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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 24, 2026

6M+

Unique vehicles analyzed

as of October 23, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

110 listings found

2014 Chevrolet Sonic RS

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

2014 Chevrolet Sonic RS

Lindon, UT

UnscoredInsufficient · 0
$6,000109,180 mi

Lindon, UT

2016 Chevrolet Cruze LT

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

2016 Chevrolet Cruze LT

Lindon, UT

UnscoredInsufficient · 4
$6,995101,464 mi

Comparison: 4 similar vehicles

Lindon, UT

2021 Chevrolet Equinox LS

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

2021 Chevrolet Equinox LS

Lindon, UT

Salvage title
$7,995138,987 mi

Lindon, UT

2007 Chevrolet Silverado 1500 LTZ

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

2007 Chevrolet Silverado 1500 LTZ

Lindon, UT

UnscoredInsufficient · 0
$8,499214,015 mi

Lindon, UT

1995 Chevrolet GMT400

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

1995 Chevrolet GMT400

Lindon, UT

UnscoredInsufficient · 0
$8,500135,000 mi

Lindon, UT

2019 Chevrolet Malibu 1LS

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

2019 Chevrolet Malibu 1LS

Lindon, UT

UnscoredInsufficient · 0
$8,995118,428 mi

Lindon, UT

2017 Chevrolet Cruze LS

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

2017 Chevrolet Cruze LS

Lindon, UT

UnscoredInsufficient · 0
$8,99556,940 mi

Lindon, UT

2014 Chevrolet Volt Base

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

2014 Chevrolet Volt Base

Lindon, UT

UnscoredInsufficient · 0
$8,995113,848 mi

Lindon, UT

2011 Chevrolet Camaro 1LT

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

2011 Chevrolet Camaro 1LT

Lindon, UT

UnscoredInsufficient · 0
$8,995102,631 mi

Lindon, UT

2021 Chevrolet Spark 1LT

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

2021 Chevrolet Spark 1LT

Lindon, UT

UnscoredInsufficient · 0
$8,999120,134 mi

Lindon, UT

2015 Chevrolet Traverse 1LT

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

2015 Chevrolet Traverse 1LT

Lindon, UT

UnscoredLimited · 5
$9,173114,980 mi

Comparison: 5 similar vehicles

Lindon, UT

2020 Chevrolet Malibu 1FL

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

2020 Chevrolet Malibu 1FL

Lindon, UT

UnscoredInsufficient · 0
$9,99569,685 mi

Lindon, UT

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Lindon, UT

Salvage title
$10,79055,366 mi

Lindon, UT

2013 Chevrolet Camaro 1LT

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

2013 Chevrolet Camaro 1LT

Lindon, UT

UnscoredInsufficient · 0
$10,99573,363 mi

Lindon, UT

2012 Chevrolet Tahoe Hybrid

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

2012 Chevrolet Tahoe Hybrid

Lindon, UT

UnscoredInsufficient · 0
$11,495132,369 mi

Lindon, UT

2022 Chevrolet Trax LT

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

2022 Chevrolet Trax LT

Lindon, UT

Salvage title
$11,75044,199 mi

Lindon, UT

2021 Chevrolet Equinox 1FL

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

2021 Chevrolet Equinox 1FL

Lindon, UT

UnscoredInsufficient · 0
$11,99588,529 mi

Lindon, UT

2021 Chevrolet Trailblazer LS

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

2021 Chevrolet Trailblazer LS

Lindon, UT

UnscoredInsufficient · 0
$11,99577,193 mi

Lindon, UT

2023 Chevrolet Malibu RS

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

2023 Chevrolet Malibu RS

Lindon, UT

Salvage title
$12,50037,260 mi

Lindon, UT

2019 Chevrolet Camaro 1LT

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

2019 Chevrolet Camaro 1LT

Lindon, UT

UnscoredInsufficient · 0
$12,500152,492 mi

Lindon, UT

2007 Chevrolet Corvette Base

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

2007 Chevrolet Corvette Base

Lindon, UT

UnscoredInsufficient · 0
$12,995172,089 mi

Lindon, UT

2022 Chevrolet Malibu 1LT

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

2022 Chevrolet Malibu 1LT

Lindon, UT

Salvage title
$13,00039,809 mi

Lindon, UT

2019 Chevrolet Blazer 2LT

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

2019 Chevrolet Blazer 2LT

Lindon, UT

Salvage title
$13,25086,701 mi

Lindon, UT

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Lindon, UT

Salvage title
$13,44054,152 mi

Lindon, UT

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Lindon, UT

Salvage title
$13,99516,536 mi

Lindon, UT

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Lindon, UT

Fair PriceLimited · 12
$13,99561,170 mi

Market: $10,949 – $14,477

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Lindon, UT

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Lindon, UT

Salvage title
$14,00047,161 mi

Lindon, UT

2021 Chevrolet Blazer 2LT

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

2021 Chevrolet Blazer 2LT

Lindon, UT

Salvage title
$14,00045,080 mi

Lindon, UT

2021 Chevrolet Trailblazer RS

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

2021 Chevrolet Trailblazer RS

Lindon, UT

Salvage title
$14,00054,745 mi

Lindon, UT

2022 Chevrolet Equinox LT

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

2022 Chevrolet Equinox LT

Lindon, UT

Salvage title
$14,25043,047 mi

Lindon, UT

2022 Chevrolet Malibu 1LT

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

2022 Chevrolet Malibu 1LT

Lindon, UT

UnscoredLimited · 9
$14,29981,863 mi

Comparison: 9 similar vehicles

Lindon, UT

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Lindon, UT

Salvage title
$14,75024,752 mi

Lindon, UT

2022 Chevrolet Equinox LT

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

2022 Chevrolet Equinox LT

Lindon, UT

UnscoredLimited · 6
$14,99573,464 mi

Comparison: 6 similar vehicles

Lindon, UT

2022 Chevrolet Trailblazer Activ

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

2022 Chevrolet Trailblazer Activ

Lindon, UT

Salvage title
$15,00045,223 mi

Lindon, UT

2023 Chevrolet Equinox LT

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

2023 Chevrolet Equinox LT

Lindon, UT

Salvage title
$15,50045,890 mi

Lindon, UT

2022 Chevrolet Equinox RS

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

2022 Chevrolet Equinox RS

Lindon, UT

Salvage title
$15,50033,556 mi

Lindon, UT

2020 Chevrolet Camaro 1LT

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

2020 Chevrolet Camaro 1LT

Lindon, UT

UnscoredInsufficient · 0
$15,99580,592 mi

Lindon, UT

2020 Chevrolet Traverse RS

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

2020 Chevrolet Traverse RS

Lindon, UT

Salvage title
$15,99571,351 mi

Lindon, UT

2020 Chevrolet Blazer Premier

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

2020 Chevrolet Blazer Premier

Lindon, UT

Salvage title
$15,99590,302 mi

Lindon, UT

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Lindon, UT

Salvage title
$16,00040,282 mi

Lindon, UT

2024 Chevrolet Trax LT

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

2024 Chevrolet Trax LT

Lindon, UT

Salvage title
$16,00024,657 mi

Lindon, UT

2024 Chevrolet Equinox Premier

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

2024 Chevrolet Equinox Premier

Lindon, UT

Salvage title
$16,25069,180 mi

Lindon, UT

2023 Chevrolet Traverse 1LT

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

2023 Chevrolet Traverse 1LT

Lindon, UT

Salvage title
$16,25050,117 mi

Lindon, UT

2022 Chevrolet Trailblazer LT

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

2022 Chevrolet Trailblazer LT

Lindon, UT

Salvage title
$16,25030,283 mi

Lindon, UT

2023 Chevrolet Malibu 1LS

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

2023 Chevrolet Malibu 1LS

Lindon, UT

UnscoredInsufficient · 3
$16,29965,961 mi

Comparison: 3 similar vehicles

Lindon, UT

2019 Chevrolet Traverse 3LT

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

2019 Chevrolet Traverse 3LT

Lindon, UT

UnscoredInsufficient · 0
$16,372101,935 mi

Lindon, UT

2016 Chevrolet Suburban LT

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

2016 Chevrolet Suburban LT

Lindon, UT

UnscoredInsufficient · 3
$16,495147,344 mi

Comparison: 3 similar vehicles

Lindon, UT

2025 Chevrolet Trax RS

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

2025 Chevrolet Trax RS

Lindon, UT

Salvage title
$16,50012,894 mi

Lindon, UT

2025 Chevrolet Trailblazer LS

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

2025 Chevrolet Trailblazer LS

Lindon, UT

Salvage title
$16,5005,702 mi

Lindon, UT

2024 Chevrolet Trax RS

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

2024 Chevrolet Trax RS

Lindon, UT

UnscoredInsufficient · 0
$16,75042,982 mi

Lindon, UT

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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