AI-powered daily digest
Twigest reads every tweet your tracked accounts and keywords surface across the day, then uses a two-pass classify-and-synthesize pipeline to rank what matters. You receive one email each morning with a curated shortlist instead of a real-time stream of notifications. The digest groups related mentions, removes duplicates, and surfaces the actual signal — customer complaints, competitor product announcements, journalist questions, viral threads — separated from background noise.
Most users finish their daily review in under five minutes. Compare that to scrolling Twitter for an hour and still missing the conversation that mattered. See the daily digest guide for the full workflow.
Keyword spike alerts & trend detection
Set a threshold on any keyword and get an immediate alert when mention volume exceeds your baseline. This catches PR moments, viral complaints, and breaking industry news in the window where a response still matters. Twigest's spike detection compares the current hour against your rolling 7-day hourly average — so a tracked term that normally gets 5 mentions per hour but suddenly hits 50 will trigger a notification before it shows up on Twitter's Trending tab.
Read more about Twitter trend tracking and how teams use it to ship newsjack content fast.
Five-class sentiment analysis
Binary positive/negative scoring hides what brands need to know. Twigest classifies every mention into one of five classes — excited, satisfied, neutral, disappointed, or angry — so your support team can triage by urgency, your product team can see honest feedback patterns, and your marketing team can amplify genuine advocates. Combined with keyword pairs (brand + problem term), the classification produces actionable triage signals with far fewer false positives than sentiment or keyword tracking alone.
Competitor monitoring at scale
Track up to 50 competitor accounts and their core keywords. Twigest reads everything they post, classifies what's new (launches, pricing changes, hiring signals, customer wins), and sends you a strategy-ready competitive brief in your daily digest. No more checking multiple X profiles manually — and no missing announcements while you sleep.
Multi-channel delivery
Get your digest where your team already works: email, Slack, Telegram, or webhook to any tool that accepts them (Make.com, Zapier, Notion, Linear). Configure quiet hours, frequency, and per-channel content filtering so each destination gets exactly what it needs without duplication.
Built for X — not bolted on
Most social listening tools treat X as one of ten platforms. Twigest is purpose-built for X/Twitter monitoring, which means better keyword matching, faster ingest, deeper conversation threading, and pricing that matches what one platform should actually cost. Pro is $9/month — versus $99 to $1,000+ for general-purpose competitors that bundle features you don't need.
