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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 13, 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

8,657 listings found

No Photo

2027 Ford E-Series Cutaway Base

Apopka, FL

Fair PriceLimited · 18
$45,650Mileage not verified

Market: $45,650$71,764

Comparison: 18 similar vehicles

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

Apopka, FL

No Photo

2027 Ford E-Series Cutaway Base

Daytona Beach, FL

UnscoredLimited · 6
$46,850Mileage not verified

Comparison: 6 similar vehicles

Daytona Beach, FL

No Photo

2027 Ford E-Series Cutaway Base

Delray Beach, FL

Fair PriceModerate · 20
$46,999532 mi

Market: $45,650$72,758

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 123 days listed (based on current market benchmarks)

Delray Beach, FL

No Photo

2027 Ford E-Series Cutaway Base

Fort Lauderdale, FL

UnscoredLimited · 6
$46,999493 mi

Comparison: 6 similar vehicles

Fort Lauderdale, FL

No Photo

2027 Ford E-Series Cutaway Base

West Palm Beach, FL

Fair PriceModerate · 20
$47,298167 mi

Market: $45,650$72,758

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

West Palm Beach, FL

No Photo

2027 Ford E-Series Cutaway Base

Apopka, FL

Fair PriceLimited · 18
$47,790Mileage not verified

Market: $45,650$72,758

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

Apopka, FL

No Photo

2027 RAM ProMaster Cargo Van Tradesman

Bradenton, FL

Great DealRobust · 77
$48,290Mileage not verified

Market: $50,015$63,614

Comparison: 77 similar vehicles

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

Bradenton, FL

No Photo

2027 Ford E-Series Cutaway Base

Orlando, FL

Great DealModerate · 21
$48,435Mileage not verified

Market: $60,949$67,918

Comparison: 21 similar vehicles

Competitively priced ~21% below the typical range compared to similar vehicles · 39 days listed (based on current market benchmarks)

Orlando, FL

No Photo

2027 Ford E-Series Cutaway Base

Apopka, FL

Fair PriceLimited · 18
$48,435Mileage not verified

Market: $45,650$72,758

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Apopka, FL

No Photo

2027 Ford Transit Van Base

Tampa, FL

Great DealModerate · 36
$48,752Mileage not verified

Market: $49,022$60,839

Comparison: 36 similar vehicles

Competitively priced ~1% below the typical range compared to similar vehicles · 64 days listed (based on current market benchmarks)

Tampa, FL

No Photo

2027 Ford E-Series Cutaway Base

Daytona Beach, FL

UnscoredLimited · 6
$48,820Mileage not verified

Comparison: 6 similar vehicles

Daytona Beach, FL

No Photo

2027 Ford Transit Van Base

Tampa, FL

Fair PriceModerate · 36
$49,022Mileage not verified

Market: $48,752$60,839

Comparison: 36 similar vehicles

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

Tampa, FL

No Photo

2027 Ford Transit Van Base

Tampa, FL

Fair PriceModerate · 36
$49,022Mileage not verified

Market: $48,752$60,839

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Tampa, FL

No Photo

2027 Ford E-Series Cutaway Base

Apopka, FL

Fair PriceLimited · 18
$49,035Mileage not verified

Market: $45,650$72,758

Comparison: 18 similar vehicles

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

Apopka, FL

No Photo

2027 Ford E-Series Cutaway Base

Daytona Beach, FL

UnscoredLimited · 6
$49,420Mileage not verified

Comparison: 6 similar vehicles

Daytona Beach, FL

No Photo

2027 Ford Transit Van Base

Kissimmee, FL

Great DealLimited · 11
$49,749Mileage not verified

Market: $51,265$56,782

Comparison: 11 similar vehicles

Competitively priced ~3% below the typical range compared to similar vehicles · 4 days listed (based on current market benchmarks)

Kissimmee, FL

No Photo

2027 RAM ProMaster Cargo Van Tradesman

Tampa, FL

UnscoredLimited · 9
$50,015Mileage not verified

Comparison: 9 similar vehicles

Tampa, FL

No Photo

2027 Ford Transit Van Base

Tampa, FL

Fair PriceModerate · 36
$50,056Mileage not verified

Market: $48,752$60,839

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Tampa, FL

No Photo

2027 Ford E-Series Cutaway Base

Fort Myers, FL

Fair PriceLimited · 12
$50,083Mileage not verified

Market: $50,083$51,033

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Fort Myers, FL

No Photo

2027 Ford E-Series Cutaway Base

Fort Myers, FL

Fair PriceLimited · 12
$50,083Mileage not verified

Market: $50,083$51,033

Comparison: 12 similar vehicles

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

Fort Myers, FL

No Photo

2027 Ford E-Series Cutaway Base

Fort Myers, FL

Fair PriceLimited · 12
$50,083Mileage not verified

Market: $50,083$51,033

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 188 days listed (based on current market benchmarks)

Fort Myers, FL

No Photo

2027 Ford E-Series Cutaway Base

Fort Myers, FL

Fair PriceLimited · 12
$50,083Mileage not verified

Market: $50,083$51,033

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Fort Myers, FL

No Photo

2027 Ford E-Series Cutaway Base

Fort Myers, FL

Fair PriceLimited · 12
$50,083Mileage not verified

Market: $50,083$51,033

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Fort Myers, FL

No Photo

2027 Ford Transit Van Base

Orlando, FL

Fair PriceRobust · 154
$50,112Mileage not verified

Market: $49,093$72,873

Comparison: 154 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Orlando, FL

No Photo

2027 Ford E-Series Cutaway Base

Fort Myers, FL

Fair PriceLimited · 12
$50,168Mileage not verified

Market: $50,083$51,033

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Fort Myers, FL

No Photo

2027 Ford E-Series Cutaway Base

Fort Myers, FL

Fair PriceLimited · 12
$50,168Mileage not verified

Market: $50,083$51,033

Comparison: 12 similar vehicles

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

Fort Myers, FL

No Photo

2027 Ford Transit Van Base

Tampa, FL

Fair PriceModerate · 36
$50,188Mileage not verified

Market: $48,752$60,839

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Tampa, FL

No Photo

2027 RAM ProMaster Cargo Van Tradesman

Seminole, FL

UnscoredLimited · 6
$50,280Mileage not verified

Comparison: 6 similar vehicles

Seminole, FL

No Photo

2027 RAM ProMaster Cargo Van Tradesman

Seminole, FL

UnscoredLimited · 6
$50,280Mileage not verified

Comparison: 6 similar vehicles

Seminole, FL

No Photo

2027 Ford E-Series Cutaway Base

Fort Myers, FL

Fair PriceLimited · 12
$50,468Mileage not verified

Market: $50,083$51,033

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Fort Myers, FL

No Photo

2027 Ford Transit Van Base

St. Cloud, FL

UnscoredInsufficient · 3
$50,495Mileage not verified

Comparison: 3 similar vehicles

St. Cloud, FL

No Photo

2027 Ford Transit Passenger Van XL

Miami, FL

Great DealLimited · 13
$50,618Mileage not verified

Market: $65,093$72,020

Comparison: 13 similar vehicles

Competitively priced ~22% below the typical range compared to similar vehicles · 2 days listed (based on current market benchmarks)

Miami, FL

No Photo

2027 Ford E-Series Cutaway Base

Fort Myers, FL

Fair PriceLimited · 12
$50,683Mileage not verified

Market: $50,083$51,033

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Fort Myers, FL

No Photo

2027 Ford E-Series Cutaway Base

Fort Myers, FL

Fair PriceLimited · 12
$50,683Mileage not verified

Market: $50,083$51,033

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Fort Myers, FL

No Photo

2027 Ford E-Series Cutaway Base

Fort Myers, FL

Fair PriceLimited · 12
$50,683Mileage not verified

Market: $50,083$51,033

Comparison: 12 similar vehicles

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

Fort Myers, FL

No Photo

2027 Ford E-Series Cutaway Base

Fort Myers, FL

Fair PriceLimited · 12
$50,683Mileage not verified

Market: $50,083$51,033

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Fort Myers, FL

No Photo

2027 RAM ProMaster Cargo Van Tradesman

Stuart, FL

UnscoredInsufficient · 4
$50,725Mileage not verified

Comparison: 4 similar vehicles

Stuart, FL

No Photo

2027 RAM ProMaster Cargo Van Tradesman

Stuart, FL

UnscoredInsufficient · 4
$50,725Mileage not verified

Comparison: 4 similar vehicles

Stuart, FL

No Photo

2027 Ford Transit Van Base

Hialeah, FL

Great DealLimited · 19
$50,929Mileage not verified

Market: $52,000$63,428

Comparison: 19 similar vehicles

Competitively priced ~2% below the typical range compared to similar vehicles · 11 days listed (based on current market benchmarks)

Hialeah, FL

No Photo

2027 Ford E-Series Cutaway Base

Titusville, FL

Fair PriceModerate · 37
$50,973Mileage not verified

Market: $45,650$72,758

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 217 days listed (based on current market benchmarks)

Titusville, FL

No Photo

2027 Ford E-Series Cutaway Base

Titusville, FL

Fair PriceModerate · 37
$50,973Mileage not verified

Market: $45,650$72,758

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 130 days listed (based on current market benchmarks)

Titusville, FL

No Photo

2027 Ford E-Series Cutaway Base

Jacksonville, FL

UnscoredLimited · 5
$51,032Mileage not verified

Comparison: 5 similar vehicles

Jacksonville, FL

No Photo

2027 Ford E-Series Cutaway Base

Jacksonville, FL

UnscoredLimited · 5
$51,032177 mi

Comparison: 5 similar vehicles

Jacksonville, FL

No Photo

2027 Ford E-Series Cutaway Base

Fort Myers, FL

OverpricedLimited · 12
$51,033Mileage not verified

Market: $50,083$50,683

Comparison: 12 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Fort Myers, FL

No Photo

2027 RAM ProMaster Cargo Van Tradesman

Pompano Beach, FL

Fair PriceModerate · 36
$51,038Mileage not verified

Market: $51,038$63,187

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Pompano Beach, FL

No Photo

2027 RAM ProMaster Cargo Van Tradesman

Pompano Beach, FL

Fair PriceModerate · 36
$51,038Mileage not verified

Market: $51,038$63,187

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Pompano Beach, FL

No Photo

2027 Ford E-Series Cutaway Base

Clearwater, FL

Fair PriceLimited · 17
$51,079Mileage not verified

Market: $45,959$76,808

Comparison: 17 similar vehicles

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

Clearwater, FL

No Photo

2027 Ford Transit Van Base

St. Cloud, FL

UnscoredInsufficient · 3
$51,110Mileage not verified

Comparison: 3 similar vehicles

St. Cloud, FL

No Photo

2027 Ford Transit Van Base

Nokomis, FL

UnscoredLimited · 7
$51,223Mileage not verified

Comparison: 7 similar vehicles

Nokomis, FL

No Photo

2027 Ford Transit Van Base

Tampa, FL

Fair PriceModerate · 36
$51,258Mileage not verified

Market: $48,752$60,839

Comparison: 36 similar vehicles

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

Tampa, FL

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 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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