Appreciation post: I ran a test on two different ad copy styles for a month

For a client's lead gen campaign, I ran two ad sets side by side for four weeks. One used broad, benefit-focused language like 'grow your business.' The other used very specific, problem-focused copy, naming a common pain point their customers have. The specific ad got a 35% lower cost per lead. It seems naming the exact problem people are searching for helps them click faster. I'm going to rewrite a lot of my older ads now. Has anyone else seen a big win from getting super specific in their ad text?

3 comments

3 Comments

pat_schmidt601mo ago

Nice! That's a huge difference. Just a heads up though, a month-long test can be swayed by other stuff like audience fatigue or market changes. Maybe try flipping them for another couple weeks to be sure?

zara57217d ago

Right, that tracks. Specificity is like a cheat code for attention spans these days, everyone's scrolling so fast you gotta hit them right in their current problem. I did something similar for a service business, swapped out "save time" for "stop wasting 5 hours every Monday on payroll" and the conversion rate literally doubled. People see their exact struggle and think "this gets me" before they even read the rest. Your 35% lower CPL is solid, I'd bet money on that trend holding up if you run it again.

danielw881mo ago

Honestly that's a good result but pat_schmidt60 has a point... a month isn't forever. Could just be a lucky run. People make these huge changes off one test and then wonder why it stops working later. Getting specific probably helps but maybe it's not the magic fix for everything.