Sentiment Analysis Pipeline — Form

Sentiment Analysis Pipeline — Form Submissions & Twitter → Strapi

Knowing what people think about your brand matters. Doing it manually doesn't scale. This monitors two channels at once and filters automatically.

Built an n8n workflow with two parallel tracks. The first watches for inbound webhook form submissions, simplifies the data, runs a sentiment analysis on the content, merges the result with the source, and stores only positive submissions as entries in Strapi. The second runs every 30 minutes, searches Twitter for relevant tweets, filters out retweets and old posts, analyzes the sentiment of each original tweet, merges it with the source, and again stores only positively-scored results in Strapi keeping the content database clean and brand-safe without manual moderation.

Two channels monitored. Sentiment scored. Only the good stuff stored.

Stack: n8n · Webhook · Twitter · Sentiment Analysis · Strapi