About this app

Content without architecture is just posts. Cluster turns a seed topic (plus an optional keyword list) into a pillar-and-cluster map: subtopics grouped deterministically, search intent classified, priorities scored. WHAT YOU GET An expandable tree — pillar, subtopics, supporting keywords — with intent badges (informational, commercial, transactional, navigational) and priority scores. Export the map as CSV or Markdown for your content calendar. GROW THE MAP Connect an AI provider to expand the map with subtopic ideation; the deterministic core works entirely offline. PRIVATE BY DESIGN No accounts, no analytics, no tracking. SUBSCRIPTION AND TERMS Pro is an auto-renewable subscription. Payment is charged to your Apple Account at confirmation of purchase. The subscription renews automatically unless auto-renew is turned off at least 24 hours before the end of the current period; your account is charged for renewal within 24 hours prior to the end of the current period. You can manage your subscription and turn off auto-renewal in your Apple Account settings after purchase. Any unused portion of a free trial is forfeited when you purchase a subscription. Terms of Use (EULA): https://www.apple.com/legal/internet-services/itunes/dev/stdeula/ Privacy Policy: https://www.lukekevinmclaughlin.com/privacy

Audience growth

Ratings growth

Steady

7-day gain +0

Ratings / day 0.0

30-day gain +0

US rating-count history

0 ratings

Baseline captured. Growth appears after the crawler observes a changed rating count.

Momentum comes from crawler snapshots for the tracked storefront. “Viral growth signal” means unusually fast recent rating gains; it is an indicator, not download data.

Price tracking