The playbook
Negative Keywords: How to Prioritize the Work
Prioritize negative keywords work by connecting an observed problem with the people or business outcomes it affects. The objective is to exclude irrelevant searches while preserving useful demand. Give the team a short ordered queue with a reason for each decision, rather than treating every suggestion as equally urgent.
Put the task in context
Review the full query before excluding a term. A word such as “free” may appear in both irrelevant searches and a legitimate query about an advertised free consultation. Choose exclusion scope carefully and inspect useful demand that could be blocked.
Build a queue from observed problems
Collect candidate work with search term, the current condition, and the reason it matters. The first pass should distinguish a confirmed defect from an improvement idea. An item affecting irrelevant spend reduced without losing useful demand directly may deserve a different response from a preference with no observed effect.
Apply a practical decision order
| Order | Decision rule | Topic-specific starting point |
|---|---|---|
| 1 | Resolve failures that block the intended task | Use precise exclusions and review their effect |
| 2 | Restore missing information needed for the next decision | Review search terms alongside lead quality |
| 3 | Improve the most common supported use case | Identify patterns that clearly do not match the offer |
| 4 | Verify the result before extending the change | Check exclusion scope and possible useful matches |
Consider reach effort and confidence together
Estimate how many relevant items share the same problem, the effort needed to fix it, and how confident you are about the cause. Do not hide those judgments inside an unexplained score. A small confirmed repair may be more useful now than a large speculative project, even if the project's eventual upside is greater.
For example, blocking a broad word that also appears in valuable queries is a specific candidate for investigation. Check whether it occurs in one campaign or conversion record or across a repeated process. Where the same cause is confirmed, a shared correction may reduce repeated work. Where causes differ, preserve separate tasks instead of forcing them into one fix.
Write an actionable task
| Task element | Required detail |
|---|---|
| Scope | The relevant search term and reason |
| Observed problem | Blocking a broad word that also appears in valuable queries |
| Proposed correction | Use precise exclusions and review their effect |
| Verification | Check exclusion scope and possible useful matches |
| Owner | creative or tracking owner |
Limit work in progress
Choose a small set of tasks the responsible owners can finish and verify. Starting every item at once increases the number of unresolved dependencies and makes it difficult to learn from the first changes. Complete the blocked or foundational work before taking on refinements that depend on it.
Revisit the queue when evidence changes
After the first changes, inspect irrelevant spend reduced without losing useful demand and the observed condition that justified the work. Move an item up when evidence shows broader impact, or down when the assumed problem is not present. Keep the reason for reprioritization so the team can explain the decision without repeating the original investigation.
Treat audience, offer, creative, destination, and tracking as connected parts of the campaign. If several change together, the result does not identify which change mattered. Record the differences before using the result to set a new budget.
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