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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 9, 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

226 listings found

No Photo

2027 Chevrolet Bolt LT

South Kingstown, RI

Fair PriceLimited · 17
$28,787Mileage not verified

Market: $27,065$30,986

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 133 days listed (based on current market benchmarks)

South Kingstown, RI

No Photo

2027 Chevrolet Bolt LT

South Kingstown, RI

Fair PriceLimited · 17
$28,787Mileage not verified

Market: $27,065$30,986

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 146 days listed (based on current market benchmarks)

South Kingstown, RI

No Photo

2027 Chevrolet Bolt LT

South Kingstown, RI

Fair PriceLimited · 17
$29,787Mileage not verified

Market: $27,065$30,986

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

South Kingstown, RI

No Photo

2027 Chevrolet Bolt RS

South Kingstown, RI

UnscoredLimited · 9
$32,587Mileage not verified

Comparison: 9 similar vehicles

South Kingstown, RI

No Photo

2027 Toyota bZ XLE

Middletown, RI

Great DealLimited · 14
$41,230Mileage not verified

Market: $42,379$44,403

Comparison: 14 similar vehicles

Competitively priced ~3% below the typical range compared to similar vehicles · 17 days listed (based on current market benchmarks)

Middletown, RI

No Photo

2027 Hyundai IONIQ 5 SEL

Johnston, RI

Fair PriceRobust · 72
$42,670Mileage not verified

Market: $42,045$47,374

Comparison: 72 similar vehicles

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

Johnston, RI

No Photo

2027 Toyota bZ XLE

North Kingstown, RI

Fair PriceLimited · 12
$43,184Mileage not verified

Market: $41,230$44,403

Comparison: 12 similar vehicles

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

North Kingstown, RI

No Photo

2027 Toyota bZ XLE

Smithfield, RI

Fair PriceModerate · 43
$43,974Mileage not verified

Market: $41,230$44,817

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Smithfield, RI

No Photo

2027 Hyundai IONIQ 5 SEL

North Kingstown, RI

Fair PriceModerate · 26
$46,425Mileage not verified

Market: $42,045$47,374

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

North Kingstown, RI

No Photo

2027 Hyundai IONIQ 5 SEL

North Kingstown, RI

Fair PriceModerate · 26
$46,650Mileage not verified

Market: $42,045$47,374

Comparison: 26 similar vehicles

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

North Kingstown, RI

No Photo

2027 Toyota bZ Woodland

North Kingstown, RI

UnscoredLimited · 7
$47,850Mileage not verified

Comparison: 7 similar vehicles

North Kingstown, RI

No Photo

2027 Hyundai IONIQ 5 Limited

Cranston, RI

UnscoredInsufficient · 3
$48,175Mileage not verified

Comparison: 3 similar vehicles

Cranston, RI

No Photo

2027 Toyota bZ Woodland

East Providence, RI

Fair PriceModerate · 32
$48,255Mileage not verified

Market: $45,867$52,333

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

East Providence, RI

No Photo

2027 Cadillac LYRIQ Luxury

Cranston, RI

UnscoredInsufficient · 3
$64,363Mileage not verified

Comparison: 3 similar vehicles

Cranston, RI

No Photo

2027 Cadillac LYRIQ Luxury

Warwick, RI

UnscoredInsufficient · 0
$66,175Mileage not verified

Warwick, RI

No Photo

2027 BMW iX3 50

Middletown, RI

UnscoredInsufficient · 0
$71,170Mileage not verified

Middletown, RI

No Photo

2027 Cadillac OPTIQ V-Series

Warwick, RI

UnscoredInsufficient · 0
$76,195Mileage not verified

Warwick, RI

No Photo

2026 Nissan LEAF S+

West Warwick, RI

UnscoredInsufficient · 0
$32,778Mileage not verified

West Warwick, RI

No Photo

2026 Hyundai IONIQ 5 SEL

Cranston, RI

UnscoredInsufficient · 3
$39,295Mileage not verified

Comparison: 3 similar vehicles

Cranston, RI

No Photo

2026 Subaru Solterra Premium

Cranston, RI

UnscoredLimited · 5
$39,767Mileage not verified

Comparison: 5 similar vehicles

Cranston, RI

No Photo

2026 Volkswagen ID.4 PRO

East Providence, RI

Fair PriceModerate · 26
$40,371Mileage not verified

Market: $40,066$45,147

Comparison: 26 similar vehicles

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

East Providence, RI

No Photo

2026 Chevrolet Equinox EV 2LT

Warwick, RI

UnscoredLimited · 8
$40,885Mileage not verified

Comparison: 8 similar vehicles

Warwick, RI

No Photo

2026 Chevrolet Equinox EV 2LT

Johnston, RI

UnscoredInsufficient · 4
$40,885Mileage not verified

Comparison: 4 similar vehicles

Johnston, RI

No Photo

2026 Toyota bZ XLE

Smithfield, RI

Fair PriceRobust · 88
$40,893Mileage not verified

Market: $39,008$50,318

Comparison: 88 similar vehicles

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

Smithfield, RI

No Photo

2026 Ford Mustang Mach-E Select AWD

East Greenwich, RI

Great DealLimited · 19
$40,899Mileage not verified

Market: $41,129$50,855

Comparison: 19 similar vehicles

Competitively priced ~1% below the typical range compared to similar vehicles · 142 days listed (based on current market benchmarks)

East Greenwich, RI

No Photo

2026 Toyota bZ XLE

Middletown, RI

Fair PriceModerate · 31
$41,161Mileage not verified

Market: $39,008$44,147

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Middletown, RI

No Photo

2026 Toyota bZ XLE

Middletown, RI

Fair PriceModerate · 31
$41,161Mileage not verified

Market: $39,008$44,147

Comparison: 31 similar vehicles

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

Middletown, RI

No Photo

2026 Ford Mustang Mach-E Select AWD

East Greenwich, RI

Fair PriceLimited · 19
$41,604Mileage not verified

Market: $40,899$50,855

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 207 days listed (based on current market benchmarks)

East Greenwich, RI

No Photo

2026 Toyota bZ XLE

North Kingstown, RI

Fair PriceModerate · 32
$41,886Mileage not verified

Market: $39,008$44,147

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

North Kingstown, RI

No Photo

2026 Ford Mustang Mach-E Select AWD

Narragansett, RI

Fair PriceLimited · 13
$42,599Mileage not verified

Market: $40,899$50,855

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 180 days listed (based on current market benchmarks)

Narragansett, RI

No Photo

2026 Toyota bZ XLE

Cranston, RI

UnscoredInsufficient · 3
$42,823Mileage not verified

Comparison: 3 similar vehicles

Cranston, RI

No Photo

2026 Kia EV6 Light L/R

Warwick, RI

Fair PriceLimited · 15
$42,875Mileage not verified

Market: $40,680$48,075

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Warwick, RI

No Photo

2026 Toyota bZ XLE

Smithfield, RI

Fair PriceRobust · 88
$43,072Mileage not verified

Market: $39,008$50,318

Comparison: 88 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Smithfield, RI

No Photo

2026 Toyota bZ XLE

Warwick, RI

UnscoredInsufficient · 3
$43,204Mileage not verified

Comparison: 3 similar vehicles

Warwick, RI

No Photo

2026 Toyota bZ XLE

East Providence, RI

UnscoredInsufficient · 3
$43,217Mileage not verified

Comparison: 3 similar vehicles

East Providence, RI

No Photo

2026 Toyota bZ XLE

East Providence, RI

UnscoredInsufficient · 3
$43,293Mileage not verified

Comparison: 3 similar vehicles

East Providence, RI

No Photo

2026 Toyota bZ XLE

East Providence, RI

UnscoredInsufficient · 3
$43,567Mileage not verified

Comparison: 3 similar vehicles

East Providence, RI

No Photo

2026 Chevrolet Equinox EV 2LT

Cranston, RI

UnscoredLimited · 8
$43,5821,623 mi

Comparison: 8 similar vehicles

Cranston, RI

No Photo

2026 Chevrolet Equinox EV 2LT

Cranston, RI

UnscoredLimited · 8
$43,5822,595 mi

Comparison: 8 similar vehicles

Cranston, RI

No Photo

2026 Ford Mustang Mach-E Select AWD

Cranston, RI

UnscoredInsufficient · 4
$44,379Mileage not verified

Comparison: 4 similar vehicles

Cranston, RI

No Photo

2026 Chevrolet Equinox EV 2LT

Johnston, RI

UnscoredInsufficient · 4
$45,007Mileage not verified

Comparison: 4 similar vehicles

Johnston, RI

No Photo

2026 Volkswagen ID.4 PRO

Cranston, RI

UnscoredLimited · 5
$45,147Mileage not verified

Comparison: 5 similar vehicles

Cranston, RI

No Photo

2026 Ford Mustang Mach-E Select AWD

Cranston, RI

UnscoredLimited · 5
$45,484Mileage not verified

Comparison: 5 similar vehicles

Cranston, RI

No Photo

2026 Ford Mustang Mach-E Select AWD

Cranston, RI

UnscoredInsufficient · 4
$45,879Mileage not verified

Comparison: 4 similar vehicles

Cranston, RI

No Photo

2026 Toyota bZ Woodland

Middletown, RI

Fair PriceModerate · 31
$45,893Mileage not verified

Market: $45,790$50,133

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Middletown, RI

No Photo

2026 Kia EV6 Wind

Warwick, RI

UnscoredLimited · 5
$46,175Mileage not verified

Comparison: 5 similar vehicles

Warwick, RI

No Photo

2026 Volvo EX30 Ultra

Cranston, RI

Fair PriceModerate · 42
$46,299Mileage not verified

Market: $41,021$55,260

Comparison: 42 similar vehicles

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

Cranston, RI

No Photo

2026 Chevrolet Blazer EV LT

Cranston, RI

UnscoredInsufficient · 4
$46,467Mileage not verified

Comparison: 4 similar vehicles

Cranston, RI

No Photo

2026 Toyota bZ Limited

North Kingstown, RI

UnscoredLimited · 5
$46,878Mileage not verified

Comparison: 5 similar vehicles

North Kingstown, RI

No Photo

2026 Kia EV9 Land

Cranston, RI

UnscoredInsufficient · 0
$46,90011,095 mi

Cranston, RI

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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