Module 02 · SERP & Clusters

SERP Clusterizer & Intent Mapping

Understand what Google actually wants to rank — by intent, page type, and history.

The SERP is the ground truth. We cluster every query by intent, classify the page types that rank, and let you replay the SERP over time so you can see exactly when leaders rose, when laggards fell, and what kind of content Google promotes today.

Intent-based clustering

Group queries by the underlying intent Google rewards — informational, commercial, navigational, transactional.

Top-ranking page types

Classify the SERP by page format: listicles, product pages, hubs, calculators, reviews, comparisons.

SERP snapshots by date

Save SERP states on specific dates so you can prove what was ranking and when.

Compare historical SERPs

Diff two snapshots to see exactly which pages entered, dropped or shifted positions.

Entries and exits feed

A clean stream of who appeared in the top results and who fell out, per query and cluster.

Ready to see it in action?

Connect your data, plug in your competitors, get a ranked list of moves.

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