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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 that ranks live dealer inventory by price-to-market against comparable listings. Days-on-lot and sell-through from similar vehicles are shown separately as Demand-Verified evidence, not inputs to the price ranking.

Market snapshot · September 22, 2026

5.7M+

Vehicles analyzed

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Processed daily

Or explore the market

500 listings found

No Photo

2027 MINI Convertible S

West Allis, WI

UnscoredInsufficient · 4
$43,164Mileage not verified

Comparison: 4 similar vehicles

West Allis, WI

No Photo

2027 MINI Convertible S

West Allis, WI

UnscoredInsufficient · 4
$44,214Mileage not verified

Comparison: 4 similar vehicles

West Allis, WI

No Photo

2027 MINI Convertible S

Madison, WI

Fair PriceModerate · 38
$46,099Mileage not verified

Market: $40,860$48,109

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Madison, WI

No Photo

2027 MINI Convertible S

Madison, WI

Fair PriceModerate · 38
$46,279Mileage not verified

Market: $40,860$48,109

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Madison, WI

No Photo

2027 MINI Convertible S

West Allis, WI

UnscoredInsufficient · 4
$46,999Mileage not verified

Comparison: 4 similar vehicles

West Allis, WI

No Photo

2027 MINI Convertible John Cooper Works

Madison, WI

Fair PriceModerate · 23
$51,599Mileage not verified

Market: $50,675$53,355

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Madison, WI

No Photo

2027 MINI Convertible John Cooper Works

Madison, WI

Fair PriceModerate · 23
$51,769Mileage not verified

Market: $50,675$53,355

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Madison, WI

No Photo

2027 MINI Convertible John Cooper Works

Madison, WI

Fair PriceModerate · 23
$52,029Mileage not verified

Market: $50,675$53,355

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Madison, WI

No Photo

2027 Mercedes-Benz CLE 300

Neenah, WI

Fair PriceRobust · 247
$71,654Mileage not verified

Market: $59,869$86,199

Comparison: 247 similar vehicles

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

Neenah, WI

No Photo

2027 Mercedes-Benz CLE 300

Appleton, WI

Fair PriceRobust · 247
$76,699Mileage not verified

Market: $59,869$86,199

Comparison: 247 similar vehicles

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

Appleton, WI

No Photo

2027 Mercedes-Benz CLE 300

West Allis, WI

UnscoredLimited · 7
$79,955Mileage not verified

Comparison: 7 similar vehicles

West Allis, WI

No Photo

2027 BMW 4 Series M440i

Madison, WI

Fair PriceRobust · 74
$85,495Mileage not verified

Market: $65,955$85,619

Comparison: 74 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 118 days listed (based on current market benchmarks)

Madison, WI

No Photo

2027 Chevrolet Corvette 2LT

Ellsworth, WI

Fair PriceModerate · 46
$88,095Mileage not verified

Market: $83,420$125,964

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Ellsworth, WI

No Photo

2027 Chevrolet Corvette 2LT

Evansville, WI

Fair PriceRobust · 143
$95,654Mileage not verified

Market: $82,845$134,362

Comparison: 143 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Evansville, WI

No Photo

2027 Chevrolet Corvette 3LT

Glendale, WI

UnscoredLimited · 7
$98,699Mileage not verified

Comparison: 7 similar vehicles

Glendale, WI

No Photo

2027 Chevrolet Corvette 3LT

Osseo, WI

Fair PriceModerate · 39
$99,900Mileage not verified

Market: $94,264$140,994

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 94 days listed (based on current market benchmarks)

Osseo, WI

No Photo

2027 Chevrolet Corvette 2LT

Watertown, WI

UnscoredLimited · 8
$100,354Mileage not verified

Comparison: 8 similar vehicles

Watertown, WI

No Photo

2027 Chevrolet Corvette 2LT

Kewaunee, WI

Fair PriceRobust · 111
$101,989Mileage not verified

Market: $78,771$134,362

Comparison: 111 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Kewaunee, WI

No Photo

2027 Mercedes-Benz CLE AMG 53

Glendale, WI

Fair PriceRobust · 217
$102,554Mileage not verified

Market: $80,967$113,239

Comparison: 217 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Glendale, WI

No Photo

2027 Chevrolet Corvette 2LT

Hales Corners, WI

UnscoredLimited · 9
$104,069Mileage not verified

Comparison: 9 similar vehicles

Hales Corners, WI

No Photo

2027 Chevrolet Corvette 2LT

Chilton, WI

UnscoredInsufficient · 3
$104,374Mileage not verified

Comparison: 3 similar vehicles

Chilton, WI

No Photo

2027 Chevrolet Corvette 2LT

Evansville, WI

Fair PriceRobust · 143
$105,879Mileage not verified

Market: $82,845$134,362

Comparison: 143 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Evansville, WI

No Photo

2027 Chevrolet Corvette 3LT

Greenfield, WI

Fair PriceLimited · 12
$107,474Mileage not verified

Market: $98,699$140,994

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 94 days listed (based on current market benchmarks)

Greenfield, WI

No Photo

2027 Chevrolet Corvette 2LT

Sparta, WI

Fair PriceRobust · 74
$111,494Mileage not verified

Market: $83,420$134,362

Comparison: 74 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Sparta, WI

No Photo

2027 Chevrolet Corvette 3LT

Stevens Point, WI

Fair PriceRobust · 83
$122,644Mileage not verified

Market: $93,402$154,754

Comparison: 83 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Stevens Point, WI

No Photo

2027 Chevrolet Corvette 3LT

Kewaunee, WI

Fair PriceRobust · 94
$125,364Mileage not verified

Market: $93,402$154,754

Comparison: 94 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Kewaunee, WI

No Photo

2027 Chevrolet Corvette 1LZ

Delavan, WI

Fair PriceLimited · 18
$131,936Mileage not verified

Market: $115,995$140,985

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Delavan, WI

No Photo

2027 Chevrolet Corvette 3LT

Greenfield, WI

OverpricedLimited · 12
$140,994Mileage not verified

Market: $98,699$115,152

Comparison: 12 similar vehicles

Priced ~22% above the typical market range for similar vehicles (based on current market benchmarks)

Greenfield, WI

No Photo

2027 Chevrolet Corvette 2LZ

Cedarburg, WI

UnscoredInsufficient · 4
$150,055Mileage not verified

Comparison: 4 similar vehicles

Cedarburg, WI

No Photo

2027 Chevrolet Corvette 2LZ

Sauk City, WI

Fair PriceModerate · 43
$150,490Mileage not verified

Market: $135,400$178,987

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Sauk City, WI

No Photo

2027 Chevrolet Corvette 3LZ

Delavan, WI

UnscoredLimited · 9
$150,692Mileage not verified

Comparison: 9 similar vehicles

Delavan, WI

No Photo

2027 Chevrolet Corvette 2LZ

Kewaunee, WI

Fair PriceModerate · 43
$152,738Mileage not verified

Market: $132,731$178,987

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Kewaunee, WI

No Photo

2027 Chevrolet Corvette 3LZ

Neenah, WI

UnscoredInsufficient · 4
$155,226Mileage not verified

Comparison: 4 similar vehicles

Neenah, WI

No Photo

2027 Chevrolet Corvette 3LZ

Neenah, WI

UnscoredInsufficient · 4
$155,465Mileage not verified

Comparison: 4 similar vehicles

Neenah, WI

No Photo

2027 Chevrolet Corvette 3LZ

Delavan, WI

Fair PriceLimited · 12
$156,407Mileage not verified

Market: $150,692$261,614

Comparison: 12 similar vehicles

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

Delavan, WI

No Photo

2027 Chevrolet Corvette 2LZ

Stevens Point, WI

Fair PriceModerate · 37
$156,919Mileage not verified

Market: $137,720$178,987

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Stevens Point, WI

No Photo

2027 Chevrolet Corvette 3LZ

Saukville, WI

UnscoredLimited · 7
$163,398Mileage not verified

Comparison: 7 similar vehicles

Saukville, WI

No Photo

2027 Chevrolet Corvette 3LZ

Greenfield, WI

OverpricedLimited · 11
$261,614Mileage not verified

Market: $150,692$171,054

Comparison: 11 similar vehicles

Priced ~53% above the typical market range for similar vehicles (based on current market benchmarks)

Greenfield, WI

No Photo

2027 Chevrolet Corvette 3LZ

Monticello, WI

Fair PriceRobust · 54
$266,949Mileage not verified

Market: $138,645$369,667

Comparison: 54 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Monticello, WI

No Photo

2026 Ford Mustang EcoBoost Premium

Mount Pleasant, WI

Great DealLimited · 17
$27,9958,131 mi

Market: $32,725$40,071

Comparison: 17 similar vehicles

Competitively priced ~14% below the typical range compared to similar vehicles · 53 days listed (based on current market benchmarks)

Mount Pleasant, WI

No Photo

2026 Mazda MX-5 Miata Sport

Greenfield, WI

UnscoredLimited · 6
$31,523Mileage not verified

Comparison: 6 similar vehicles

Greenfield, WI

No Photo

2026 Mazda MX-5 Miata Club

Hudson, WI

UnscoredLimited · 5
$35,194Mileage not verified

Comparison: 5 similar vehicles

Hudson, WI

No Photo

2026 Mazda MX-5 Miata Club

Fond Du Lac, WI

UnscoredInsufficient · 3
$35,448Mileage not verified

Comparison: 3 similar vehicles

Fond Du Lac, WI

No Photo

2026 Mazda MX-5 Miata Club

Racine, WI

Fair PriceLimited · 10
$36,539Mileage not verified

Market: $35,174$42,184

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Racine, WI

No Photo

2026 Mazda MX-5 Miata Club

Fond Du Lac, WI

UnscoredInsufficient · 3
$36,647Mileage not verified

Comparison: 3 similar vehicles

Fond Du Lac, WI

No Photo

2026 Ford Mustang EcoBoost

Plymouth, WI

OverpricedLimited · 15
$36,995Mileage not verified

Market: $31,255$35,640

Comparison: 15 similar vehicles

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

Plymouth, WI

No Photo

2026 Ford Mustang EcoBoost Premium

Plymouth, WI

UnscoredInsufficient · 3
$36,9954,747 mi

Comparison: 3 similar vehicles

Plymouth, WI

No Photo

2026 Mazda MX-5 Miata Club

Brookfield, WI

UnscoredInsufficient · 4
$37,269Mileage not verified

Comparison: 4 similar vehicles

Brookfield, WI

No Photo

2026 Mazda MX-5 Miata Grand Touring

Milwaukee, WI

UnscoredLimited · 8
$37,370Mileage not verified

Comparison: 8 similar vehicles

Milwaukee, WI

No Photo

2026 Mazda MX-5 Miata Grand Touring

Racine, WI

Fair PriceLimited · 13
$37,662Mileage not verified

Market: $37,224$39,467

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 164 days listed (based on current market benchmarks)

Racine, WI

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 adds a price below the comparable market range. 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.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Live examples

OAV answers these questions

What are the best priced vehicles?
OAV ranks vehicles by how far below their typical market range they are listed, using comparable listings; days-on-lot is shown as a separate demand signal, not a ranking input. Great Deal means priced below the comparable-range floor by a meaningful margin (OAV's minimum-gap rule); a listing below the floor by less than that margin — or within the range — is Fair Price.
Which vehicles are priced below market?
Vehicles flagged as undervalued are priced below the typical range for comparable cars. The "Top Deals" section on every market page surfaces these first, with the percentage gap from the typical range shown per listing.
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 undervalued compared with comparable listings?
OAV's Price-to-Market analysis evaluates every eligible listing 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. Undervalued listings price below the typical comparable range and are surfaced as Great Deals.

How OAV works

How does OAV rate vehicle deals?
OAV evaluates every eligible listing against similar vehicles currently available, positioning its asking price within the supported comparable range. Each listing is rated a Great Deal (priced below comparable listings), Fair Price (priced within the typical range), or Overpriced (priced above comparable listings). Vehicles without sufficient comparable evidence remain 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. Every listing shows its current days on lot, and every market page shows the average days on lot for that metro or body type. It is a direct signal of local demand and pricing pressure.
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?
OAV's inventory standardization technology is protected by U.S. Patent No. 12,236,477, and its Price-to-Market analysis is Patent Pending. 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.

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