01
Marketers should prioritize finding 'blunders' in existing campaigns to secure early, high-impact wins, which builds the necessary trust to pursue more complex, long-term growth strategies.
02
The industry-wide impulse to increase creative volume is often counterproductive; most advertisers fail to launch enough truly differentiated concepts, instead saturating channels with minor variants of the same ad.
03
For new advertisers with a budget of $5k–$10k, it is more efficient to test creative concepts via organic TikTok content before committing paid spend to Meta to avoid burning the entire budget on ineffective assets.
04
Media Mix Modeling (MMM) and probabilistic measurement are not sufficient on their own; marketers should combine multiple methods, including incrementality testing and last-click attribution, to form a reliable view of performance.
05
Ad fraud is largely preventable through marketer vigilance, and reliance on external vendors to detect fraud is often unnecessary for teams that are properly managing their own campaigns.
06
When optimizing web-to-app onboarding flows, the primary goal should be to increase user intent rather than maximizing the number of users who reach the paywall, as high-friction flows can improve conversion rates by ensuring users are better prepared to purchase.
07
Aggressive web-to-app subscription tactics carry significant risk, as overly frictionless or deceptive flows can lead to high chargeback rates, which incur both refund costs and additional penalty fees.