When encountering this situation, first separate the "no effect".Is it insufficient coverage, inaccurate interaction, loss after clicking, poor form quality, or sales not being taken on in a timely manner?The most likely reason is that after the budget is divided into many groups, it is difficult for each group to accumulate enough optimization events, and it is also difficult for managers to judge whether the difference comes from the audience or random fluctuations.
Different breakpoints correspond to different solutions: for coverage issues, look at themes and distribution, for interest issues, look at hooks and scenarios, for trust issues, look at cases and proofs, for action issues, look at pages and CTA, and for quality issues, look at filtering conditions.The advertising system will look for people who are more likely to complete the action around the selected goals and optimization events. Wrong target selection will result in a large amount of cheap but no commercial value data.Not all breakpoints can be solved with increased budget.
It is recommended to merge similar countries, audiences or placements first, and only retain the structure that can answer clear test questions to reduce variables that change at the same time. Then, work backwards from business results to determine conversion positions and optimization events, and then design concise campaign and ad group structures based on countries, customer types, industries and data bases.Check upstream and downstream.When establishing a control group, keep the country, time, and customer type as consistent as possible, otherwise cost changes may simply be differences in market conditions.
In terms of data, you can also check the target event cost, effective lead rate, country and customer matching, frequency, learning status and sales acceptance rate.It’s more important to focus on each set of event volume, learning status, and result stability, and let sales flag invalid reasons such as retail, job search, wrong region, no company, demand mismatch, or duplicate leads.Reason classification can guide optimization better than a sentence of "inaccuracy".
The conclusions of the review must be transformed into the next round of actions: what to keep, what to delete, what to test, who will complete it, and when to check.In this way, the target audience will change from scattered operations to customer acquisition assets that can be continuously accumulated.
