Most campaigns fail because of poor creatives and wrong targeting, not because of the platform itself. Testing better angles usually makes the biggest difference.
When you relaunch, the campaign enters a new learning phase and the traffic conditions also change, so same settings don’t always give the same results.
I think it depends on data volume. If you have enough traffic, time-based optimization can make a real difference, otherwise it’s hard to see clear patterns.
I think the drop is more about demand changes than your traffic quality. For Indian adult traffic, CPMs are usually unstable, so diversifying networks is the only way to keep earnings steady.
Start with basic filters first bot/VPN/datacenter detection, suspicious IPs, and device/browser checks. Don’t make it too aggressive in the beginning or you’ll lose good traffic too. Test slowly and adjust based on campaign behavior.
Still possible but way harder than before. Tier 1 PPC arb feels brutal unless you got solid funnels and deep pockets. Push traffic still works in some cheap GEOs but creatives burn fast. We’ve had better luck with native lately + simple advertorial style landing pages.
Yeah audience fatigue is real now, especially on Meta. Scaling one winning ad too hard usually burns it fast these days. We started rotating creatives more often + using smaller audience angles and results stayed more stable. CPMs still suck tho lol.
I think Google will just pack more ads into AI results tbh. Organic clicks already dropping on some niches from what I seen. Paid ads probably get more expensive, not less lol.
We're testing more branded + high intent keywords now instead of broad stuff. AI answers kill a lot of info searches...
Usually 7–10 days for the algorithm to “learn” properly. I just let it spend normally, avoid big edits, and keep targeting & creatives steady. Sudden changes early just confuse the system and mess with pacing.
Yep, that’s just how FB’s pacing works now. It’s not perfect, sometimes it frontloads, sometimess it slows. If you want more even spend, try switching to lifetime budget with daypartng or let campaigns run a few days for the algorithm to smooth out.
I run something similar. FB doesn’t care much where your account is, as long as billing works. Delivery is mostly about audience & budget. Make sure your payment method is solid, keep targeting sharp, and don’t overthink the account location, it won’t tank your US reach.
Sounds solid. I’ve seen good results lately just focusing on long-tail keywords and building a small cluster of related content around each course, drives more consistent traffic than just throwing blog posts randomly. Also, repurposing content into short videos or threads helps reach new...
Yeah, that’s classic ad fatigue. FB’s algorithm burns through the warm audience fast. I usually start rotating new creatives or refreshing copy every week or so, or expand the audience slightly. Letting it run too long on the same set just kills ROAS.
Focus on building trust first. Review products honestly, share real experiences, and don’t spam links. Helpful content converts way better than pushy promos.
I think these metrics still usefull for filtering and selling links, but Google itself probably care more about real traffic, relevance, user signals and overall site quality now.
Yeah, for SMM panels I’d say focus on niche forums, real blog mentions, and low-DR guest posts. Also, reviews and small freebies/tools can naturally grab links. Tiered links help too, but keep it looking legit.
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