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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 12, 2026

6M+

Unique vehicles analyzed

as of October 12, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

152 listings found

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Sioux Falls, SD

UnscoredLimited · 7
$43,437Mileage not verified

Comparison: 7 similar vehicles

Sioux Falls, SD

2027 Chevrolet Corvette 1LT

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

2027 Chevrolet Corvette 1LT

Sioux Falls, SD

Fair PriceLimited · 12
$79,238Mileage not verified

Market: $71,843 – $96,901

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Sioux Falls, SD

2027 Chevrolet Corvette 2LT

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

2027 Chevrolet Corvette 2LT

Spearfish, SD

UnscoredInsufficient · 0
$89,669Mileage not verified

Spearfish, SD

2027 Chevrolet Corvette 1LZ

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

2027 Chevrolet Corvette 1LZ

Sioux Falls, SD

UnscoredInsufficient · 4
$132,168Mileage not verified

Comparison: 4 similar vehicles

Sioux Falls, SD

2027 Chevrolet Corvette 3LZ

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

2027 Chevrolet Corvette 3LZ

Beresford, SD

UnscoredInsufficient · 0
$167,745Mileage not verified

Beresford, SD

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Sioux Falls, SD

Fair PriceModerate · 49
$31,984Mileage not verified

Market: $18,750 – $51,480

Comparison: 49 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Sioux Falls, SD

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Rapid City, SD

UnscoredInsufficient · 0
$33,799Mileage not verified

Rapid City, SD

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Mitchell, SD

Fair PriceLimited · 17
$35,784Mileage not verified

Market: $30,521 – $38,700

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Mitchell, SD

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Brookings, SD

Fair PriceRobust · 58
$37,096Mileage not verified

Market: $37,770 – $58,200

Comparison: 58 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 377 days listed (based on current market benchmarks)

Brookings, SD

2026 Honda Prelude Base

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

2026 Honda Prelude Base

Sioux Falls, SD

UnscoredInsufficient · 3
$43,494Mileage not verified

Comparison: 3 similar vehicles

Sioux Falls, SD

2026 Honda Prelude Base

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

2026 Honda Prelude Base

Rapid City, SD

UnscoredInsufficient · 0
$43,949Mileage not verified

Rapid City, SD

2026 Honda Prelude Base

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

2026 Honda Prelude Base

Sioux Falls, SD

UnscoredInsufficient · 4
$44,030Mileage not verified

Comparison: 4 similar vehicles

Sioux Falls, SD

2026 Honda Prelude Base

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

2026 Honda Prelude Base

Sioux Falls, SD

UnscoredInsufficient · 3
$44,149Mileage not verified

Comparison: 3 similar vehicles

Sioux Falls, SD

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Vermillion, SD

UnscoredInsufficient · 0
$44,189Mileage not verified

Vermillion, SD

2026 Ford Mustang GT

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

2026 Ford Mustang GT

Vermillion, SD

UnscoredInsufficient · 0
$54,091Mileage not verified

Vermillion, SD

2026 BMW 2 Series 230i

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

2026 BMW 2 Series 230i

Sioux Falls, SD

UnscoredInsufficient · 3
$54,635Mileage not verified

Comparison: 3 similar vehicles

Sioux Falls, SD

2026 Ford Mustang GT Premium

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

2026 Ford Mustang GT Premium

Belle Fourche, SD

UnscoredInsufficient · 0
$56,530Mileage not verified

Belle Fourche, SD

2026 Ford Mustang GT Premium

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

2026 Ford Mustang GT Premium

Huron, SD

OverpricedLimited · 16
$68,735Mileage not verified

Market: $50,245 – $66,328

Comparison: 16 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Huron, SD

2026 BMW M2 Coupe M2

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

2026 BMW M2 Coupe M2

Sioux Falls, SD

UnscoredInsufficient · 0
$70,2661,212 mi

Sioux Falls, SD

2026 Ford Mustang Dark Horse

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

2026 Ford Mustang Dark Horse

Parker, SD

UnscoredLimited · 5
$72,010Mileage not verified

Comparison: 5 similar vehicles

Parker, SD

2026 Ford Mustang Dark Horse

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

2026 Ford Mustang Dark Horse

Sturgis, SD

UnscoredInsufficient · 3
$74,009Mileage not verified

Comparison: 3 similar vehicles

Sturgis, SD

2026 BMW M2 Coupe M2

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

2026 BMW M2 Coupe M2

Sioux Falls, SD

UnscoredLimited · 8
$77,685Mileage not verified

Comparison: 8 similar vehicles

Sioux Falls, SD

2026 Chevrolet Corvette 3LT

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

2026 Chevrolet Corvette 3LT

Madison, SD

UnscoredInsufficient · 0
$88,653Mileage not verified

Madison, SD

2026 Ford Mustang Dark Horse

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

2026 Ford Mustang Dark Horse

Huron, SD

Fair PriceModerate · 29
$108,775Mileage not verified

Market: $72,485 – $181,670

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Huron, SD

2026 Ford Mustang Dark Horse

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

2026 Ford Mustang Dark Horse

Vermillion, SD

UnscoredLimited · 5
$108,975Mileage not verified

Comparison: 5 similar vehicles

Vermillion, SD

2026 Chevrolet Corvette 3LZ

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

2026 Chevrolet Corvette 3LZ

Aberdeen, SD

UnscoredInsufficient · 0
$109,6507,872 mi

Aberdeen, SD

2026 Chevrolet Corvette 1LZ

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

2026 Chevrolet Corvette 1LZ

Tea, SD

UnscoredInsufficient · 0
$111,2491,079 mi

Tea, SD

2026 Ford Mustang Dark Horse

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

2026 Ford Mustang Dark Horse

Brookings, SD

Fair PriceRobust · 63
$113,729Mileage not verified

Market: $72,485 – $181,670

Comparison: 63 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Brookings, SD

2026 Ford Mustang Dark Horse

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

2026 Ford Mustang Dark Horse

Sturgis, SD

UnscoredInsufficient · 3
$121,469Mileage not verified

Comparison: 3 similar vehicles

Sturgis, SD

2026 Ford Mustang Dark Horse

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

2026 Ford Mustang Dark Horse

Belle Fourche, SD

UnscoredInsufficient · 3
$130,974Mileage not verified

Comparison: 3 similar vehicles

Belle Fourche, SD

2026 Ford Mustang Dark Horse

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

2026 Ford Mustang Dark Horse

Aberdeen, SD

Fair PriceLimited · 14
$133,200Mileage not verified

Market: $70,765 – $199,995

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Aberdeen, SD

2026 Ford Mustang Dark Horse

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

2026 Ford Mustang Dark Horse

Sioux Falls, SD

Fair PriceRobust · 66
$135,379Mileage not verified

Market: $77,155 – $176,310

Comparison: 66 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 79 days listed (based on current market benchmarks)

Sioux Falls, SD

2025 Mazda MX-5 Miata RF Grand Touring

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

2025 Mazda MX-5 Miata RF Grand Touring

Rapid City, SD

UnscoredInsufficient · 0
$31,99726,012 mi

Rapid City, SD

2025 Ford Mustang GT Premium

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

2025 Ford Mustang GT Premium

Sturgis, SD

UnscoredLimited · 5
$65,549Mileage not verified

Comparison: 5 similar vehicles

Sturgis, SD

2025 Chevrolet Corvette 3LZ

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

2025 Chevrolet Corvette 3LZ

Rapid City, SD

UnscoredInsufficient · 0
$109,0005,090 mi

Rapid City, SD

2025 Chevrolet Corvette 3LZ

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

2025 Chevrolet Corvette 3LZ

Vermillion, SD

UnscoredInsufficient · 3
$115,9995,326 mi

Comparison: 3 similar vehicles

Vermillion, SD

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

Tyndall, SD

UnscoredInsufficient · 0
$32,90019,774 mi

Tyndall, SD

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

Rapid City, SD

UnscoredInsufficient · 0
$33,91010,928 mi

Rapid City, SD

2024 Chevrolet Camaro 2LT

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

2024 Chevrolet Camaro 2LT

Rapid City, SD

UnscoredInsufficient · 0
$35,2693,656 mi

Rapid City, SD

2024 BMW 4 Series 430i

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

2024 BMW 4 Series 430i

Sioux Falls, SD

UnscoredInsufficient · 0
$40,30420,205 mi

Sioux Falls, SD

2024 Ford Mustang Dark Horse

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

2024 Ford Mustang Dark Horse

Sioux Falls, SD

UnscoredInsufficient · 0
$58,9258,559 mi

Sioux Falls, SD

2024 Chevrolet Corvette 2LT

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

2024 Chevrolet Corvette 2LT

Sioux Falls, SD

Great DealLimited · 11
$67,1009,578 mi

Market: $72,990 – $80,949

Comparison: 11 similar vehicles

Competitively priced ~8% below the typical range compared to similar vehicles · 3 days listed (based on current market benchmarks)

Sioux Falls, SD

2024 Chevrolet Corvette 3LT

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

2024 Chevrolet Corvette 3LT

Chamberlain, SD

UnscoredInsufficient · 0
$79,9902,503 mi

Chamberlain, SD

2024 Jaguar F-Type R75

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

2024 Jaguar F-Type R75

Tea, SD

UnscoredInsufficient · 0
$115,900528 mi

Tea, SD

2023 Dodge Challenger SXT

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

2023 Dodge Challenger SXT

Brookings, SD

UnscoredInsufficient · 0
$27,24428,692 mi

Brookings, SD

2023 Toyota GR86 Premium

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

2023 Toyota GR86 Premium

Rapid City, SD

UnscoredInsufficient · 0
$30,26924,022 mi

Rapid City, SD

2023 Toyota GR86 10th Anniversary Edition

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

2023 Toyota GR86 10th Anniversary Edition

Rapid City, SD

UnscoredInsufficient · 0
$35,26917,709 mi

Rapid City, SD

2023 Dodge Challenger R/T

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

2023 Dodge Challenger R/T

Rapid City, SD

UnscoredInsufficient · 3
$40,9986,532 mi

Comparison: 3 similar vehicles

Rapid City, SD

2023 Dodge Challenger R/T

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

2023 Dodge Challenger R/T

Rapid City, SD

UnscoredInsufficient · 0
$44,99922,810 mi

Rapid City, SD

2023 Chevrolet Corvette 2LT

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

2023 Chevrolet Corvette 2LT

Sioux Falls, SD

UnscoredInsufficient · 3
$65,9993,658 mi

Comparison: 3 similar vehicles

Sioux Falls, SD

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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