Search Intent Analysis

Determines what Google actually rewards for a keyword — page types, SERP features, and the page the user should build. Every classification uses live SERP data; never assumes intent from keyword wording alone.

Inputs

• Required: one or more keywords to classify
• Optional: location/language (defaults: United States / English, or the values in seo-project.yml); the user's existing page URL, if checking whether it matches intent

Data pulls

Run with bash (one serp call per keyword; parallelize when listing several):