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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 17, 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

1,262 listings found

No Photo

2027 Ford E-Series Cutaway Base

Montgomery, AL

Great DealModerate · 44
$40,120Mileage not verified

Market: $42,005$50,310

Comparison: 44 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 43 days listed (based on current market benchmarks)

Montgomery, AL

No Photo

2027 Ford E-Series Cutaway Base

Birmingham, AL

UnscoredLimited · 9
$42,005Mileage not verified

Comparison: 9 similar vehicles

Birmingham, AL

No Photo

2027 Ford E-Series Cutaway Base

Bessemer, AL

UnscoredLimited · 8
$46,723Mileage not verified

Comparison: 8 similar vehicles

Bessemer, AL

No Photo

2027 Ford E-Series Cutaway Base

Bessemer, AL

UnscoredLimited · 8
$46,723Mileage not verified

Comparison: 8 similar vehicles

Bessemer, AL

No Photo

2027 Ford E-Series Cutaway Base

Prattville, AL

UnscoredInsufficient · 4
$47,360465 mi

Comparison: 4 similar vehicles

Prattville, AL

No Photo

2027 Ford E-Series Cutaway Base

Auburn, AL

Fair PriceModerate · 39
$47,885Mileage not verified

Market: $47,885$50,310

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 239 days listed (based on current market benchmarks)

Auburn, AL

No Photo

2027 Ford E-Series Cutaway Base

Auburn, AL

Fair PriceModerate · 39
$47,885Mileage not verified

Market: $47,885$50,310

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 243 days listed (based on current market benchmarks)

Auburn, AL

No Photo

2027 Ford E-Series Cutaway Base

Auburn, AL

Fair PriceModerate · 38
$47,885Mileage not verified

Market: $47,885$50,310

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 239 days listed (based on current market benchmarks)

Auburn, AL

No Photo

2027 Ford E-Series Cutaway Base

Fort Payne, AL

UnscoredLimited · 7
$48,209320 mi

Comparison: 7 similar vehicles

Fort Payne, AL

No Photo

2027 Ford E-Series Cutaway Base

Fort Payne, AL

UnscoredLimited · 7
$48,589Mileage not verified

Comparison: 7 similar vehicles

Fort Payne, AL

No Photo

2027 Ford E-Series Cutaway Base

Fort Payne, AL

UnscoredLimited · 7
$48,589Mileage not verified

Comparison: 7 similar vehicles

Fort Payne, AL

No Photo

2027 Ford E-Series Cutaway Base

Fort Payne, AL

UnscoredLimited · 7
$48,589Mileage not verified

Comparison: 7 similar vehicles

Fort Payne, AL

No Photo

2027 Ford E-Series Cutaway Base

Fort Payne, AL

UnscoredLimited · 7
$48,589Mileage not verified

Comparison: 7 similar vehicles

Fort Payne, AL

No Photo

2027 Ford E-Series Cutaway Base

Fort Payne, AL

UnscoredLimited · 7
$48,589Mileage not verified

Comparison: 7 similar vehicles

Fort Payne, AL

No Photo

2027 Ford E-Series Cutaway Base

Auburn, AL

Fair PriceModerate · 38
$48,730Mileage not verified

Market: $47,885$50,310

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 173 days listed (based on current market benchmarks)

Auburn, AL

No Photo

2027 Ford E-Series Cutaway Base

Auburn, AL

Fair PriceModerate · 38
$48,730Mileage not verified

Market: $47,885$50,310

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 151 days listed (based on current market benchmarks)

Auburn, AL

No Photo

2027 Ford E-Series Cutaway Base

Auburn, AL

Fair PriceModerate · 38
$48,730Mileage not verified

Market: $47,885$50,310

Comparison: 38 similar vehicles

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

Auburn, AL

No Photo

2027 Ford E-Series Cutaway Base

Auburn, AL

Fair PriceModerate · 38
$48,730Mileage not verified

Market: $47,885$50,310

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 124 days listed (based on current market benchmarks)

Auburn, AL

No Photo

2027 Ford E-Series Cutaway Base

Auburn, AL

Fair PriceModerate · 38
$48,730Mileage not verified

Market: $47,885$50,310

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 124 days listed (based on current market benchmarks)

Auburn, AL

No Photo

2027 Ford E-Series Cutaway Base

Auburn, AL

Fair PriceModerate · 38
$48,730Mileage not verified

Market: $47,885$50,310

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 145 days listed (based on current market benchmarks)

Auburn, AL

No Photo

2027 Ford E-Series Cutaway Base

Auburn, AL

Fair PriceModerate · 38
$48,730Mileage not verified

Market: $47,885$50,310

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 140 days listed (based on current market benchmarks)

Auburn, AL

No Photo

2027 Ford E-Series Cutaway Base

Auburn, AL

Fair PriceModerate · 38
$48,730Mileage not verified

Market: $47,885$50,310

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 124 days listed (based on current market benchmarks)

Auburn, AL

No Photo

2027 Ford E-Series Cutaway Base

Auburn, AL

Fair PriceModerate · 38
$48,730Mileage not verified

Market: $47,885$50,310

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 145 days listed (based on current market benchmarks)

Auburn, AL

No Photo

2027 Ford E-Series Cutaway Base

Auburn, AL

Fair PriceModerate · 38
$48,730Mileage not verified

Market: $47,885$50,310

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 151 days listed (based on current market benchmarks)

Auburn, AL

No Photo

2027 Ford E-Series Cutaway Base

Auburn, AL

Fair PriceModerate · 38
$48,730Mileage not verified

Market: $47,885$50,310

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 124 days listed (based on current market benchmarks)

Auburn, AL

No Photo

2027 Ford E-Series Cutaway Base

Auburn, AL

Fair PriceModerate · 38
$48,730Mileage not verified

Market: $47,885$50,310

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 139 days listed (based on current market benchmarks)

Auburn, AL

No Photo

2027 Ford E-Series Cutaway Base

Auburn, AL

Fair PriceModerate · 38
$48,730Mileage not verified

Market: $47,885$50,310

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 124 days listed (based on current market benchmarks)

Auburn, AL

No Photo

2027 Ford E-Series Cutaway Base

Auburn, AL

Fair PriceModerate · 38
$48,730Mileage not verified

Market: $47,885$50,310

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 151 days listed (based on current market benchmarks)

Auburn, AL

No Photo

2027 Ford E-Series Cutaway Base

Auburn, AL

Fair PriceModerate · 38
$48,730Mileage not verified

Market: $47,885$50,310

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 175 days listed (based on current market benchmarks)

Auburn, AL

No Photo

2027 RAM ProMaster Cargo Van Tradesman

Prattville, AL

UnscoredInsufficient · 3
$49,255Mileage not verified

Comparison: 3 similar vehicles

Prattville, AL

No Photo

2027 RAM ProMaster Cargo Van Tradesman

Prattville, AL

UnscoredInsufficient · 3
$49,255Mileage not verified

Comparison: 3 similar vehicles

Prattville, AL

No Photo

2027 RAM ProMaster Cargo Van Tradesman

Prattville, AL

UnscoredInsufficient · 3
$49,255Mileage not verified

Comparison: 3 similar vehicles

Prattville, AL

No Photo

2027 RAM ProMaster Cargo Van Tradesman

Prattville, AL

UnscoredInsufficient · 3
$49,441Mileage not verified

Comparison: 3 similar vehicles

Prattville, AL

No Photo

2027 Ford E-Series Cutaway Base

Auburn, AL

Fair PriceModerate · 38
$50,260Mileage not verified

Market: $47,885$50,310

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Auburn, AL

No Photo

2027 Ford E-Series Cutaway Base

Auburn, AL

Fair PriceModerate · 38
$50,260Mileage not verified

Market: $47,885$50,310

Comparison: 38 similar vehicles

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

Auburn, AL

No Photo

2027 Ford E-Series Cutaway Base

Auburn, AL

OverpricedModerate · 38
$50,310395 mi

Market: $47,885$50,260

Comparison: 38 similar vehicles

Auburn, AL

No Photo

2027 RAM ProMaster Cargo Van Tradesman

Cullman, AL

UnscoredLimited · 6
$50,715Mileage not verified

Comparison: 6 similar vehicles

Cullman, AL

No Photo

2027 RAM ProMaster Cargo Van Tradesman

Clanton, AL

Fair PriceLimited · 10
$51,524Mileage not verified

Market: $49,255$60,520

Comparison: 10 similar vehicles

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

Clanton, AL

No Photo

2027 RAM ProMaster Cargo Van Tradesman

Clanton, AL

Fair PriceLimited · 10
$51,790Mileage not verified

Market: $49,255$60,520

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Clanton, AL

No Photo

2027 RAM ProMaster Cargo Van Tradesman

Clanton, AL

Fair PriceLimited · 10
$51,790Mileage not verified

Market: $49,255$60,520

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Clanton, AL

No Photo

2027 Ford Transit Van Base

Bessemer, AL

UnscoredLimited · 6
$52,051Mileage not verified

Comparison: 6 similar vehicles

Bessemer, AL

No Photo

2027 RAM ProMaster Cargo Van Tradesman

Cullman, AL

UnscoredLimited · 6
$53,015Mileage not verified

Comparison: 6 similar vehicles

Cullman, AL

No Photo

2027 Ford Transit Van Base

Montgomery, AL

UnscoredLimited · 9
$53,250Mileage not verified

Comparison: 9 similar vehicles

Montgomery, AL

No Photo

2027 Ford Transit Van Base

Mobile, AL

Fair PriceModerate · 45
$53,485Mileage not verified

Market: $49,631$63,428

Comparison: 45 similar vehicles

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

Mobile, AL

No Photo

2027 Ford Transit Van Base

Montgomery, AL

Fair PriceLimited · 10
$53,520Mileage not verified

Market: $53,250$59,552

Comparison: 10 similar vehicles

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

Montgomery, AL

No Photo

2027 Ford Transit Van Base

Muscle Shoals, AL

Fair PriceLimited · 11
$53,648Mileage not verified

Market: $52,051$68,490

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Muscle Shoals, AL

No Photo

2027 Ford Transit Van Base

Prattville, AL

UnscoredInsufficient · 3
$53,670Mileage not verified

Comparison: 3 similar vehicles

Prattville, AL

No Photo

2027 Ford Transit Van Base

Mobile, AL

Fair PriceModerate · 45
$54,317Mileage not verified

Market: $49,631$63,428

Comparison: 45 similar vehicles

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

Mobile, AL

No Photo

2027 Ford Transit Van Base

Mobile, AL

Fair PriceModerate · 45
$54,639Mileage not verified

Market: $49,631$63,428

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Mobile, AL

No Photo

2027 Ford Transit Van Base

Decatur, AL

UnscoredInsufficient · 3
$54,930Mileage not verified

Comparison: 3 similar vehicles

Decatur, AL

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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