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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 8, 2026

7.3M+

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

155 listings found

2005 Chevrolet TrailBlazer LS

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

2005 Chevrolet TrailBlazer LS

Provo, UT

UnscoredInsufficient · 0
$2,999199,053 mi

Provo, UT

2001 Chevrolet Prizm Base

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

2001 Chevrolet Prizm Base

Provo, UT

UnscoredInsufficient · 0
$2,999151,672 mi

Provo, UT

2008 Chevrolet Malibu LT

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

2008 Chevrolet Malibu LT

Provo, UT

UnscoredInsufficient · 0
$3,500211,146 mi

Provo, UT

2009 Chevrolet Impala LT

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

2009 Chevrolet Impala LT

Provo, UT

UnscoredInsufficient · 3
$3,990141,702 mi

Comparison: 3 similar vehicles

Provo, UT

2009 Chevrolet Aveo5 1LS

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

2009 Chevrolet Aveo5 1LS

Provo, UT

UnscoredInsufficient · 0
$4,590158,000 mi

Provo, UT

2011 Chevrolet Aveo 1LT

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

2011 Chevrolet Aveo 1LT

Provo, UT

UnscoredInsufficient · 0
$5,399109,356 mi

Provo, UT

2017 Chevrolet Cruze Premier

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

2017 Chevrolet Cruze Premier

Provo, UT

Unscored
$6,999125,500 mi

Comparison: 5 similar vehicles

Provo, UT

2015 Chevrolet Trax LT

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

2015 Chevrolet Trax LT

Provo, UT

UnscoredInsufficient · 0
$7,300119,487 mi

Provo, UT

2017 Chevrolet Cruze LT

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

2017 Chevrolet Cruze LT

Provo, UT

Unscored
$7,799149,527 mi

Comparison: 9 similar vehicles

Provo, UT

2017 Chevrolet Equinox LS

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

2017 Chevrolet Equinox LS

Provo, UT

UnscoredInsufficient · 0
$7,900121,789 mi

Provo, UT

2016 Chevrolet Impala 2LT

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

2016 Chevrolet Impala 2LT

Provo, UT

UnscoredInsufficient · 3
$7,99981,000 mi

Comparison: 3 similar vehicles

Provo, UT

2015 Chevrolet Equinox LS

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

2015 Chevrolet Equinox LS

Provo, UT

UnscoredInsufficient · 3
$8,299123,500 mi

Comparison: 3 similar vehicles

Provo, UT

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Provo, UT

Unscored
$8,499115,974 mi

Comparison: 6 similar vehicles

Provo, UT

2016 Chevrolet Traverse 2LT

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

2016 Chevrolet Traverse 2LT

Provo, UT

UnscoredInsufficient · 0
$9,999165,232 mi

Provo, UT

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

Provo, UT

Unscored
$11,499139,523 mi

Comparison: 5 similar vehicles

Provo, UT

2015 Chevrolet Camaro 2LS

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

2015 Chevrolet Camaro 2LS

Provo, UT

UnscoredInsufficient · 3
$12,600130,251 mi

Comparison: 3 similar vehicles

Provo, UT

2020 Chevrolet Equinox 2FL

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

2020 Chevrolet Equinox 2FL

Provo, UT

Unscored
$12,690147,111 mi

Comparison: 5 similar vehicles

Provo, UT

2017 Chevrolet Camaro 1LT

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

2017 Chevrolet Camaro 1LT

Provo, UT

UnscoredInsufficient · 3
$12,990136,393 mi

Comparison: 3 similar vehicles

Provo, UT

2009 Chevrolet Express LS

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

2009 Chevrolet Express LS

Provo, UT

UnscoredInsufficient · 0
$12,99981,568 mi

Provo, UT

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Provo, UT

Unscored
$13,30075,129 mi

Comparison: 6 similar vehicles

Provo, UT

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Provo, UT

OverpricedLimited · 10
$13,32285,737 mi

Market: $6,995 – $10,500

Comparison: 10 similar vehicles

Priced ~27% above the typical market range for similar vehicles (based on current market benchmarks)

Provo, UT

2012 Chevrolet Silverado 3500HD LT

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

2012 Chevrolet Silverado 3500HD LT

Provo, UT

UnscoredInsufficient · 3
$13,802227,932 mi

Comparison: 3 similar vehicles

Provo, UT

2024 Chevrolet Malibu RS

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

2024 Chevrolet Malibu RS

Provo, UT

UnscoredInsufficient · 0
$13,99949,541 mi

Provo, UT

2016 Chevrolet Silverado 1500 LT

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

2016 Chevrolet Silverado 1500 LT

Provo, UT

Unscored
$14,299143,024 mi

Comparison: 10 similar vehicles

Provo, UT

2016 Chevrolet Suburban LT

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

2016 Chevrolet Suburban LT

Provo, UT

UnscoredInsufficient · 4
$14,499135,027 mi

Comparison: 4 similar vehicles

Provo, UT

2017 Chevrolet Camaro 2LT

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

2017 Chevrolet Camaro 2LT

Provo, UT

UnscoredInsufficient · 0
$14,990138,576 mi

Provo, UT

2015 Chevrolet Colorado LT

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

2015 Chevrolet Colorado LT

Provo, UT

UnscoredInsufficient · 0
$14,99993,000 mi

Provo, UT

2014 Chevrolet Silverado 1500 2LT

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

2014 Chevrolet Silverado 1500 2LT

Provo, UT

UnscoredInsufficient · 0
$15,141179,791 mi

Provo, UT

2011 Chevrolet Silverado 2500HD 1LT

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

2011 Chevrolet Silverado 2500HD 1LT

Provo, UT

Unscored
$15,488213,005 mi

Comparison: 6 similar vehicles

Provo, UT

2017 Chevrolet Camaro 1LT

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

2017 Chevrolet Camaro 1LT

Provo, UT

UnscoredInsufficient · 3
$15,99084,000 mi

Comparison: 3 similar vehicles

Provo, UT

2019 Chevrolet Express Cargo Work Van

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

2019 Chevrolet Express Cargo Work Van

Provo, UT

Unscored
$15,999242,000 mi

Comparison: 7 similar vehicles

Provo, UT

2023 Chevrolet Malibu 1FL

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

2023 Chevrolet Malibu 1FL

Provo, UT

UnscoredInsufficient · 0
$16,02358,295 mi

Provo, UT

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Provo, UT

UnscoredInsufficient · 0
$16,690127,494 mi

Provo, UT

2013 Chevrolet Avalanche LT

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

2013 Chevrolet Avalanche LT

Provo, UT

UnscoredInsufficient · 0
$16,865135,556 mi

Provo, UT

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Provo, UT

UnscoredInsufficient · 0
$17,91223,819 mi

Provo, UT

2021 Chevrolet Traverse Premier

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

2021 Chevrolet Traverse Premier

Provo, UT

Unscored
$17,990135,950 mi

Comparison: 26 similar vehicles

Provo, UT

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Provo, UT

Unscored
$18,17448,222 mi

Comparison: 8 similar vehicles

Provo, UT

2018 Chevrolet Colorado Work Truck

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

2018 Chevrolet Colorado Work Truck

Provo, UT

UnscoredInsufficient · 0
$18,69097,810 mi

Provo, UT

2005 Chevrolet Corvette Base

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

2005 Chevrolet Corvette Base

Provo, UT

UnscoredInsufficient · 0
$18,999104,000 mi

Provo, UT

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Provo, UT

UnscoredInsufficient · 3
$19,34622,907 mi

Comparison: 3 similar vehicles

Provo, UT

2017 Chevrolet Colorado ZR2

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

2017 Chevrolet Colorado ZR2

Provo, UT

Salvage title
$19,99565,318 mi

Provo, UT

2018 Chevrolet Suburban LT

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

2018 Chevrolet Suburban LT

Provo, UT

UnscoredInsufficient · 3
$20,488141,612 mi

Comparison: 3 similar vehicles

Provo, UT

2019 Chevrolet Silverado 1500 LT

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

2019 Chevrolet Silverado 1500 LT

Provo, UT

Great DealLimited · 13
$20,99061,529 mi

Market: $21,999 – $29,994

Comparison: 13 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 110 days listed (based on current market benchmarks)

Provo, UT

2016 Chevrolet Silverado 3500HD LTZ

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

2016 Chevrolet Silverado 3500HD LTZ

Provo, UT

Salvage title
$20,995196,156 mi

Provo, UT

2022 Chevrolet Camaro 1LT

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

2022 Chevrolet Camaro 1LT

Provo, UT

UnscoredInsufficient · 0
$21,87161,099 mi

Provo, UT

2017 Chevrolet Silverado 1500 High Country

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

2017 Chevrolet Silverado 1500 High Country

Provo, UT

UnscoredInsufficient · 0
$21,995157,283 mi

Provo, UT

2025 Chevrolet Trailblazer LT

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

2025 Chevrolet Trailblazer LT

Provo, UT

Unscored
$22,41232,751 mi

Comparison: 7 similar vehicles

Provo, UT

2019 Chevrolet Traverse Premier

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

2019 Chevrolet Traverse Premier

Provo, UT

UnscoredInsufficient · 3
$22,62987,471 mi

Comparison: 3 similar vehicles

Provo, UT

2016 Chevrolet Suburban LTZ

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

2016 Chevrolet Suburban LTZ

Provo, UT

UnscoredInsufficient · 0
$22,90296,618 mi

Provo, UT

2023 Chevrolet Silverado 1500 Work Truck

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

2023 Chevrolet Silverado 1500 Work Truck

Provo, UT

UnscoredInsufficient · 0
$22,94061,378 mi

Provo, UT

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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