I'm going to disagree here..
Yes It will, I pulled a 3500 lbs boat all over oregon and washington for Years. It was the only truck I had. I Had a 98 Ford Ranger with a 4.0L my biggest problem was I needed to put it in Low range to pull it out of the water or I would spin the clutch.
Get a trailer with wither hydrolic trailer brakes, or electric brakes if you can and use the trailer brakes instead of your truck brakes..
When I was in Ireland, those folks don't have trucks like we do here, when you got out in the country I seen several Two horse trailers behind a Sedan(CAR). Really put things into perspective.. We like more Power and Horsepower than we really need..
My Superduty goes longer, Pulls harder, and has more power. But truth was I would get around just fine in my ranger with a two Horse trailer.
now three/four horse loaded, Or a 32 foot toy hauler loaded with liquids.. maybe a 14,000 dump trailer loaded with sand..That's a different ball game and that's what desiels are made for.
With an Automatic tranny, I would install a Temp Gauge to monitor.
Just take it easy and you'll get where your going.
Everyone want's more power than they really need.. I'm guilty.. I got a Horsepower Chip in my Superduty.. Fact is it works fine without it.. It's just funnier with it..
Good Luck!