Review advertising budgets using forecasts
Analyze current advertising performance and forecast assumptions to propose budget changes for a media buyer to approve.
A FIELD GUIDE TO AI AT WORK
Marketing workflows
Explore practical AI workflows for marketing: inputs, implementation steps, human checks and downloadable skills to adapt to your team.
ESSENTIALS / THREE FOUNDATIONS
People. Projects. P&L.
Build the foundations with three practical skills.
Start with what your team does.
Choose your recurring activities to build a starting set.
Promote promising ad tests into a scaling queue
Review experimental creatives against defined criteria and prepare approved candidates for main campaigns.
Prepare recurring search-ad keyword cleanup
Turn repeated keyword and negative-keyword analysis into a reviewable maintenance workflow.
Monitor marketing pace against the monthly plan
Refresh channel-level actuals and run-rate estimates, then surface material gaps in a daily team notification.
Load approved creative variants into ad drafts
Use a structured asset folder and control sheet to prepare a correctly named ad set without repetitive downloads and uploads.
Limit spend on ad creative tests with staged rules
Apply staged test criteria so each creative must earn further testing before it receives a larger budget.
Produce a video-ad draft from short generated scenes
Combine a series of short generated clips into a coherent ad for creative review and controlled testing.
Turn relevant social trends into creative briefs
Collect permitted public content and performance signals, then help the creative team decide which patterns are worth adapting.
Refresh search-ad copy from a quality review queue
Find low-quality search ads, use their keyword context to draft replacements, and review their performance after approved updates.
Connect creative features to advertising performance
Tag image and video ads consistently, then compare the combinations associated with useful business outcomes.
Summarize competitor advertising patterns
Review permitted public ad-library data and create a recurring digest of messages, formats, and creative examples.
Prepare a researched search-content draft
Move from a seed keyword to a researched article draft that an editor can improve and approve.
Personalize onboarding from relevant signup context
Use permitted professional context to explain the product through examples that are relevant to a new user.
Prepare a newsletter from approved expert material
Collect relevant source material and produce a newsletter draft in the existing publishing workflow.
Deliver a scoped social-content service with human review
Package repeatable profile-content and message-drafting workflows into a service that retains an accountable human operator.
Backtest creative-stopping rules before changing live spend
Compare historical threshold policies to understand the trade-off between wasted test spend and prematurely stopping eventual winners.
Publish a marketing funnel through a shared verified workflow
Let marketers create a branded funnel while a maintained deployment process connects lead capture, analytics, tests, and release review.
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