Recommendations
Interpreting Recommendation Impact Scores
Overview
Recommendation impact scores help you prioritize which actions — like content topics or messaging adjustments — will likely yield the highest boost in AI visibility.
What It Does
These scores estimate the relative influence of various optimization suggestions based on current visibility gaps, topic coverage, and AI engine behaviour (interpreted in aggregate).
Why It Matters
Rather than guessing which actions matter, you can focus on those with the greatest projected benefit — a critical advantage in a rapidly changing landscape where AI search patterns evolve frequently.
How to Use This
Prioritize recommendations by impact to plan work sprints
Focus your team's efforts on high-impact actions that will deliver the best return on investment.
Pair high-impact items with your content calendar
Integrate priority recommendations into your editorial planning and content production cycles.
Review changes in visibility metrics after implementation
Track the impact of your actions by monitoring visibility score changes after executing recommendations.
Where to Find This
Recommendation impact insights appear in the Improve dashboard after your AI visibility analysis run.