Campaign Diagnostics & Optimization
When a campaign stops working, there are only a handful of usual causes. How to spot which one you have and what to do about it.
Articles in this collection
6 articlesBudget Pacing Mid-Flight: Reading Spend-vs-Plan Before the Month Ends
Prorated expectations, partial-day honesty and the intraday trap: how to tell on the 12th whether you will overspend, underspend or land exactly on plan.
Creative Fatigue vs Audience Saturation: Telling Them Apart Before You Spend More
Frequency plus reach plus CPM decompose every scaling stall into its true cause. New creative fixes one of them; only a wider audience fixes the other.
Search-Term Mining: The Weekly Query That Pays for Itself
The search terms report is a list of customers telling you what they wanted in their own words. The 30-minute weekly routine that converts it into negatives and new keywords.
Impression-Share Autopsy: Lost to Budget vs Lost to Rank
Two loss columns prescribe opposite fixes: one wants money, the other wants better bids, quality or creative. Reading the split before spending a rupee more.
Geo Waste: The Pincodes Your Budget Should Never Have Visited
Delivery failures, COD refusal and serviceability gaps make some geographies structurally unprofitable. Overlaying RTO on geo performance finds the exclusion list.
Change-History Forensics: What Broke the Campaign Last Tuesday
Performance breaks have authors: edits, budget moves, auction shifts. Correlating the change log with the break before touching anything else.