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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. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · October 6, 2026

5.9M+

Unique vehicles analyzed

as of October 5, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.8M used·Listings processed daily

Or explore the market

4,879 listings found

2027 Ford E-Series Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford E-Series Cutaway Base

Defiance, OH

Great DealModerate · 26
$27,9995,458 mi

Market: $36,500 – $80,323

Comparison: 26 similar vehicles

Competitively priced ~23% below the typical range compared to similar vehicles · 111 days listed (based on current market benchmarks)

Defiance, OH

2027 Ford E-Series Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford E-Series Cutaway Base

Genoa, OH

UnscoredInsufficient · 3
$43,773Mileage not verified

Comparison: 3 similar vehicles

Genoa, OH

2027 Ford Transit Van Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford Transit Van Base

Milford, OH

Great DealRobust · 119
$44,631Mileage not verified

Market: $49,987 – $69,490

Comparison: 119 similar vehicles

Competitively priced ~11% below the typical range compared to similar vehicles · 24 days listed (based on current market benchmarks)

Milford, OH

2027 Ford E-Series Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford E-Series Cutaway Base

Lebanon, OH

Fair PriceRobust · 53
$44,658222 mi

Market: $44,658 – $77,917

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Lebanon, OH

2027 Ford E-Series Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford E-Series Cutaway Base

Lebanon, OH

Fair PriceRobust · 53
$44,658222 mi

Market: $44,658 – $77,917

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Lebanon, OH

2027 Ford E-Series Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford E-Series Cutaway Base

Lebanon, OH

Fair PriceRobust · 53
$44,658257 mi

Market: $44,658 – $77,917

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Lebanon, OH

2027 Ford E-Series Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford E-Series Cutaway Base

Lebanon, OH

Fair PriceRobust · 53
$44,690251 mi

Market: $44,658 – $77,917

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Lebanon, OH

2027 Ford E-Series Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford E-Series Cutaway Base

Avon Lake, OH

Fair PriceRobust · 56
$44,947Mileage not verified

Market: $45,463 – $72,789

Comparison: 56 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 128 days listed (based on current market benchmarks)

Avon Lake, OH

2027 Ford E-Series Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford E-Series Cutaway Base

Cincinnati, OH

Fair PriceLimited · 11
$45,020Mileage not verified

Market: $45,020 – $73,988

Comparison: 11 similar vehicles

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

Cincinnati, OH

2027 Ford E-Series Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford E-Series Cutaway Base

Cincinnati, OH

Fair PriceLimited · 11
$45,020Mileage not verified

Market: $45,020 – $73,988

Comparison: 11 similar vehicles

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

Cincinnati, OH

2027 Ford E-Series Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford E-Series Cutaway Base

Cincinnati, OH

Fair PriceLimited · 11
$45,155Mileage not verified

Market: $45,020 – $73,988

Comparison: 11 similar vehicles

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

Cincinnati, OH

2027 Ford E-Series Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford E-Series Cutaway Base

Cincinnati, OH

Fair PriceLimited · 11
$45,155Mileage not verified

Market: $45,020 – $73,988

Comparison: 11 similar vehicles

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

Cincinnati, OH

2027 Ford E-Series Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford E-Series Cutaway Base

Sheffield, OH

Fair PriceRobust · 70
$45,463Mileage not verified

Market: $44,947 – $72,789

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

Sheffield, OH

2027 Ford E-Series Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford E-Series Cutaway Base

Sheffield, OH

Fair PriceRobust · 70
$45,463Mileage not verified

Market: $44,947 – $72,789

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Sheffield, OH

2027 Ford E-Series Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford E-Series Cutaway Base

Sheffield, OH

Fair PriceRobust · 70
$45,538Mileage not verified

Market: $44,947 – $72,789

Comparison: 70 similar vehicles

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

Sheffield, OH

2027 Ford E-Series Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford E-Series Cutaway Base

Sheffield, OH

Fair PriceRobust · 70
$45,538Mileage not verified

Market: $44,947 – $72,789

Comparison: 70 similar vehicles

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

Sheffield, OH

2027 Ford E-Series Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford E-Series Cutaway Base

Willard, OH

Fair PriceModerate · 23
$45,570Mileage not verified

Market: $43,773 – $72,789

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Willard, OH

2027 Ford E-Series Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford E-Series Cutaway Base

Alliance, OH

Fair PriceModerate · 39
$45,603Mileage not verified

Market: $46,415 – $72,789

Comparison: 39 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 62 days listed (based on current market benchmarks)

Alliance, OH

2027 Ford E-Series Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford E-Series Cutaway Base

Delphos, OH

Fair PriceRobust · 448
$45,999Mileage not verified

Market: $43,773 – $80,625

Comparison: 448 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 97 days listed (based on current market benchmarks)

Delphos, OH

2027 Ford E-Series Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford E-Series Cutaway Base

Fostoria, OH

UnscoredLimited · 6
$46,195158 mi

Comparison: 6 similar vehicles

Fostoria, OH

2027 Ford E-Series Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford E-Series Cutaway Base

Fostoria, OH

Fair PriceRobust · 525
$46,195Mileage not verified

Market: $43,773 – $80,625

Comparison: 525 similar vehicles

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

Fostoria, OH

2027 Ford E-Series Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford E-Series Cutaway Base

Lebanon, OH

Fair PriceRobust · 53
$46,780222 mi

Market: $44,658 – $77,917

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Lebanon, OH

2027 Ford E-Series Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford E-Series Cutaway Base

Lebanon, OH

Fair PriceRobust · 53
$46,780251 mi

Market: $44,658 – $77,917

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 109 days listed (based on current market benchmarks)

Lebanon, OH

2027 Ford E-Series Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford E-Series Cutaway Base

Avon Lake, OH

Fair PriceRobust · 56
$46,982297 mi

Market: $44,947 – $72,789

Comparison: 56 similar vehicles

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

Avon Lake, OH

2027 Ford E-Series Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford E-Series Cutaway Base

Avon Lake, OH

Fair PriceRobust · 56
$47,197Mileage not verified

Market: $44,947 – $72,789

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Avon Lake, OH

2027 Ford E-Series Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford E-Series Cutaway Base

Atwater, OH

Fair PriceRobust · 71
$47,263Mileage not verified

Market: $45,345 – $72,789

Comparison: 71 similar vehicles

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

Atwater, OH

2027 RAM ProMaster Cargo Van Tradesman

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 RAM ProMaster Cargo Van Tradesman

Delaware, OH

Fair PriceModerate · 34
$47,317Mileage not verified

Market: $47,746 – $60,833

Comparison: 34 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 11 days listed (based on current market benchmarks)

Delaware, OH

2027 Ford E-Series Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford E-Series Cutaway Base

Cuyahoga Falls, OH

Fair PriceRobust · 76
$47,358211 mi

Market: $45,345 – $72,789

Comparison: 76 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Cuyahoga Falls, OH

2027 RAM ProMaster Cargo Van Tradesman

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 RAM ProMaster Cargo Van Tradesman

Delaware, OH

Fair PriceModerate · 34
$47,746Mileage not verified

Market: $47,317 – $60,833

Comparison: 34 similar vehicles

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

Delaware, OH

2027 Ford Transit Van Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford Transit Van Base

Columbus, OH

Fair PriceRobust · 345
$47,968Mileage not verified

Market: $48,364 – $67,403

Comparison: 345 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 60 days listed (based on current market benchmarks)

Columbus, OH

2027 RAM ProMaster Cargo Van Tradesman

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 RAM ProMaster Cargo Van Tradesman

Norton, OH

Fair PriceLimited · 16
$48,182Mileage not verified

Market: $48,420 – $59,260

Comparison: 16 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 14 days listed (based on current market benchmarks)

Norton, OH

2027 Ford Transit Van Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford Transit Van Base

Columbus, OH

Fair PriceRobust · 345
$48,364Mileage not verified

Market: $47,968 – $67,403

Comparison: 345 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Columbus, OH

2027 Ford Transit Van Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford Transit Van Base

Columbus, OH

Fair PriceRobust · 345
$48,364Mileage not verified

Market: $47,968 – $67,403

Comparison: 345 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Columbus, OH

2027 RAM ProMaster Cargo Van Tradesman

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 RAM ProMaster Cargo Van Tradesman

Norton, OH

Fair PriceLimited · 16
$48,420Mileage not verified

Market: $48,182 – $59,260

Comparison: 16 similar vehicles

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

Norton, OH

2027 RAM ProMaster Cargo Van Tradesman

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 RAM ProMaster Cargo Van Tradesman

Springfield, OH

Great DealLimited · 17
$48,550Mileage not verified

Market: $50,550 – $65,248

Comparison: 17 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 12 days listed (based on current market benchmarks)

Springfield, OH

2027 Ford E-Series Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford E-Series Cutaway Base

Huron, OH

Fair PriceModerate · 34
$48,593Mileage not verified

Market: $43,773 – $72,789

Comparison: 34 similar vehicles

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

Huron, OH

2027 Ford E-Series Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford E-Series Cutaway Base

Huron, OH

Fair PriceModerate · 34
$48,593244 mi

Market: $43,773 – $72,789

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Huron, OH

2027 Ford E-Series Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford E-Series Cutaway Base

Huron, OH

Fair PriceModerate · 34
$48,593247 mi

Market: $43,773 – $72,789

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Huron, OH

2027 Ford E-Series Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford E-Series Cutaway Base

Alliance, OH

Fair PriceModerate · 39
$48,593Mileage not verified

Market: $45,603 – $72,789

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Alliance, OH

2027 Ford E-Series Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford E-Series Cutaway Base

Cleveland, OH

Fair PriceRobust · 63
$48,593238 mi

Market: $44,947 – $72,789

Comparison: 63 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Cleveland, OH

2027 RAM ProMaster Cargo Van Tradesman

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 RAM ProMaster Cargo Van Tradesman

Delaware, OH

Fair PriceModerate · 34
$48,641Mileage not verified

Market: $47,317 – $60,833

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Delaware, OH

2027 RAM ProMaster Cargo Van Tradesman

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 RAM ProMaster Cargo Van Tradesman

Defiance, OH

Fair PriceLimited · 10
$48,688Mileage not verified

Market: $49,783 – $63,005

Comparison: 10 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 11 days listed (based on current market benchmarks)

Defiance, OH

2027 Ford Transit Van Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford Transit Van Base

Columbus, OH

Fair PriceRobust · 345
$48,692Mileage not verified

Market: $47,968 – $67,403

Comparison: 345 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Columbus, OH

2027 Ford Transit Van Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford Transit Van Base

Columbus, OH

Fair PriceRobust · 345
$48,692Mileage not verified

Market: $47,968 – $67,403

Comparison: 345 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Columbus, OH

2027 Ford E-Series Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford E-Series Cutaway Base

Brecksville, OH

Fair PriceRobust · 72
$48,723Mileage not verified

Market: $45,345 – $72,789

Comparison: 72 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 153 days listed (based on current market benchmarks)

Brecksville, OH

2027 Ford E-Series Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford E-Series Cutaway Base

Columbus, OH

Fair PriceModerate · 28
$48,753Mileage not verified

Market: $48,593 – $80,625

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Columbus, OH

2027 Ford E-Series Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford E-Series Cutaway Base

Columbus, OH

Fair PriceModerate · 28
$48,753Mileage not verified

Market: $48,593 – $80,625

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Columbus, OH

2027 Ford E-Series Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford E-Series Cutaway Base

Atwater, OH

Fair PriceRobust · 71
$48,783Mileage not verified

Market: $45,345 – $72,789

Comparison: 71 similar vehicles

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

Atwater, OH

2027 Ford E-Series Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford E-Series Cutaway Base

Atwater, OH

Fair PriceRobust · 71
$48,783Mileage not verified

Market: $45,345 – $72,789

Comparison: 71 similar vehicles

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

Atwater, OH

2027 Ford Transit Van Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford Transit Van Base

Columbus, OH

Fair PriceRobust · 345
$48,796Mileage not verified

Market: $47,968 – $67,403

Comparison: 345 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Columbus, OH

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 is a listing that carries the badge and is also rated Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin). The Deal is the intersection of the two signals. 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.

Current status: the Demand-Verified badge is withheld on every listing while OAV re-validates the sell-through claim behind it, so no Top Demand-Verified Deals section is showing anywhere on the site right now. The sell-through evidence itself still appears on listings where a cohort supports it, and Price-to-Market verdicts are unaffected. The badge returns only if the re-validation confirms the claim.

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

Example market pages

OAV answers these questions

What are the best priced vehicles?
Great Deal means priced below the comparable-range floor by at least OAV's minimum-gap margin; Fair Price means priced within the comparable range, or below the floor by less than that margin.
Which vehicles are priced below market?
Vehicles rated Great Deal are priced below the comparable-range floor by at least OAV's minimum-gap margin. Each one links to its vehicle page.
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 priced below comparable listings?
OAV's Price-to-Market analysis compares a listing's asking price 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. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; one priced within the comparable range, or below the floor by less than that margin, is Fair Price.

How OAV works

How does OAV rate vehicle deals?
OAV compares a listing's asking price against similar vehicles currently for sale and publishes a Price-to-Market verdict only when the evidence supports one. OAV rates scored listings as Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin), Fair Price (priced within the comparable range, or below the floor by less than that margin), or Overpriced (priced above the comparable range). Listings OAV cannot score on the available evidence are shown as 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. OAV records days-on-lot from the dealer feed when the feed supplies it. Days-on-lot is a separate demand signal, never an input to the Price-to-Market verdict.
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?
Certain vehicle market-standardization methods are covered by U.S. Patent No. 12,236,477; the Price-to-Market verdict method is the subject of a pending U.S. patent application. 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.

Related questions

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