Stories, strategies, and product thinking from Maino AI.

Most agency tool lists mix up CRM, content, and media buying. Here is what actually breaks agencies at client three and how to fix it

90%+ accuracy for pre-launch ad scoring. Backtested, real-world accuracy runs lower. Here's what the score is actually good for.

Regenerating a whole ad throws away the hook or scene that was already converting. See why targeted, component-level variation wins instead.

Did your ad costs go up after August 2026? Before you change anything, figure out if it's because Google changed how its bidding system works

Meta's Andromeda system burns through a creative's audience in 2-3 weeks. A quarterly or weekly review is already looking at decayed data.

ROAS number hides several separate decisions inside an ad. See how AI deconstruction maps each component to a KPI you can act on.

Only 21.2% of buyers return after a first order. Structure repeat purchase campaigns by recency window and product type to drive second sales.

Why TikTok Smart+ campaigns underperform: the three inputs that determine whether automation delivers real CPA gains or stays stuck in learning.

Creative intelligence closes the loop between scoring, generating, and scaling ad creative. See why separate tools cap your win rate at 12-18%.