AI tools can process Meta ads data faster than doing it manually — pulling numbers together, spotting patterns, summarizing what changed. What they can't reliably do is make the actual strategic call, because that call usually depends on context the data alone doesn't contain: the...
Meta's own guidance often suggests simplifying: put prospecting and retargeting into one automated campaign and let Advantage+ handle the allocation. In practice, this frequently works against the retargeting side specifically — combining both audiences under one delivery strategy can prevent retargeting from reaching the higher...
A longer retargeting window feels like it covers more bases — more time to catch someone who eventually comes around. In practice, a 60 or 180-day window is usually longer than it needs to be, and a 7 to 14 day window does the actual...
Most Meta ads funnel advice assumes you need three stages — top, middle, and bottom of funnel. In practice, two tiers cover what that three-tier structure is trying to accomplish: prospecting, aimed at reaching new people, and retargeting, aimed at converting the people who've already...
A rising CPM feels alarming because it's the most visible, most-discussed number in Meta advertising — but it's not the metric that actually tells you whether a campaign is working. Cost per result is. A CPM that's been climbing for weeks can mean nothing is...
Roughly half of what makes a Meta ads campaign perform is the ad itself. The other half is everything that happens after someone clicks. This is worth sitting with, because it's easy to assume every underperforming campaign is a creative problem — when the ad...
Going from a 0.5% CTR to 0.75% looks like a small, almost forgettable change — a quarter of a percentage point. Read as a relative number instead, it's a 50% increase in clicks for the same spend. That difference in framing matters, because a campaign...
If your Meta ads campaign is spending — just not enough, say $20 a day against a $100 budget — auction competition is a common cause, even with a well-sized, broad audience. A bid cap can help Meta compete harder for those auctions, but the...