Analytics & Reporting Dashboards

• ✓Conversational "Ask Your Data" NLQ (Natural Language Query) interfaces allowing team members to generate complex reports (e.g., "Show me last week’s LTV by acquisition channel") without SQL or BI training.
• ✓Agentic Performance Triage that doesn't just display data but independently identifies the "Why" behind a metric shift and suggests specific remediations or growth strategies.
• ✓Predictive Intent & Churn Scoring using machine learning to flag individual customers at high risk of leaving or those most likely to respond to a specific discount before the event.
• ✓Unified Profitability "Source of Truth" aggregating COGS (Cost of Goods Sold), ad spend, shipping fees, and returns to show real-time "Contribution Margin" rather than just top-line revenue.
• ✓Automated Anomaly Detection & Alerting that learns seasonal baselines and sends instant "Smart Pings" when conversion rates or checkout successes deviate from predicted norms.
• ✓Zero-Click Executive Narratives providing AI-generated "Morning Briefings" that translate hundreds of data points into a concise, three-paragraph summary of business health.
• ✓Hyper-Granular Cohort Analysis tracking long-term behavior patterns based on "First-Purchase SKU," allowing brands to identify which products lead to the highest lifetime value.
• ✓Multi-Touch Attribution (MTA) Modeling with "Privacy-Safe" cookieless tracking to accurately credit revenue across TikTok, Meta, Email, and Organic Search.
• ✓Real-Time "Live View" Operations Hubs displaying sub-second activity for high-volume stores, including active carts, current site errors, and fulfillment backlog status.
• ✓Inventory Velocity & Aging Heatmaps visualizing which SKUs are "dead weight" versus "rising stars" to optimize cash flow and warehouse utilization.
• ✓AEO (Answer Engine Optimization) Analytics tracking how often your products are recommended by third-party AI agents and LLMs (ChatGPT, Gemini, Perplexity).
• ✓Headless "Dashboarding-as-a-Service" using APIs to embed data visualizations directly into internal Slack channels, custom apps, or vendor portals.
• ✓Customer Journey "Path-to-Purchase" Maps visualizing the exact sequences of pages, ads, and interactions that lead to the highest conversion probabilities.
• ✓Sustainability & Green Metrics Reporting tracking the environmental impact of shipping choices and return rates to meet 2026 ESG (Environmental, Social, and Governance) disclosure standards.
• ✓Competitor & Market Benchmarking overlaying internal performance data against industry averages to see if a traffic dip is store-specific or a broader market trend.

No specific requirements listed.