Research

Sitemap

A practical authority map for the niche. The calculators capture the money pages, and the support content covers the cost, retention, and platform questions behind them.

Coverage matrix

This is the structure the site should own. Each cluster maps to a search intent bucket and a clear set of supporting URLs.

Money pages

Highest-converting / transaction and commercial investigation

Commercial support

Explains cost structures, platform choice, and launch math

Retention and profitability

Explains churn, LTV, and recovery mechanics

Trust and navigation

Supports crawlability, trust, and navigation signals

Topic clusters

Supporting clusters behind the calculators

These are the subtopics that make the project feel comprehensive instead of thin.

Calculators

The commercial core of the site. These pages solve the main search intent and convert best.

Calculators hubNavigation hub
Value calculatorConsumer worth analysis
Multi-Box TrackerConsumer spend audit
Shipping calculatorCarrier and DIM cost analysis
Launch readiness calculatorLaunch checklist and cost estimator
Niche viability scorerLaunch readiness
Growth simulator24-month forecasting
Cancellation analyzerChurn reason cost analysis
Break-even calculatorSubscriber threshold analysis
Platform comparisonFee and feature comparison
Profit calculatorFounder unit economics
Pricing calculatorLaunch pricing
Churn calculatorRetention analysis
Calculators hubNavigation hub

Retention and churn

Searchers want benchmarks, explanation, and action steps when churn is hurting revenue.

Churn calculatorLive modeling

Platforms and comparison

Commercial comparison pages help founders choose a stack and capture platform-intent traffic.

Compare hubNavigation hub
Subbly vs ShopifyPlatform selection
Cratejoy vs ShopifyDiscovery vs control
WooCommerce vs ShopifyOwnership vs maintenance
Blog hubSupporting content
AboutBrand trust
Privacy policyCompliance

Research insights

Market is still growing, but definitions vary

Recent 2026 reports from IMARC, Research and Markets, and The Business Research Company disagree on total market size, but they all show a large, growing category. Use the site to target intent, not a single headline number.

Retention is the real operating problem

Recurly's 2026 State of Subscriptions highlights the importance of win-back, pause, and retention programs. Stripe also publishes on Smart Retries and revenue recovery for involuntary churn.

Platform fees are a ranking and conversion angle

Cratejoy, Subbly, and Recharge all publish pricing and feature differences that directly shape profit calculations. That makes platform comparison a strong supporting topic.

Source stack

How to use this map

Publish the calculators first, then layer in these support pages so the site owns both the commercial and informational layers of the niche.

Next pages

Coverage gaps to close next

These are the best additions if you want to keep building topical authority after the current launch set.

Case study page

A worked example would show one full box model from assumption to result and deepen the authority layer.

More audience pages

More niche entry points would let the site speak directly to specific platform and founder segments.

Glossary expansion

A larger glossary would capture more entity searches and strengthen internal linking.

More variant calculators

More pre-filled box-type calculators would mirror the stamp-duty style of entity coverage.