positive-reply-scoring

You can measure positive reply rates for Smartlead email campaigns by fetching replies via the API and classifying each response into categories like positive_interested or negative_notnow to calculate the overall positive reply rate.

A positive reply score in cold email outreach is a metric that distinguishes genuinely interested responses from neutral or negative ones, classifying replies into categories like positive_referral, positive_soft, and unsubscribe to measure true campaign effectiveness.

Classify email campaign replies into positive, neutral, and negative categories by processing each reply through Claude, which categorizes responses into labels like positive_interested, neutral_question, negative_notfit, bounce, and ooo for aggregation.

Yes, you need a SMARTLEAD_API_KEY to calculate your email campaign score, along with a specific campaign-id input, to authenticate the retrieval of campaign replies for classification and scoring.

Yes, you can track positive reply rate trends for ongoing email outreach experiments because the system stores historical scores and aggregates results into metrics with flagged action items for weekly health checks and post-campaign reviews.