Practical tips, guides, and thought pieces on data analytics, automation, and working smarter with your data.
Pointing Power BI straight at GoHighLevel breaks quietly. The three-layer architecture I build instead, what each layer owns, and what it costs to run.
Read MoreThe operating criteria that decide the choice for an agency: ownership, error handling, cost shape at client volume, team skills, and data control.
Read MoreGoHighLevel can't see Shopify, WooCommerce, or WordPress data. Why it's a structural gap, and three architectures that put store and CRM data in one report.
Read MoreGoHighLevel stores the stage a deal is in now, not the moves it made. Which reports that breaks, how to spot it, and two ways to capture the history.
Read MoreWhy rolling up sub-account data breaks, which metrics you can't sum across locations, and how to build a rollup that serves owners and managers.
Read MoreSeventeen checks across eight areas — attribution, duplicates, stages, timezones, exports, workflows, revenue, and history — all runnable from the interface in two hours per sub-account.
Read MoreNative GHL reporting works until it doesn't. Where custom reports, timezones, exports and plan tiers stop — and whether Sheets, a BI tool, or a warehouse is the right next step.
Read MoreA fill-in KPI dictionary for agency reporting: the seven fields every metric needs, plus worked definitions for lead, pipeline, revenue, CPL, ROAS and show rate.
Read MoreAI doesn't fail loudly on bad CRM data — it acts on it. The field problems that poison automation, and the six-step cleanup order to run before you switch it on.
Read MoreThe four controls that separate a production AI workflow from a demo: what AI may do alone, what gets logged, what happens when it fails, and spend caps.
Read MoreA worksheet stops at 1,048,576 rows. Power Query and the Power Pivot data model do not. What 1.5 million rows looked like in practice, the six things that made Power Query slow, and the signals that actually mean it is time for a database.
Read MoreCode for every step that has a right answer, the model only where language needs judgment. A walkthrough of a real outbound pipeline built this way, from SQL targeting to a human approval gate.
Read MoreMove your GHL Opportunities and every pipeline stage change into Supabase with a read-only Private Integration and an Edge Function - permanent history and reporting GHL can't give you.
Read MoreHow weekly tabs became a structured reporting database with scripted migration, calendar automation, and dashboard-ready totals.
Read MoreDiscover the most powerful VBA techniques that top Excel professionals use to automate repetitive tasks and boost productivity.
Read MoreAn honest, side-by-side comparison of two leading BI platforms - Microsoft's Power BI and Google's Looker - based on real-world project experience.
Read MoreStep-by-step tutorial on building your first automated data pipeline using Python, Pandas, and cron jobs.
Read MoreA deep dive into multi-touch attribution modeling, the pitfalls of last-click, and how to build a system that gives credit where it's due.
Read MoreMaster SQL window functions with real-world examples. Learn ROW_NUMBER, RANK, LAG, LEAD, and running totals.
Read MoreFive Apps Script patterns for scheduled reports, form alerts, validation, inventory checks, and document generation.
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