Prioritizing Negative Keyword Cleanups by Budget Impact

Build a Ranked Cleanup Queue

Begin with search terms that received at least a few clicks and generated little or no attributable revenue. Sort those terms by total spend, then compare their actual return against your target ROAS. Terms with high spend and low return should sit at the top of the cleanup list. The Amazon Negative Keyword Tool by Todoza is designed to produce a ranked cleanup queue using campaign-specific performance signals, which can make this step faster than manual spreadsheet sorting.

Group the top candidates by match type and intent before adding negatives. Exact negatives are often the safest first move for clearly irrelevant terms, while phrase negatives can help control broader patterns without over-restricting relevant impressions.

Use Spend Signals, Not Just Clicks

Click volume alone can be misleading. A search term can receive many clicks and still be a poor budget fit if those clicks do not convert. Focus on total spend, cost per acquisition, and wasted spend signals. Campaign-level totals can hide this, so review search term level data where possible.

• High spend, zero orders: strongest negative candidate.
• High spend, low ROAS: prioritize if it is outside your target threshold.
• Low spend, irrelevant: clean up later unless the term is clearly brand-inappropriate.

This order keeps you from spending manual effort on terms that have limited budget impact.

When This Matters Most

Budget-impact prioritization is especially useful when campaigns are capped, during high-traffic periods, or when a team manages many marketplaces. In those moments, the fastest way to recover available budget is to negate the most wasteful terms first. It also makes performance conversations clearer because you can show which spend was removed before discussing remaining performance gaps.