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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 12, 2026

6M+

Unique vehicles analyzed

as of October 11, 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

527 listings found

2027 Jeep Cherokee Limited Altitude

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

2027 Jeep Cherokee Limited Altitude

Vernal, UT

UnscoredLimited · 6
$44,409Mileage not verified

Comparison: 6 similar vehicles

Vernal, UT

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Vernal, UT

Fair PriceRobust · 85
$46,544Mileage not verified

Market: $42,655 – $89,255

Comparison: 85 similar vehicles

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

Vernal, UT

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Roosevelt, UT

UnscoredInsufficient · 4
$47,734Mileage not verified

Comparison: 4 similar vehicles

Roosevelt, UT

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Roosevelt, UT

Fair PriceRobust · 64
$47,734Mileage not verified

Market: $44,310 – $50,874

Comparison: 64 similar vehicles

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

Roosevelt, UT

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Roosevelt, UT

UnscoredInsufficient · 4
$47,734Mileage not verified

Comparison: 4 similar vehicles

Roosevelt, UT

2027 Jeep Grand Cherokee L Laredo

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

2027 Jeep Grand Cherokee L Laredo

Vernal, UT

Fair PriceModerate · 25
$47,918Mileage not verified

Market: $48,364 – $52,260

Comparison: 25 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 15 days listed (based on current market benchmarks)

Vernal, UT

2027 Jeep Grand Cherokee Limited

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

2027 Jeep Grand Cherokee Limited

Vernal, UT

Fair PriceRobust · 110
$51,116Mileage not verified

Market: $48,017 – $53,359

Comparison: 110 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Vernal, UT

2027 Chrysler Pacifica Limited

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

2027 Chrysler Pacifica Limited

Vernal, UT

OverpricedLimited · 12
$52,129Mileage not verified

Market: $46,405 – $51,954

Comparison: 12 similar vehicles

Vernal, UT

2027 Jeep Grand Cherokee Limited

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

2027 Jeep Grand Cherokee Limited

Vernal, UT

Fair PriceRobust · 110
$52,365Mileage not verified

Market: $48,017 – $53,359

Comparison: 110 similar vehicles

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

Vernal, UT

2027 RAM 1500 Pickup Tradesman

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

2027 RAM 1500 Pickup Tradesman

Roosevelt, UT

Fair PriceLimited · 10
$52,580Mileage not verified

Market: $45,183 – $55,864

Comparison: 10 similar vehicles

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

Roosevelt, UT

2027 Ford Explorer Tremor

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

2027 Ford Explorer Tremor

Vernal, UT

UnscoredLimited · 5
$52,733406 mi

Comparison: 5 similar vehicles

Vernal, UT

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Roosevelt, UT

Fair PriceModerate · 39
$52,750Mileage not verified

Market: $46,887 – $58,769

Comparison: 39 similar vehicles

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

Roosevelt, UT

2027 Ford Explorer Tremor

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

2027 Ford Explorer Tremor

Roosevelt, UT

UnscoredLimited · 5
$53,647Mileage not verified

Comparison: 5 similar vehicles

Roosevelt, UT

2027 Ford Explorer Tremor

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

2027 Ford Explorer Tremor

Roosevelt, UT

UnscoredLimited · 5
$53,729Mileage not verified

Comparison: 5 similar vehicles

Roosevelt, UT

2027 Jeep Grand Cherokee Limited Reserve

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

2027 Jeep Grand Cherokee Limited Reserve

Vernal, UT

Fair PriceRobust · 56
$54,055Mileage not verified

Market: $51,161 – $57,651

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Vernal, UT

2027 Jeep Grand Cherokee L Limited Reserve

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

2027 Jeep Grand Cherokee L Limited Reserve

Vernal, UT

Fair PriceModerate · 23
$56,720Mileage not verified

Market: $54,221 – $61,175

Comparison: 23 similar vehicles

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

Vernal, UT

2027 Jeep Grand Cherokee L Limited Reserve

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

2027 Jeep Grand Cherokee L Limited Reserve

Roosevelt, UT

Fair PriceModerate · 23
$56,936Mileage not verified

Market: $54,221 – $61,175

Comparison: 23 similar vehicles

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

Roosevelt, UT

2027 RAM 1500 Pickup Warlock

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

2027 RAM 1500 Pickup Warlock

Roosevelt, UT

Fair PriceLimited · 16
$57,544Mileage not verified

Market: $52,846 – $60,270

Comparison: 16 similar vehicles

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

Roosevelt, UT

2027 Ford Explorer Platinum

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

2027 Ford Explorer Platinum

Vernal, UT

Fair PriceRobust · 55
$59,203Mileage not verified

Market: $57,384 – $69,054

Comparison: 55 similar vehicles

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

Vernal, UT

2027 RAM 1500 Pickup Big Horn/Lone Star

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

2027 RAM 1500 Pickup Big Horn/Lone Star

Roosevelt, UT

Fair PriceRobust · 181
$60,935Mileage not verified

Market: $54,841 – $67,484

Comparison: 181 similar vehicles

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

Roosevelt, UT

2027 Ford F-350 Super Duty XL

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

2027 Ford F-350 Super Duty XL

Vernal, UT

UnscoredInsufficient · 3
$63,723Mileage not verified

Comparison: 3 similar vehicles

Vernal, UT

2027 GMC Acadia Denali

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

2027 GMC Acadia Denali

Roosevelt, UT

Fair PriceModerate · 24
$64,139Mileage not verified

Market: $63,538 – $68,154

Comparison: 24 similar vehicles

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

Roosevelt, UT

2027 Jeep Grand Cherokee Summit

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

2027 Jeep Grand Cherokee Summit

Vernal, UT

Fair PriceRobust · 65
$64,566Mileage not verified

Market: $60,988 – $68,615

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Vernal, UT

2027 GMC Acadia Denali

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

2027 GMC Acadia Denali

Roosevelt, UT

Fair PriceModerate · 24
$64,739Mileage not verified

Market: $63,538 – $68,154

Comparison: 24 similar vehicles

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

Roosevelt, UT

2027 GMC Acadia Denali

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

2027 GMC Acadia Denali

Roosevelt, UT

Fair PriceModerate · 24
$65,839Mileage not verified

Market: $63,538 – $68,154

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Roosevelt, UT

2027 RAM 1500 Pickup Big Horn/Lone Star

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

2027 RAM 1500 Pickup Big Horn/Lone Star

Vernal, UT

Fair PriceRobust · 181
$67,440Mileage not verified

Market: $54,841 – $67,484

Comparison: 181 similar vehicles

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

Vernal, UT

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

Vernal, UT

Fair PriceRobust · 102
$67,628Mileage not verified

Market: $51,719 – $72,789

Comparison: 102 similar vehicles

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

Vernal, UT

2027 Ford F-350 Super Duty XLT

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

2027 Ford F-350 Super Duty XLT

Roosevelt, UT

Fair PriceRobust · 112
$68,173Mileage not verified

Market: $60,429 – $90,429

Comparison: 112 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Roosevelt, UT

2027 GMC Acadia Denali Ultimate

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

2027 GMC Acadia Denali Ultimate

Roosevelt, UT

Fair PriceLimited · 17
$68,964Mileage not verified

Market: $66,436 – $69,484

Comparison: 17 similar vehicles

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

Roosevelt, UT

2027 RAM 1500 Pickup Laramie

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

2027 RAM 1500 Pickup Laramie

Roosevelt, UT

Fair PriceRobust · 197
$72,166Mileage not verified

Market: $60,574 – $77,059

Comparison: 197 similar vehicles

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

Roosevelt, UT

2027 Ford Expedition Active

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

2027 Ford Expedition Active

Roosevelt, UT

Fair PriceModerate · 39
$73,171Mileage not verified

Market: $71,386 – $82,279

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 107 days listed (based on current market benchmarks)

Roosevelt, UT

2027 RAM 3500 Chassis Cab Tradesman

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

2027 RAM 3500 Chassis Cab Tradesman

Vernal, UT

Fair PriceModerate · 42
$75,914Mileage not verified

Market: $62,762 – $77,595

Comparison: 42 similar vehicles

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

Vernal, UT

2027 RAM 2500 Pickup Big Horn

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

2027 RAM 2500 Pickup Big Horn

Vernal, UT

Fair PriceRobust · 86
$77,098Mileage not verified

Market: $59,130 – $81,950

Comparison: 86 similar vehicles

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

Vernal, UT

2027 Ford F-350 Super Duty XL

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

2027 Ford F-350 Super Duty XL

Vernal, UT

UnscoredInsufficient · 3
$77,458Mileage not verified

Comparison: 3 similar vehicles

Vernal, UT

2027 RAM 3500 Pickup Big Horn

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

2027 RAM 3500 Pickup Big Horn

Vernal, UT

Fair PriceRobust · 202
$78,616Mileage not verified

Market: $65,109 – $87,675

Comparison: 202 similar vehicles

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

Vernal, UT

2027 RAM 5500 Chassis Cab Big Horn

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

2027 RAM 5500 Chassis Cab Big Horn

Vernal, UT

Fair PriceModerate · 23
$79,244Mileage not verified

Market: $75,794 – $88,182

Comparison: 23 similar vehicles

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

Vernal, UT

2027 Ford F-350 Super Duty Lariat

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

2027 Ford F-350 Super Duty Lariat

Roosevelt, UT

UnscoredInsufficient · 4
$83,782Mileage not verified

Comparison: 4 similar vehicles

Roosevelt, UT

2027 Ford F-350 Super Duty Lariat

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

2027 Ford F-350 Super Duty Lariat

Roosevelt, UT

UnscoredInsufficient · 4
$83,782Mileage not verified

Comparison: 4 similar vehicles

Roosevelt, UT

2027 Ford F-550 Super Duty Chassis Cab XL

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

2027 Ford F-550 Super Duty Chassis Cab XL

Vernal, UT

Fair PriceRobust · 131
$83,968Mileage not verified

Market: $61,104 – $84,789

Comparison: 131 similar vehicles

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

Vernal, UT

2027 Ford F-550 Super Duty Chassis Cab XL

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

2027 Ford F-550 Super Duty Chassis Cab XL

Vernal, UT

Fair PriceRobust · 131
$83,968Mileage not verified

Market: $61,104 – $84,789

Comparison: 131 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Vernal, UT

2027 Jeep Grand Wagoneer L Limited Altitude

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

2027 Jeep Grand Wagoneer L Limited Altitude

Vernal, UT

UnscoredLimited · 6
$85,274Mileage not verified

Comparison: 6 similar vehicles

Vernal, UT

2027 Ford F-350 Super Duty XLT

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

2027 Ford F-350 Super Duty XLT

Vernal, UT

Fair PriceRobust · 111
$86,043Mileage not verified

Market: $60,429 – $90,429

Comparison: 111 similar vehicles

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

Vernal, UT

2027 Ford Expedition Tremor

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

2027 Ford Expedition Tremor

Vernal, UT

Fair PriceRobust · 75
$86,054Mileage not verified

Market: $83,843 – $91,436

Comparison: 75 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Vernal, UT

2027 Ford Expedition Tremor

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

2027 Ford Expedition Tremor

Vernal, UT

Fair PriceRobust · 75
$87,243Mileage not verified

Market: $83,843 – $91,436

Comparison: 75 similar vehicles

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

Vernal, UT

2027 Ford Expedition King Ranch

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

2027 Ford Expedition King Ranch

Roosevelt, UT

Great DealLimited · 18
$88,235Mileage not verified

Market: $90,331 – $96,519

Comparison: 18 similar vehicles

Competitively priced ~2% below the typical range compared to similar vehicles · 18 days listed (based on current market benchmarks)

Roosevelt, UT

2027 RAM 2500 Pickup Laramie

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

2027 RAM 2500 Pickup Laramie

Vernal, UT

Fair PriceRobust · 132
$89,544Mileage not verified

Market: $70,160 – $94,504

Comparison: 132 similar vehicles

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

Vernal, UT

2027 Ford F-350 Super Duty Lariat

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

2027 Ford F-350 Super Duty Lariat

Vernal, UT

UnscoredInsufficient · 4
$91,193Mileage not verified

Comparison: 4 similar vehicles

Vernal, UT

2027 Ford F-350 Super Duty Lariat

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

2027 Ford F-350 Super Duty Lariat

Vernal, UT

UnscoredInsufficient · 4
$91,678Mileage not verified

Comparison: 4 similar vehicles

Vernal, UT

2027 Ford F-350 Super Duty Lariat

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

2027 Ford F-350 Super Duty Lariat

Vernal, UT

UnscoredInsufficient · 4
$94,683Mileage not verified

Comparison: 4 similar vehicles

Vernal, UT

2027 Ford F-350 Super Duty Platinum

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

2027 Ford F-350 Super Duty Platinum

Vernal, UT

Fair PriceRobust · 128
$103,638Mileage not verified

Market: $91,739 – $117,238

Comparison: 128 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Vernal, UT

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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