Guides

Operating guides for paid media teams

Practical guides for campaign structure, account audits, budget pacing, creative fatigue, attribution and safe Meta Ads automation.

Operations guide

How to manage multiple Meta ad accounts without losing control

A practical system for account grouping, naming, reporting, permissions, review and recurring Meta Ads operations across clients or markets.

Automation guide

Define safe automation boundaries for Meta Ads using rules, agent recommendations, approval queues and auditable account changes.

Audit checklist

Audit Meta Ads tracking, account structure, delivery, creative, audiences and operating controls with a repeatable checklist.

Operations guide

Build a readable naming system for Meta campaigns, ad sets and ads across clients, markets, objectives and creative tests.

Creative analysis

Detect Meta Ads creative fatigue using frequency, CTR, CPA, conversion rate and time trends instead of one universal threshold.

Budget operations

Calculate Meta Ads budget pacing, identify underdelivery or overspend, and adjust daily budgets without overreacting to short-term variance.

Automation design

Understand when Meta Ads work belongs in a deterministic rule, an AI agent workflow or a human approval queue.

Attribution guide

Understand attribution windows, identity, time zones, refunds and conversion definitions behind Meta Ads and Shopify revenue differences.

Campaign structure

Structure Meta Ads campaigns across countries and regions while preserving budget control, localization and readable reporting.

Delivery troubleshooting

Understand why a Meta ad set becomes Learning Limited and choose fixes that preserve signal instead of creating more fragmentation.