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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 14, 2026

5.9M+

Unique vehicles analyzed

as of October 14, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

5,894 listings found

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Newburgh, NY

Fair PriceRobust · 121
$25,376Mileage not verified

Market: $25,717 – $29,791

Comparison: 121 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 13 days listed (based on current market benchmarks)

Newburgh, NY

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Rochester, NY

UnscoredInsufficient · 4
$25,618Mileage not verified

Comparison: 4 similar vehicles

Rochester, NY

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

New Rochelle, NY

Fair PriceLimited · 16
$26,059Mileage not verified

Market: $26,384 – $27,998

Comparison: 16 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)

New Rochelle, NY

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Newburgh, NY

Fair PriceRobust · 121
$26,176Mileage not verified

Market: $25,376 – $29,791

Comparison: 121 similar vehicles

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

Newburgh, NY

2027 Subaru Impreza Base

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

2027 Subaru Impreza Base

Jackson Heights, NY

UnscoredLimited · 9
$26,203Mileage not verified

Comparison: 9 similar vehicles

Jackson Heights, NY

2027 Subaru Impreza Base

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

2027 Subaru Impreza Base

Staten Island, NY

UnscoredLimited · 8
$26,203Mileage not verified

Comparison: 8 similar vehicles

Staten Island, NY

2027 Subaru Impreza Base

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

2027 Subaru Impreza Base

Lindenhurst, NY

UnscoredLimited · 7
$26,263Mileage not verified

Comparison: 7 similar vehicles

Lindenhurst, NY

2027 Subaru Impreza Base

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

2027 Subaru Impreza Base

Fayetteville, NY

UnscoredInsufficient · 3
$26,361Mileage not verified

Comparison: 3 similar vehicles

Fayetteville, NY

2027 Subaru Impreza Base

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

2027 Subaru Impreza Base

Fayetteville, NY

UnscoredInsufficient · 3
$26,361Mileage not verified

Comparison: 3 similar vehicles

Fayetteville, NY

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Glens Falls, NY

UnscoredInsufficient · 3
$26,384Mileage not verified

Comparison: 3 similar vehicles

Glens Falls, NY

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Valley Stream, NY

Fair PriceLimited · 12
$26,384Mileage not verified

Market: $26,059 – $27,998

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Valley Stream, NY

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Endicott, NY

UnscoredLimited · 8
$26,489Mileage not verified

Comparison: 8 similar vehicles

Endicott, NY

2027 Subaru Impreza Base

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

2027 Subaru Impreza Base

Elmsford, NY

UnscoredLimited · 9
$26,537Mileage not verified

Comparison: 9 similar vehicles

Elmsford, NY

2027 Subaru Impreza Base

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

2027 Subaru Impreza Base

Elmsford, NY

UnscoredLimited · 9
$26,537Mileage not verified

Comparison: 9 similar vehicles

Elmsford, NY

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Potsdam, NY

Fair PriceModerate · 33
$26,544Mileage not verified

Market: $25,968 – $28,864

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Potsdam, NY

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Saratoga Springs, NY

UnscoredLimited · 6
$26,648Mileage not verified

Comparison: 6 similar vehicles

Saratoga Springs, NY

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Flushing, NY

Fair PriceLimited · 16
$26,649Mileage not verified

Market: $26,059 – $27,998

Comparison: 16 similar vehicles

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

Flushing, NY

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Rochester, NY

UnscoredInsufficient · 4
$26,683Mileage not verified

Comparison: 4 similar vehicles

Rochester, NY

2027 Subaru Impreza Base

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

2027 Subaru Impreza Base

Orchard Park, NY

OverpricedModerate · 28
$26,687Mileage not verified

Market: $26,357 – $26,407

Comparison: 28 similar vehicles

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

Orchard Park, NY

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Orchard Park, NY

UnscoredInsufficient · 3
$26,719Mileage not verified

Comparison: 3 similar vehicles

Orchard Park, NY

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

New York, NY

Fair PriceLimited · 12
$26,748Mileage not verified

Market: $25,717 – $27,907

Comparison: 12 similar vehicles

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

New York, NY

2027 Subaru Impreza Base

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

2027 Subaru Impreza Base

Schenectady, NY

Fair PriceLimited · 16
$26,860Mileage not verified

Market: $26,203 – $27,059

Comparison: 16 similar vehicles

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

Schenectady, NY

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Jamaica, NY

Fair PriceLimited · 11
$26,941Mileage not verified

Market: $25,717 – $27,907

Comparison: 11 similar vehicles

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

Jamaica, NY

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Wappingers Falls, NY

Fair PriceRobust · 146
$26,950Mileage not verified

Market: $25,706 – $29,960

Comparison: 146 similar vehicles

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

Wappingers Falls, NY

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Oneonta, NY

Fair PriceRobust · 121
$27,019Mileage not verified

Market: $25,376 – $28,978

Comparison: 121 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Oneonta, NY

2027 Subaru Impreza Base

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

2027 Subaru Impreza Base

Saint James, NY

UnscoredInsufficient · 0
$27,034Mileage not verified

Saint James, NY

2027 Subaru Impreza Base

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

2027 Subaru Impreza Base

Rye, NY

OverpricedLimited · 10
$27,059Mileage not verified

Market: $26,203 – $26,712

Comparison: 10 similar vehicles

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

Rye, NY

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Auburn, NY

Fair PriceRobust · 70
$27,106Mileage not verified

Market: $25,376 – $28,864

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Auburn, NY

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Yorkville, NY

UnscoredLimited · 5
$27,189Mileage not verified

Comparison: 5 similar vehicles

Yorkville, NY

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Yonkers, NY

Fair PriceLimited · 16
$27,251Mileage not verified

Market: $26,059 – $27,998

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Yonkers, NY

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Oakdale, NY

UnscoredLimited · 9
$27,283Mileage not verified

Comparison: 9 similar vehicles

Oakdale, NY

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Cicero, NY

Fair PriceRobust · 67
$27,284Mileage not verified

Market: $25,376 – $28,864

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Cicero, NY

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Mount Kisco, NY

UnscoredLimited · 7
$27,330Mileage not verified

Comparison: 7 similar vehicles

Mount Kisco, NY

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Orchard Park, NY

UnscoredInsufficient · 3
$27,359Mileage not verified

Comparison: 3 similar vehicles

Orchard Park, NY

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Jamaica, NY

Fair PriceLimited · 11
$27,433Mileage not verified

Market: $25,717 – $27,907

Comparison: 11 similar vehicles

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

Jamaica, NY

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Kingston, NY

Fair PriceRobust · 131
$27,457Mileage not verified

Market: $25,376 – $29,791

Comparison: 131 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Kingston, NY

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Smithtown, NY

Fair PriceLimited · 10
$27,462Mileage not verified

Market: $26,089 – $27,907

Comparison: 10 similar vehicles

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

Smithtown, NY

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Latham, NY

UnscoredLimited · 8
$27,529Mileage not verified

Comparison: 8 similar vehicles

Latham, NY

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Fayetteville, NY

UnscoredInsufficient · 4
$27,550Mileage not verified

Comparison: 4 similar vehicles

Fayetteville, NY

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Endicott, NY

UnscoredLimited · 8
$27,573Mileage not verified

Comparison: 8 similar vehicles

Endicott, NY

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Ithaca, NY

Fair PriceRobust · 96
$27,608Mileage not verified

Market: $25,618 – $29,960

Comparison: 96 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Ithaca, NY

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Watertown, NY

Fair PriceRobust · 53
$27,622Mileage not verified

Market: $25,376 – $28,864

Comparison: 53 similar vehicles

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

Watertown, NY

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Mechanicville, NY

UnscoredLimited · 5
$27,628Mileage not verified

Comparison: 5 similar vehicles

Mechanicville, NY

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

West Islip, NY

UnscoredLimited · 9
$27,630Mileage not verified

Comparison: 9 similar vehicles

West Islip, NY

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

East Rochester, NY

UnscoredInsufficient · 3
$27,652Mileage not verified

Comparison: 3 similar vehicles

East Rochester, NY

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Yorkville, NY

UnscoredLimited · 5
$27,679Mileage not verified

Comparison: 5 similar vehicles

Yorkville, NY

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Orchard Park, NY

UnscoredInsufficient · 4
$27,700Mileage not verified

Comparison: 4 similar vehicles

Orchard Park, NY

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Huntington Station, NY

UnscoredLimited · 8
$27,998Mileage not verified

Comparison: 8 similar vehicles

Huntington Station, NY

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Batavia, NY

OverpricedModerate · 26
$28,200Mileage not verified

Market: $25,968 – $27,984

Comparison: 26 similar vehicles

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

Batavia, NY

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Oneida, NY

UnscoredInsufficient · 4
$28,293Mileage not verified

Comparison: 4 similar vehicles

Oneida, NY

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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