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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 10, 2026

5.7M+

Vehicles analyzed

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.1M new·2.7M used·Processed daily

Cited in Wall Street sell-side equity research, April 2026

Or explore the market

2,909 listings found

No Photo

2027 Chevrolet Bolt LT

Livonia, MI

Great DealModerate · 23
$26,751Mileage not verified

Market: $26,991$31,355

Comparison: 23 similar vehicles

Competitively priced ~1% below the typical range compared to similar vehicles · 6 days listed (based on current market benchmarks)

Livonia, MI

No Photo

2027 Chevrolet Bolt LT

Livonia, MI

Fair PriceModerate · 23
$26,991Mileage not verified

Market: $26,751$31,355

Comparison: 23 similar vehicles

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

Livonia, MI

No Photo

2027 Chevrolet Bolt LT

Saginaw, MI

UnscoredInsufficient · 3
$27,351Mileage not verified

Comparison: 3 similar vehicles

Saginaw, MI

No Photo

2027 Chevrolet Bolt LT

Livonia, MI

Fair PriceModerate · 23
$28,011Mileage not verified

Market: $26,751$31,355

Comparison: 23 similar vehicles

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

Livonia, MI

No Photo

2027 Chevrolet Bolt LT

Muskegon, MI

Great DealLimited · 14
$28,209Mileage not verified

Market: $28,235$31,470

Comparison: 14 similar vehicles

Muskegon, MI

No Photo

2027 Chevrolet Bolt LT

Clinton, MI

Fair PriceRobust · 92
$28,226Mileage not verified

Market: $26,751$33,050

Comparison: 92 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 110 days listed (based on current market benchmarks)

Clinton, MI

No Photo

2027 Chevrolet Bolt LT

Whitehall, MI

UnscoredLimited · 9
$28,235Mileage not verified

Comparison: 9 similar vehicles

Whitehall, MI

No Photo

2027 Chevrolet Bolt LT

Bay City, MI

UnscoredLimited · 6
$28,260Mileage not verified

Comparison: 6 similar vehicles

Bay City, MI

No Photo

2027 Chevrolet Bolt LT

Lake City, MI

UnscoredInsufficient · 3
$28,447Mileage not verified

Comparison: 3 similar vehicles

Lake City, MI

No Photo

2027 Chevrolet Bolt LT

Lake City, MI

UnscoredInsufficient · 3
$28,447Mileage not verified

Comparison: 3 similar vehicles

Lake City, MI

No Photo

2027 Chevrolet Bolt LT

Lake City, MI

UnscoredInsufficient · 3
$28,447Mileage not verified

Comparison: 3 similar vehicles

Lake City, MI

No Photo

2027 Chevrolet Bolt LT

Clinton, MI

Fair PriceRobust · 92
$28,481Mileage not verified

Market: $26,751$33,050

Comparison: 92 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Clinton, MI

No Photo

2027 Chevrolet Bolt LT

Center Line, MI

UnscoredLimited · 7
$28,491Mileage not verified

Comparison: 7 similar vehicles

Center Line, MI

No Photo

2027 Chevrolet Bolt LT

Center Line, MI

UnscoredLimited · 7
$28,491Mileage not verified

Comparison: 7 similar vehicles

Center Line, MI

No Photo

2027 Chevrolet Bolt LT

Center Line, MI

UnscoredLimited · 7
$28,491Mileage not verified

Comparison: 7 similar vehicles

Center Line, MI

No Photo

2027 Chevrolet Bolt LT

Sterling Heights, MI

Fair PriceRobust · 152
$28,503Mileage not verified

Market: $26,751$33,050

Comparison: 152 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 221 days listed (based on current market benchmarks)

Sterling Heights, MI

No Photo

2027 Chevrolet Bolt LT

Center Line, MI

UnscoredLimited · 7
$28,516Mileage not verified

Comparison: 7 similar vehicles

Center Line, MI

No Photo

2027 Chevrolet Bolt LT

Lake City, MI

UnscoredInsufficient · 3
$28,836Mileage not verified

Comparison: 3 similar vehicles

Lake City, MI

No Photo

2027 Chevrolet Bolt LT

Davison, MI

Great DealLimited · 13
$28,912Mileage not verified

Market: $29,260$30,935

Comparison: 13 similar vehicles

Competitively priced ~1% below the typical range compared to similar vehicles · 6 days listed (based on current market benchmarks)

Davison, MI

No Photo

2027 Chevrolet Bolt LT

Center Line, MI

UnscoredLimited · 7
$28,990Mileage not verified

Comparison: 7 similar vehicles

Center Line, MI

No Photo

2027 Chevrolet Bolt LT

Livonia, MI

Fair PriceModerate · 23
$29,041Mileage not verified

Market: $26,751$31,355

Comparison: 23 similar vehicles

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

Livonia, MI

No Photo

2027 Chevrolet Bolt LT

Woodhaven, MI

Fair PriceRobust · 100
$29,057Mileage not verified

Market: $26,751$33,050

Comparison: 100 similar vehicles

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

Woodhaven, MI

No Photo

2027 Chevrolet Bolt LT

Caledonia, MI

Great DealLimited · 17
$29,113Mileage not verified

Market: $29,304$31,470

Comparison: 17 similar vehicles

Competitively priced ~1% below the typical range compared to similar vehicles · 14 days listed (based on current market benchmarks)

Caledonia, MI

No Photo

2027 Chevrolet Bolt LT

Center Line, MI

UnscoredLimited · 7
$29,255Mileage not verified

Comparison: 7 similar vehicles

Center Line, MI

No Photo

2027 Chevrolet Bolt LT

Center Line, MI

UnscoredLimited · 7
$29,255Mileage not verified

Comparison: 7 similar vehicles

Center Line, MI

No Photo

2027 Chevrolet Bolt LT

Jackson, MI

UnscoredInsufficient · 3
$29,294Mileage not verified

Comparison: 3 similar vehicles

Jackson, MI

No Photo

2027 Chevrolet Bolt LT

Jackson, MI

UnscoredInsufficient · 3
$29,294Mileage not verified

Comparison: 3 similar vehicles

Jackson, MI

No Photo

2027 Chevrolet Bolt LT

Greenville, MI

UnscoredLimited · 8
$29,304Mileage not verified

Comparison: 8 similar vehicles

Greenville, MI

No Photo

2027 Chevrolet Bolt LT

City of the Village of Clarkston, MI

UnscoredInsufficient · 3
$29,304Mileage not verified

Comparison: 3 similar vehicles

City of the Village of Clarkston, MI

No Photo

2027 Chevrolet Bolt LT

Clinton Twp., MI

Fair PriceRobust · 149
$29,304Mileage not verified

Market: $26,751$33,050

Comparison: 149 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 226 days listed (based on current market benchmarks)

Clinton Twp., MI

No Photo

2027 Chevrolet Bolt LT

Waterford, MI

Fair PriceRobust · 167
$29,309Mileage not verified

Market: $26,751$33,050

Comparison: 167 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 110 days listed (based on current market benchmarks)

Waterford, MI

No Photo

2027 Chevrolet Bolt LT

Eaton Rapids, MI

Fair PriceRobust · 64
$29,309Mileage not verified

Market: $28,226$33,159

Comparison: 64 similar vehicles

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

Eaton Rapids, MI

No Photo

2027 Chevrolet Bolt LT

Davison, MI

Fair PriceLimited · 11
$29,335Mileage not verified

Market: $28,912$30,935

Comparison: 11 similar vehicles

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

Davison, MI

No Photo

2027 Chevrolet Bolt LT

Manistee, MI

UnscoredInsufficient · 0
$29,365100 mi

Manistee, MI

No Photo

2027 Chevrolet Bolt LT

Center Line, MI

UnscoredLimited · 7
$29,365Mileage not verified

Comparison: 7 similar vehicles

Center Line, MI

No Photo

2027 Chevrolet Bolt LT

Washington, MI

Fair PriceRobust · 152
$29,432Mileage not verified

Market: $26,751$33,050

Comparison: 152 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 125 days listed (based on current market benchmarks)

Washington, MI

No Photo

2027 Chevrolet Bolt LT

Novi, MI

UnscoredLimited · 6
$29,516Mileage not verified

Comparison: 6 similar vehicles

Novi, MI

No Photo

2027 Chevrolet Bolt LT

China Township, MI

Fair PriceModerate · 25
$29,565Mileage not verified

Market: $29,565$31,355

Comparison: 25 similar vehicles

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

China Township, MI

No Photo

2027 Chevrolet Bolt LT

Plymouth, MI

Fair PriceModerate · 24
$29,565Mileage not verified

Market: $26,751$31,355

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 143 days listed (based on current market benchmarks)

Plymouth, MI

No Photo

2027 Chevrolet Bolt LT

Plymouth, MI

Fair PriceModerate · 24
$29,565Mileage not verified

Market: $26,751$31,355

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 126 days listed (based on current market benchmarks)

Plymouth, MI

No Photo

2027 Chevrolet Bolt LT

Battle Creek, MI

Fair PriceModerate · 21
$29,565Mileage not verified

Market: $29,113$33,159

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 138 days listed (based on current market benchmarks)

Battle Creek, MI

No Photo

2027 Chevrolet Bolt LT

Dexter, MI

Fair PriceLimited · 13
$29,565Mileage not verified

Market: $29,565$31,355

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 148 days listed (based on current market benchmarks)

Dexter, MI

No Photo

2027 Chevrolet Bolt LT

City of the Village of Clarkston, MI

UnscoredInsufficient · 3
$29,569Mileage not verified

Comparison: 3 similar vehicles

City of the Village of Clarkston, MI

No Photo

2027 Chevrolet Bolt LT

City of the Village of Clarkston, MI

UnscoredInsufficient · 3
$29,569Mileage not verified

Comparison: 3 similar vehicles

City of the Village of Clarkston, MI

No Photo

2027 Chevrolet Bolt LT

City of the Village of Clarkston, MI

UnscoredInsufficient · 3
$29,569Mileage not verified

Comparison: 3 similar vehicles

City of the Village of Clarkston, MI

No Photo

2027 Chevrolet Bolt LT

Detroit, MI

Fair PriceRobust · 151
$29,600Mileage not verified

Market: $26,751$33,050

Comparison: 151 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 111 days listed (based on current market benchmarks)

Detroit, MI

No Photo

2027 Chevrolet Bolt LT

Taylor, MI

Fair PriceRobust · 132
$29,666Mileage not verified

Market: $26,751$33,050

Comparison: 132 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 111 days listed (based on current market benchmarks)

Taylor, MI

No Photo

2027 Chevrolet Bolt LT

Waterford, MI

Fair PriceRobust · 167
$29,699Mileage not verified

Market: $26,751$33,050

Comparison: 167 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 95 days listed (based on current market benchmarks)

Waterford, MI

No Photo

2027 Chevrolet Bolt LT

Lake City, MI

UnscoredInsufficient · 4
$29,796Mileage not verified

Comparison: 4 similar vehicles

Lake City, MI

No Photo

2027 Chevrolet Bolt LT

Kalamazoo, MI

Fair PriceLimited · 11
$29,855Mileage not verified

Market: $29,113$31,268

Comparison: 11 similar vehicles

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

Kalamazoo, MI

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 velocity 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 used only as context that can withhold a verdict on extreme-mileage vehicles rather than adjust the comparable prices. 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 and Price-to-Market analysis is protected by U.S. Patent No. 12,236,477. The 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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Independent, evidence-backed pricing intelligence for every major US metro

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