Interpretation Margin Split

Interpretation Margin Split is the practice of pricing social listening work by the analyst hours required to turn raw mentions into a client decision, not by the volume of mentions or dashboard seats delivered. Coverage breadth, query quality, sampling limits, and language support all determine how many hours a human must spend filtering noise before a client sees anything usable. An agency that quotes a flat monitoring retainer without modeling that labor absorbs the difference. A concrete example: a TikTok-first brand needs visual and sentiment analysis that general platforms handle poorly, which is why a dedicated tool such as Exolyt exists for that single channel, while a multi-market client may need YouScan's image and logo detection to cut manual review time. The framework forces agencies to separate platform subscription cost from interpretation cost, then price the second line explicitly. Clients buy the decision and the review cadence, so the retainer should reflect the analyst time behind both.