Glossary entry
Theme cluster
A grouping of voice-mining mentions that share a topic (e.g., 'slow checkout,' 'auth migration pain,' 'dbt build times'), produced by Mama's nightly clustering pipeline. Themes evolve faster than vendor messaging does: tracking them lets a sales team stay on the right side of language drift. Each cluster includes mention count, sentiment distribution, top sources, and a verifiability score so SDRs can cite specific quotes.
01Definition
TLDR
A grouping of voice-mining mentions that share a topic (e.g., 'slow checkout,' 'auth migration pain,' 'dbt build times'), produced by Mama's nightly clustering pipeline. Themes evolve faster than vendor messaging does: tracking them lets a sales team stay on the right side of language drift. Each cluster includes mention count, sentiment distribution, top sources, and a verifiability score so SDRs can cite specific quotes.
02Why it matters
Turns thousands of raw mentions into a 5-10 thematic summary that fits in a brief.
03Example
Worked example
Theme cluster 'Snowflake cost overruns' aggregates 23 HN/Reddit/G2 mentions in Q3 → becomes the anchor for a 50-account sequence.
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