AI That Explains Your Data

Automated insights engine with severity-coded anomaly detection, plus MosAIc™, a conversational AI assistant that answers your attribution questions in plain language.

AI Insights Engine

Automated Insights Engine

The AI scans your attribution data daily and surfaces what matters. Severity-coded alerts highlight anomalies, trends, and opportunities, from budget warnings to channel performance shifts, so you never miss a signal.

  • Daily automated scans surface anomalies, trends, and opportunities
  • Severity-coded alerts: critical warnings, notable shifts, and growth signals
  • On-demand deep dive analysis of channel performance, seasonality, and model differences
  • AI-powered report analysis identifies key trends and compares periods automatically
  • MMM result interpretation explains response curves and optimizer recommendations in plain language
  • Built-in usage controls with configurable daily limits
Performance Insights card showing AI-detected best performers, underperformers, and budget reallocation suggestions

MosAIc™ AI Chat

MosAIc™ AI Chat

A conversational AI assistant built into the platform. Ask questions about your attribution data in plain language and get instant, actionable answers backed by your real data.

  • Ask questions like "which channel had the best ROAS last month?" and get data-backed answers
  • Guided insights walk you through what the data means and what to do next
  • Trend explanations connect performance shifts to specific campaigns or seasonal patterns
  • Recommendations on demand: ask MosAIc what to change and why
  • Summarize performance for client reports or executive updates in seconds
MosAIc AI Chat assistant with a question about channel ROAS, showing the conversational interface

Let AI Surface What Matters

Contact us to discuss how Attriqs fits your attribution needs.

Got questions?
Ask MosAIc™