolet HHR LT

Lakewood, CO

UnscoredInsufficient · 0
$6,911139,610 mi

Lakewood, CO

2012 Chevrolet Impala 2FL

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

2012 Chevrolet Impala 2FL

Lakewood, CO

UnscoredInsufficient · 0
$6,988118,836 mi

Lakewood, CO

2003 Chevrolet Tahoe LS

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

2003 Chevrolet Tahoe LS

Lakewood, CO

UnscoredInsufficient · 0
$6,988198,021 mi

Lakewood, CO

No Photo

1990 Chevrolet GMT400

Lakewood, CO

UnscoredInsufficient · 0
$6,988181,308 mi

Lakewood, CO

2015 Chevrolet Trax LS

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

2015 Chevrolet Trax LS

Lakewood, CO

UnscoredInsufficient · 4
$6,990115,009 mi

Comparison: 4 similar vehicles

Lakewood, CO

2012 Chevrolet Malibu 1LS

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

2012 Chevrolet Malibu 1LS

Lakewood, CO

UnscoredInsufficient · 0
$7,98868,177 mi

Lakewood, CO

2002 Chevrolet Avalanche Base

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

2002 Chevrolet Avalanche Base

Lakewood, CO

UnscoredInsufficient · 0
$7,988207,000 mi

Lakewood, CO

1987 Chevrolet Corvette

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

1987 Chevrolet Corvette

Lakewood, CO

UnscoredInsufficient · 0
$7,98863,594 mi

Lakewood, CO

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Lakewood, CO

UnscoredLimited · 6
$7,999134,458 mi

Comparison: 6 similar vehicles

Lakewood, CO

2008 Chevrolet Express Cargo Work Van

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

2008 Chevrolet Express Cargo Work Van

Lakewood, CO

UnscoredInsufficient · 3
$7,999138,012 mi

Comparison: 3 similar vehicles

Lakewood, CO

2005 Chevrolet Silverado 1500 Z71

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

2005 Chevrolet Silverado 1500 Z71

Lakewood, CO

UnscoredInsufficient · 0
$8,000211,733 mi

Lakewood, CO

2017 Chevrolet Traverse LS

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

2017 Chevrolet Traverse LS

Lakewood, CO

UnscoredInsufficient · 3
$8,593158,760 mi

Comparison: 3 similar vehicles

Lakewood, CO

2016 Chevrolet Cruze Limited 1LT

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

2016 Chevrolet Cruze Limited 1LT

Lakewood, CO

UnscoredLimited · 7
$8,667107,107 mi

Comparison: 7 similar vehicles

Lakewood, CO

2013 Chevrolet Malibu 1LS

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

2013 Chevrolet Malibu 1LS

Lakewood, CO

UnscoredInsufficient · 0
$8,695103,371 mi

Lakewood, CO

2016 Chevrolet Malibu 1LT

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

2016 Chevrolet Malibu 1LT

Lakewood, CO

UnscoredLimited · 5
$8,700100,879 mi

Comparison: 5 similar vehicles

Lakewood, CO

2015 Chevrolet Cruze ECO

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

2015 Chevrolet Cruze ECO

Lakewood, CO

UnscoredInsufficient · 0
$8,899126,735 mi

Lakewood, CO

2014 Chevrolet Impala 2FL

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

2014 Chevrolet Impala 2FL

Lakewood, CO

UnscoredInsufficient · 0
$8,988113,414 mi

Lakewood, CO

2018 Chevrolet Cruze LT

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

2018 Chevrolet Cruze LT

Lakewood, CO

UnscoredLimited · 5
$8,990117,896 mi

Comparison: 5 similar vehicles

Lakewood, CO

2018 Chevrolet Equinox LS

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

2018 Chevrolet Equinox LS

Lakewood, CO

Salvage title
$8,99949,336 mi

Lakewood, CO

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Lakewood, CO

UnscoredInsufficient · 4
$8,999109,185 mi

Comparison: 4 similar vehicles

Lakewood, CO

2017 Chevrolet Cruze LS

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

2017 Chevrolet Cruze LS

Lakewood, CO

UnscoredInsufficient · 3
$9,49462,448 mi

Comparison: 3 similar vehicles

Lakewood, CO

2020 Chevrolet Equinox Premier

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

2020 Chevrolet Equinox Premier

Lakewood, CO

UnscoredLimited · 15
$9,900153,726 mi

Comparison: 15 similar vehicles

Lakewood, CO

2017 Chevrolet Impala 1LT

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

2017 Chevrolet Impala 1LT

Lakewood, CO

UnscoredInsufficient · 3
$9,900144,983 mi

Comparison: 3 similar vehicles

Lakewood, CO

No Photo

2004 Chevrolet TrailBlazer LT

Lakewood, CO

UnscoredInsufficient · 0
$9,988151,923 mi

Lakewood, CO

2007 Chevrolet Tahoe LS

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

2007 Chevrolet Tahoe LS

Lakewood, CO

UnscoredInsufficient · 0
$10,498188,883 mi

Lakewood, CO

1987 Chevrolet Corvette

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

1987 Chevrolet Corvette

Lakewood, CO

UnscoredInsufficient · 0
$10,49874,852 mi

Lakewood, CO

2014 Chevrolet Traverse 1LT

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

2014 Chevrolet Traverse 1LT

Lakewood, CO

Salvage title
$10,49965,328 mi

Lakewood, CO

2015 Chevrolet Suburban LT

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

2015 Chevrolet Suburban LT

Lakewood, CO

UnscoredLimited · 6
$10,900187,071 mi

Comparison: 6 similar vehicles

Lakewood, CO

No Photo

2014 Chevrolet Sonic LT

Lakewood, CO

OverpricedLimited · 10
$10,988158,894 mi

Market: $3,950 – $6,108

Comparison: 10 similar vehicles

Priced ~80% above the typical market range for similar vehicles (based on current market benchmarks)

Lakewood, CO

2020 Chevrolet Traverse 2FL

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

2020 Chevrolet Traverse 2FL

Lakewood, CO

UnscoredInsufficient · 0
$11,599141,550 mi

Lakewood, CO

No Photo

2017 Chevrolet Equinox Premier

Lakewood, CO

UnscoredLimited · 5
$11,988114,194 mi

Comparison: 5 similar vehicles

Lakewood, CO

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

Lakewood, CO

UnscoredInsufficient · 0
$11,999131,979 mi

Lakewood, CO

2015 Chevrolet Tahoe Fleet

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

2015 Chevrolet Tahoe Fleet

Lakewood, CO

UnscoredInsufficient · 0
$12,000120,603 mi

Lakewood, CO

2018 Chevrolet Volt LT

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

2018 Chevrolet Volt LT

Lakewood, CO

UnscoredInsufficient · 0
$12,29495,414 mi

Lakewood, CO

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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