GTM Sauce

Clear 30 · B2C · app to quit or cut down weed

Study which ads Meta and TikTok spend most on, and reuse their hooks

Ad with a woman beat one with a man; camera-shot look beat polished

Workedpaid-socialexperimentation

What they did

Look at creatives the Meta/TikTok algorithms allocate most spend to and those with high click-through, work out why, and carry winning hooks (e.g. the trigger of friends smoking around you) into new scripted ads. Because ads are scripted and filmed, they don't do many one-word tweaks. No formal hypothesis doc yet; recommends keeping one.

What happened

Found an ad with a girl did far better than one with a guy; a camera-filmed look did better

In their words

Asher Herbstman & Thatcher Clough - I Built a $30k/mo App That Helps You Quit Smoking

Play from 28:07
27:53

HostThis is super helpful. I love how deep into all the sales training and marketing frameworks you guys go. There's a reason behind every single like micro decision that it seems like you guys are making. I'm kind of curious to see if you have the same mindset around ads, too.

28:07

Asher HirschmanIn terms of ad creatives, it's a similar thing where we look at the creatives that are working, and like the ones that you know Meta or TikTok are allocating the most spend to, maybe the ones are like super high click-through ratings or just trying to like look at all like the primary, secondary metrics, and just try to understand why they're doing well. And through those ads, we can kind of take like hypothesises, "Oh, we did this ad, this ad had a girl in it and it did like way better than the one that with a guy in it. This ad looked like it was filmed on a camera and it did so much better than the one that looked like it was filmed on a great one." And I think it's been a bit less organized in terms of like I don't have a spreadsheet of saying like this hook is great, this hook is not good, it's more intuitive of like looking at the hooks that are doing well, and then just working those in, and then seeing if those are doing well, and then going back and forth. And that's something I think we could work on is having like a big company document of like hypothesises, and I would like suggest for other app like app founders, but understanding why they make every single decision. For me, I think about it …

29:09

Thatcher CloughSome of the reason that we don't have as many small tweaks is that a lot of our ads are very thought out, and scripted, and filmed, and so it's not as easy to say let's change this one word, or change this one sentence in it, and then refilm the whole thing, because that's kind of just not the format of the ads that we work on and we see doing the best. But like Asher said, we do take those parts that work, like oh, this is a good hook, oh, …

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Tags: meta, tiktok, creative-testing, hooks, hypotheses