Our methodology

Evidence first.
Interpretation, clearly labeled.

Tactern studies visible product mechanisms. We don’t have access to companies’ internal strategies or experiment results unless they publish them.

Four objects, one connected idea

A company is the business being studied. A tactic is its specific implementation. A pattern is the reusable mechanism. A flow explains the sequence of actions that could create growth.

Observed and documented

A source-reviewed record has supporting public material checked on the date displayed. A reviewed help article documents a feature; it is not the same as observing every step in a live product. Screenshots, when available, carry captions and source context.

Tactern analysis

Flow diagrams, growth maps, and explanations of why a mechanism might work are our interpretation. They do not establish internal company intent, causal performance improvements, or universal applicability.

Records awaiting verification

The initial library includes analytical starting points with reference links. These records are explicitly marked as awaiting verification. They have no fabricated observed or verified dates. Regional offers and pricing should always be checked against the current official source.

Media and company identities

Illustrated flows are original explanatory diagrams, not screenshots. Company marks identify the businesses discussed and do not imply endorsement. Marks are provided by the Simple Icons collection where available, with a Tokopedia owl mark from SVG Repo and typographic initials for remaining unavailable marks.

Anonymous contributions

Anyone can suggest a tactic with a public source. Submissions enter a private review queue. We check the evidence and existing records before developing selected examples into editorial content. Sending an example does not publish it, and no account or email is required.

Counts and sorting

Library counts reflect the actual records. Popular sorting will use measured activity when it exists; until then it preserves editorial order. A tactic can belong to several stages, so stage totals can exceed the number of unique tactics.

Demand signals and user voice

Search demand is reported only when it comes from a dated, named source such as Google Trends or a keyword data provider. Trend interest is a relative signal, not a count of customers or proof that a tactic caused growth. We never turn an estimate into a precise monthly volume without the underlying dataset.

User voice is quoted only from a public, attributable discussion. Quotes stay short, retain their original wording, and link to the source. They illustrate a user’s reported experience; they do not represent every customer or the company’s internal intent.