A six-step AI diagnostic workflow with ready-to-use prompts that helps you pinpoint exactly what failed in your B2B funnel—and whether the issue is even where you assume it is. TL;DR: Before you run any AI diagnostic prompt, first eliminate tracking errors and normal seasonal fluctuations. A...
TL;DR Most post-mortems fall apart not because teams lack curiosity, but because the scramble to pull data takes so long that everyone mentally moves on. Using a 6-step framework with clearly defined AI and human responsibilities shrinks a post-mortem from half a day to under 90 minutes, while...
Not long ago, getting a business question answered quickly was costly: you needed an in-house analyst, a well-maintained warehouse, and a dashboard for every recurring request. Then AI tools made instant answers essentially free. Strangely, the analytics budget didn’t shrink. Speed dropped to...
TL;DR The agent itself isn’t the core issue. The problem is the context it consumes. Point a strong LLM at a data warehouse without a governed business context and you’ll get confident, fluent answers that are partially or completely wrong. A semantic layer for AI actually has two...
Google Ads forecasting means estimating how your campaigns will perform in the future—covering spend, clicks, conversions, CPA, and ROAS—using past account data, upcoming budget and bid changes, plus known seasonal patterns. By 2026, three approaches handle nearly every practical forecasting...
TL;DR By default, Claude has no real-time access to your business data, so any response it gives about your metrics is either a refusal or a confident guess based on pattern recognition. There are four ways to connect business data to Claude (CSV uploads, automation platforms, custom MCP...
Use AI-generated reports to understand why your metrics changed, not just what changed, by leveraging connected live data, precise prompts, and a structured six-step workflow. TL;DR: An AI-generated business report interprets your connected data and clearly explains the reasons behind metric...
A five-question audit, including the exact prompts to paste, demonstrated on a real LinkedIn CPL spike. TL;DR In 2026, the costliest mistake marketing managers make with ChatGPT, Claude, and Gemini is accepting a confidently invented, context-free answer as genuine analysis, because this failure...
TL;DR AI-driven insights move decision-making from reactive to genuinely proactive by addressing not only “what happened,” but also “why it happened” and “what’s likely to happen next.” This closes the long-standing gap between simply accessing data and taking confident, informed action. The six...
Nearly every analytics vendor now advertises AI, but very few can demonstrate that their AI is performing meaningful analytical work. Here’s what executives should confirm before allocating budget to an AI-powered analytics platform. TL;DR: “Embedded generative AI” should mean AI that is tightly...