Our review methodology
Search Scale Studio is an affiliate-funded publication. That makes transparent sourcing and clear separation between vendor claims and independent guidance especially important.
How we research
We prioritize official pricing pages, product documentation, public changelogs, platform policies and clearly labeled third-party evidence. We timestamp unstable facts such as pricing. We do not invent test results or claim first-hand use unless that use actually occurred.
How affiliate links affect coverage
Affiliate commissions fund the site, but they do not turn every product into a recommendation. We show bad-fit cases, policy concerns and alternatives. BlogSEO links may earn us a commission if a reader subscribes through the tracked link.
How we handle automation claims
Claims such as “rank #1,” “safe backlinks,” or “AI content won't be penalized” are treated as marketing unless supported by stronger evidence. Google's own documentation is the reference point for Google policy.