3 ready prompts
Written for the moment this actually comes up.
Improve — make it easier to accept
+Before I start this small-business ad campaign, make the approval easy: display the projected reach…
Improve — make it easier to accept
+Before I start this small-business ad campaign, make the approval easy: display the projected reach and estimated daily spend, show which audience segments overlap and which convert best for similar cafes, surface the creative that performs worst in past tests, and flag any copy that might trigger policy review. Recommend the simplest audience and budget settings to get reservations fast.
Pasted it? When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Decide — diagnose the stuck moment
+I was ready to run a $300, two-week campaign for The Corner Café, but an account warning flagged…
Decide — diagnose the stuck moment
+Ad account warnings say my creative may be disapproved for promotional language
I was ready to run a $300, two-week campaign for The Corner Café, but an account warning flagged the headline for promotional claims. I can tweak copy or narrow targeting, but don’t know which change will keep the ad approved and still drive foot traffic. What is the smartest immediate adjustment and a safe headline that stays persuasive?
Pasted it? When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Become — change the pattern
+Over the past quarter our cafe’s ad spends spike on the first days and then underperform, wasting…
Become — change the pattern
+We keep overspending on low-performing ads because I chase early clicks
Over the past quarter our cafe’s ad spends spike on the first days and then underperform, wasting budget and making the owner blame marketing. I need a habit change that keeps costs down and focuses on bookings, not vanity clicks. What process and three metrics should I use each week to stop the waste and show clear ROI?
Pasted it? When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Next to this one
Other social platform work people do in Facebook.
Every task here came from the work, not from a feature list — which is why the prompts name what you want done and never the button that does it. The tool changes; the work does not.
Copyright © LLOS.ai · 2026 — original pedagogy, voice, and design — all rights reserved.
The rest of the map
Same library, five ways in.