A score is a sorting tool, not a truth machine
SEO teams rarely lack possible work. They lack a defensible order. RankPortfolio scores opportunities to make comparison easier, while keeping the ingredients visible so an operator can challenge the result.
Scale and movement establish materiality
Impressions, clicks, and their absolute change show how much is at stake. Relative change adds context, but it cannot dominate when the starting value is tiny. Comparable periods keep every property on the same footing.
Evidence raises or lowers confidence
Coverage, data freshness, persistence, and agreement across property, page, and query evidence affect confidence. Incomplete days, sparse data, or a known anomaly should make a recommendation more cautious—not more dramatic.
Actionability completes the priority
A useful opportunity points to a bounded next step: a page to inspect, a query cluster to address, a snippet to test, or an indexing path to repair. The product explains why the item is prioritized and what should be measured afterward.