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.

Interpreting Recommendation Impact Scores

Overview

What It Does

Why It Matters

How to Use This

Prioritize recommendations by impact to plan work sprints

Pair high-impact items with your content calendar

Review changes in visibility metrics after implementation

Where to Find This

Get AI-powered recommendations