I usually start with how people find the product. If there’s search demand, I test Google. If it needs to be shown first, I try Meta with a few creatives. If both make sense, I test both. I check the landing page too. I had plenty of traffic come in without many conversions, so clicks alone...
My experience is mostly with ad creatives, but I think the same idea applies here. Static images are quicker to test; a well-edited video can still do better depending on the audience and offer. I wouldn't choose just based on AI vs handmade. If it looks generic or doesn't make the video clear...
I’d look past views too. Profile visits and follows tell you whether that extra reach is turning into people who actually care about the page. Static visuals are quicker to test, but a well-edited Reel can still do better when the format fits.
I use AI a lot for coding and research, but I treat it more like a capable assistant than something I can leave alone. I split tasks between models depending on the job, then check the logic and test browser/API behavior before trusting the result. Giving it full control of a PC with active...
I haven't tested every AI video editor, so I can't honestly rank them. For ad creatives I still find images quicker to test, but a well-edited video can do better if the hook is strong. I'd focus on a tool that makes it easy to change the opening and cut a few versions, then compare them on the...
I don't run a Shorts channel myself, so I wouldn't pretend to know the recommendation rules. On the ad side, I've seen a creative find a better audience later than the first results suggested. I'd check the traffic source and retention around when it picked up, and whether search impressions...
I wouldn't jump straight into building it. First check if the way you're planning to download or reuse Reddit content is allowed, and whether the site adds anything beyond a download button. If it's just a thin tool, getting people back and getting ads approved may be tough. I'd check search...
I've been using AI a lot more for coding and research lately. It saves time, but the work still needs direction. I usually switch models depending on the task, then I check the logic and test the result in the browser or through the API. Code can look right but still behave differently once it's...
Depends on the page, tbh. I look at where that audience actually spends time first, then decide if Meta makes sense or if people are more likely to find it on Google. If I test ads, images are quicker for me to test, but a good video can outperform them. Are you mainly after followers, leads, or...
I’d track the actual activations too, not only clicks or completed video views. One source might send less traffic but more people who actually use the proxy. Have you separated active users by traffic source yet?
Yelp is a bit different here: their own guidance says not to ask customers for reviews, even without an incentive. I’d look at the complaints that keep coming up and fix what you can, then respond calmly so anyone reading the page can see how you handle problems. Trying to push for more 5-stars...
I’d focus more on relevance and whether the site has a real audience than on DR alone. A smaller site that fits the niche seems more useful to me than a high-metric site that posts anything for anyone. The link itself is only part of it; I’d want to know if people from that site might actually...
I wouldn’t try to predict it from the €3 CPC alone. If clicks aren’t turning into sales, I usually check whether the search terms and audience are actually close to buying, then look at the landing page. If that part seems fine, I move on to negatives and targeting. CPC tools give you a rough...
In my ad tests, images have been quicker for trying different hooks and seeing what catches attention. A good video can do better too when the idea and editing are strong. It really depends on the creative.
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