METHODOLOGY

How SirenCY evaluates, updates, and maintains public guidance content.

This page explains how we approach rankings, comparisons, benchmarks, public creator guides, and ongoing updates so readers can better understand the context behind our content.

How guides are updated

Pages are updated when platform rules, pricing expectations, traffic patterns, or creator-operation best practices materially change. We prioritize pages with meaningful demand, outdated claims, or weak click-through performance.

How comparisons are framed

Comparison pages are structured to explain tradeoffs clearly: pricing, workflow fit, operational complexity, risk, and expected use cases. The goal is to help readers evaluate fit, not inflate superficial differences.

How claims and benchmarks are handled

Benchmarks and examples are reviewed against current page context, internal operating knowledge, and relevance to the topic. When a claim becomes stale, inconsistent, or unclear, it should be revised or removed rather than left in place.

How corrections work

If a public page contains a factual issue, broken route, or misleading statement, we update the page and refresh the visible copy as quickly as practical. This includes metadata, schema, internal links, and on-page text.

What this methodology does not mean

SirenCY is an operating business, so some pages discuss our services directly. Public methodology is intended to clarify how pages are built and maintained — not to present every guide as neutral third-party research.