Strategy Landscape

What do people use to follow through — and what have they tried and abandoned? Each strategy tested for outcome impact: do people using strategy X actually complete more? The graveyard tells us what NOT to build. Working strategies tell us what to integrate with or replace.

Pass 1 coverage: of respondents have extracted strategies. above confidence threshold.

What Works vs What's Dead

Key insight:

Net Score: Working Minus Failed

Positive = more people succeed with it than fail. Negative = more people abandoned it. Strategies with high negative scores are headwinds — building features that look like these risks user skepticism.

So What? Product Implications

Strategy Outcome Impact

Do people using certain strategies actually complete more? Mean plan completion for respondents citing each working strategy. Dashed line = overall baseline.

Strategy Reliance Type

What KIND of approach do people rely on? Tool-reliant users are natural buyers. Social-reliant users need accountability features. Habit-reliant users need nudging.

Reliance by Market Segment

Do Painkiller users rely differently than Vitamin users?

Strategies by Market Segment

What do Painkiller users rely on vs Vitamin users?

Working Strategies by Segment

Normalized to % within segment for fair comparison despite different group sizes.

Strategy Quote Bank

Select a strategy to hear how respondents describe using it — or failing with it.

Sentiment (Q8)