Tags are great in theory. In practice I tag three quotes and then give up because the taxonomy is wrong and I don't want to redo it.

Sam T., Product Manager· Survey · Q1 product research survey (n=142) · 2025-03-15
Growth-stage PMSpeed over accuracyJTBDFind the surprising quote that reframes the roadmap
Surprise

So what

Rigid taxonomies fail. Let tags emerge from use and make retagging cheap — the schema is the enemy.

Related quotes

Other voices from the same persona, theme, or job.

outlier

I don't care about personas. I care about the specific three customers who yelled at me last week. Make me not forget them.

Chris B., Solo Founder / CEO

so what ·At seed stage, frameworks are theater. Ship memory, not abstraction. Revisit personas as the customer base scales.

Solo founderSpeed over accuracyFear of missing the outlierJTBDFind the surprising quote that reframes the roadmap
Support escalations — March 2025
outlier

I trust the AI more than my own notes, which scares me a little. My notes are messy; the AI is confident. Confidence feels like truth.

Marco L., Senior PM

so what ·Trust is flowing the wrong direction. Build friction that forces verification before adoption — confidence without provenance is dangerous.

Growth-stage PMTrust in AI outputsJTBDSynthesize interviews into a board-ready narrative
Deep-dive session — March 28, 2025
outlier

My biggest fear is that the most important customer quote of the quarter is sitting in a transcript I'll never reread.

Jordan K., UX Researcher

so what ·The emotional job is anxiety relief. Surface-the-outlier features aren't nice-to-have — they're the core value prop.

Enterprise researcherFear of missing the outlierJTBDFind the surprising quote that reframes the roadmap
Deep-dive session — March 28, 2025
outlier

If it takes more than ten minutes to get a first draft, I'll just write it myself. I don't need perfect, I need moving.

Alex R., Founder

so what ·Time-to-first-draft is the real conversion metric. Every extra minute of setup kills the funnel for solo founders.

Solo founderSpeed over accuracyJTBDSynthesize interviews into a board-ready narrative
Customer interview — April 12, 2025