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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 6, 2026

5.9M+

Unique vehicles analyzed

as of October 6, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

121 listings found

2027 BMW 4 Series M440i

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

2027 BMW 4 Series M440i

Idaho Falls, ID

UnscoredInsufficient · 0
$86,984Mileage not verified

Idaho Falls, ID

2027 Chevrolet Corvette 3LT

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

2027 Chevrolet Corvette 3LT

Rigby, ID

UnscoredLimited · 9
$137,797Mileage not verified

Comparison: 9 similar vehicles

Rigby, ID

2027 Chevrolet Corvette 2LZ

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

2027 Chevrolet Corvette 2LZ

Twin Falls, ID

UnscoredInsufficient · 4
$151,460Mileage not verified

Comparison: 4 similar vehicles

Twin Falls, ID

2027 Chevrolet Corvette 3LZ

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

2027 Chevrolet Corvette 3LZ

Nampa, ID

UnscoredInsufficient · 0
$153,804Mileage not verified

Nampa, ID

2026 Mazda MX-5 Miata Club

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

2026 Mazda MX-5 Miata Club

Idaho Falls, ID

UnscoredInsufficient · 3
$35,955Mileage not verified

Comparison: 3 similar vehicles

Idaho Falls, ID

2026 Mazda MX-5 Miata Club

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

2026 Mazda MX-5 Miata Club

Twin Falls, ID

Fair PriceModerate · 27
$36,059Mileage not verified

Market: $34,938 – $41,109

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Twin Falls, ID

2026 Mazda MX-5 Miata Club

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

2026 Mazda MX-5 Miata Club

Idaho Falls, ID

UnscoredInsufficient · 3
$36,635Mileage not verified

Comparison: 3 similar vehicles

Idaho Falls, ID

2026 Chevrolet Corvette 3LT

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

2026 Chevrolet Corvette 3LT

Rexburg, ID

UnscoredInsufficient · 0
$92,902Mileage not verified

Rexburg, ID

2026 Chevrolet Corvette 3LT

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

2026 Chevrolet Corvette 3LT

Blackfoot, ID

OverpricedLimited · 17
$102,9921,626 mi

Market: $69,999 – $70,447

Comparison: 17 similar vehicles

Priced ~46% above the typical market range for similar vehicles (based on current market benchmarks)

Blackfoot, ID

2025 Chevrolet Corvette 1LT

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

2025 Chevrolet Corvette 1LT

Boise, ID

UnscoredLimited · 7
$64,9112,592 mi

Comparison: 7 similar vehicles

Boise, ID

2025 Chevrolet Corvette 1LT

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

2025 Chevrolet Corvette 1LT

Boise, ID

UnscoredLimited · 5
$71,5932,926 mi

Comparison: 5 similar vehicles

Boise, ID

2024 Ford Mustang EcoBoost Premium

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

2024 Ford Mustang EcoBoost Premium

Nampa, ID

UnscoredInsufficient · 4
$27,59431,313 mi

Comparison: 4 similar vehicles

Nampa, ID

2024 Ford Mustang EcoBoost

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

2024 Ford Mustang EcoBoost

Pocatello, ID

UnscoredInsufficient · 0
$28,27552,619 mi

Pocatello, ID

2024 Ford Mustang EcoBoost Premium

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

2024 Ford Mustang EcoBoost Premium

Boise, ID

UnscoredInsufficient · 0
$29,24562,001 mi

Boise, ID

2024 BMW M4 Convertible Base

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

2024 BMW M4 Convertible Base

Boise, ID

UnscoredInsufficient · 0
$78,44817,137 mi

Boise, ID

2024 Chevrolet Corvette 2LZ

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

2024 Chevrolet Corvette 2LZ

Lewiston, ID

UnscoredInsufficient · 0
$121,0001,911 mi

Lewiston, ID

2024 Chevrolet Corvette 2LZ

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

2024 Chevrolet Corvette 2LZ

Twin Falls, ID

UnscoredInsufficient · 0
$132,0003,115 mi

Twin Falls, ID

2023 Chevrolet Camaro 1LT

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

2023 Chevrolet Camaro 1LT

Blackfoot, ID

UnscoredInsufficient · 0
$21,51470,945 mi

Blackfoot, ID

2023 Chevrolet Camaro 2SS

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

2023 Chevrolet Camaro 2SS

Nampa, ID

UnscoredInsufficient · 0
$49,4906,965 mi

Nampa, ID

2023 Chevrolet Corvette 1LT

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

2023 Chevrolet Corvette 1LT

Boise, ID

UnscoredInsufficient · 0
$70,9963,172 mi

Boise, ID

2023 Chevrolet Corvette 3LT

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

2023 Chevrolet Corvette 3LT

Boise, ID

OverpricedLimited · 18
$74,0004,930 mi

Market: $68,988 – $72,592

Comparison: 18 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Boise, ID

2023 Chevrolet Camaro ZL1

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

2023 Chevrolet Camaro ZL1

Boise, ID

UnscoredInsufficient · 0
$76,5987,211 mi

Boise, ID

2023 Porsche 911 Base

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

2023 Porsche 911 Base

Hailey, ID

UnscoredInsufficient · 0
$129,0008,800 mi

Hailey, ID

2022 Chevrolet Corvette 3LT

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

2022 Chevrolet Corvette 3LT

Boise, ID

UnscoredLimited · 5
$69,99519,219 mi

Comparison: 5 similar vehicles

Boise, ID

2022 Chevrolet Corvette 3LT

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

2022 Chevrolet Corvette 3LT

Boise, ID

UnscoredLimited · 5
$70,99515,889 mi

Comparison: 5 similar vehicles

Boise, ID

2021 Mazda MX-5 Miata Club

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

2021 Mazda MX-5 Miata Club

Meridian, ID

UnscoredInsufficient · 0
$24,99828,202 mi

Meridian, ID

2021 Mazda MX-5 Miata Sport

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

2021 Mazda MX-5 Miata Sport

Lewiston, ID

UnscoredInsufficient · 0
$25,99312,483 mi

Lewiston, ID

2020 Mazda MX-5 Miata RF Club

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

2020 Mazda MX-5 Miata RF Club

Nampa, ID

UnscoredInsufficient · 0
$30,1879,203 mi

Nampa, ID

2020 Audi A5 Cabriolet Premium Plus

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

2020 Audi A5 Cabriolet Premium Plus

Boise, ID

UnscoredInsufficient · 0
$33,89051,729 mi

Boise, ID

2020 Chevrolet Corvette 2LT

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

2020 Chevrolet Corvette 2LT

Nampa, ID

UnscoredInsufficient · 0
$61,65924,262 mi

Nampa, ID

2019 Ford Mustang EcoBoost Premium

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

2019 Ford Mustang EcoBoost Premium

Meridian, ID

UnscoredInsufficient · 0
$20,43263,940 mi

Meridian, ID

2019 Mazda MX-5 Miata RF Grand Touring

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

2019 Mazda MX-5 Miata RF Grand Touring

Meridian, ID

UnscoredInsufficient · 0
$26,99815,192 mi

Meridian, ID

2019 Audi A5 Cabriolet Premium Plus

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

2019 Audi A5 Cabriolet Premium Plus

Boise, ID

UnscoredInsufficient · 0
$28,49819,565 mi

Boise, ID

2019 BMW Z4 Base

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

2019 BMW Z4 Base

Nampa, ID

UnscoredInsufficient · 0
$33,39741,502 mi

Nampa, ID

2019 Volkswagen Beetle SEL FINAL EDITION

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

2019 Volkswagen Beetle SEL FINAL EDITION

Post Falls, ID

UnscoredInsufficient · 0
$38,81016,238 mi

Post Falls, ID

2019 Mercedes-Benz SL Roadster SL550

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

2019 Mercedes-Benz SL Roadster SL550

Nampa, ID

UnscoredInsufficient · 0
$55,43249,534 mi

Nampa, ID

2018 Ford Mustang EcoBoost

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

2018 Ford Mustang EcoBoost

Pocatello, ID

UnscoredInsufficient · 0
$16,90064,701 mi

Pocatello, ID

2018 Ford Mustang EcoBoost

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

2018 Ford Mustang EcoBoost

Boise, ID

UnscoredInsufficient · 0
$16,99564,250 mi

Boise, ID

2018 BMW 4 Series 430i

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

2018 BMW 4 Series 430i

Boise, ID

UnscoredInsufficient · 0
$19,99576,811 mi

Boise, ID

2018 Mercedes-Benz E-Class E400

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

2018 Mercedes-Benz E-Class E400

Boise, ID

UnscoredInsufficient · 0
$24,97893,289 mi

Boise, ID

2018 Volkswagen Beetle S

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

2018 Volkswagen Beetle S

Bellevue, ID

UnscoredInsufficient · 0
$24,99052,598 mi

Bellevue, ID

2018 Mercedes-Benz C-Class Cabriolet AMG C43

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

2018 Mercedes-Benz C-Class Cabriolet AMG C43

Boise, ID

UnscoredInsufficient · 0
$34,99521,390 mi

Boise, ID

2017 Ford Mustang EcoBoost Premium

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

2017 Ford Mustang EcoBoost Premium

Boise, ID

UnscoredInsufficient · 0
$15,99577,953 mi

Boise, ID

2017 Mercedes-Benz SLC Roadster SLC300

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

2017 Mercedes-Benz SLC Roadster SLC300

Boise, ID

UnscoredInsufficient · 0
$17,99581,906 mi

Boise, ID

2017 Chevrolet Camaro 2LT

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

2017 Chevrolet Camaro 2LT

Blackfoot, ID

UnscoredInsufficient · 0
$18,85498,173 mi

Blackfoot, ID

2017 Audi A3 Cabriolet Premium Plus

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

2017 Audi A3 Cabriolet Premium Plus

Meridian, ID

UnscoredInsufficient · 0
$19,99861,423 mi

Meridian, ID

2017 Mercedes-Benz C-Class Cabriolet C300

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

2017 Mercedes-Benz C-Class Cabriolet C300

Boise, ID

UnscoredInsufficient · 0
$24,99557,273 mi

Boise, ID

2017 BMW M4 Convertible Base

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

2017 BMW M4 Convertible Base

Boise, ID

UnscoredInsufficient · 0
$28,387105,923 mi

Boise, ID

2017 Jaguar F-TYPE R

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

2017 Jaguar F-TYPE R

Twin Falls, ID

UnscoredInsufficient · 0
$45,80337,809 mi

Twin Falls, ID

2017 Porsche 911 Carrera S

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

2017 Porsche 911 Carrera S

Boise, ID

UnscoredInsufficient · 0
$85,89081,645 mi

Boise, ID

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, and mileage is not used to select comparables or adjust comparable prices, but acts as a reliability check on used vehicles — OAV withholds a verdict when mileage is very high or unreliable, or when a lower price is better explained by higher-than-typical mileage than by a genuine market discount. 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 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 manage their profile, 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, exports, and enhanced merchandising.
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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