AI & Machine Learning
Paid Media Scaling
Decide when a proven paid campaign has earned a budget increase, how large each step should be, how the ramp sequences over weeks and months, and how to avoid performance collapse on the way up - including readiness gates, vertical vs horizontal scaling, and rollback triggers. Use whenever the user asks whether to scale a campaign, how fast ad spend can rise, mentions a budget ramp, a scaling ceiling, or says performance collapsed after the budget was raised - even if they never say 'scaling'. Covers B2B and B2C. Do NOT use to split a fixed total across campaigns (mbfinotti/advertising-skills@ad-spend-allocation) or to track daily spend against a set budget (mbfinotti/advertising-skills@ad-budget-pacing).
- Publisher / source
- mbfinotti/advertising-skills (found on skills.sh)
- Upstream record
- mbfinotti/advertising-skills
- Version
- Version 3
- Published
- Publication review
- Approved for publication
- Content fingerprint
d304130f7edbb543a395d7537cbd3caab13ae438b584e2ea9a66430705101d6f