Seeds
How do I prepare my business for AI?
Start with clear business goals — identify specific problems AI should solve, not 'do AI.' Then audit your data: assess quality, accessibility, and completeness across...
What are Data Trees and why plant them now?
Data Trees is a framework for thinking about business data as a living, growing asset. Every event you collect — purchases, page views, email clicks...
What is a data pipeline?
A data pipeline is an automated system that extracts raw data from sources (databases, APIs, tracking tools), transforms it (cleaning, formatting, deduplicating, validating), and loads...
How do I measure my actual data loss?
Compare your backend transaction data (from your database or payment processor) against what Google Analytics reports for the same period. The gap is your data...
How do I fix tracking data loss?
The primary fix is server-side tracking: sending conversion data directly from your server to ad platforms and analytics, bypassing browser restrictions entirely. Start by auditing...
How much tracking data am I actually losing?
Most businesses lose 20-40% of their tracking data. Ad blockers alone are used by 32.5% of internet users globally (912 million people), and they block...
Why did my Meta Ads ROAS drop?
Meta ROAS drops for three core reasons: data loss (ad blockers, iOS 14.5+ opt-outs, and Safari ITP reduce attributed conversions by 30–40%), algorithm instability (underfed...
Why does GA4 show different numbers than Meta Ads?
GA4 and Meta Ads use different attribution models, different counting windows, and different identities. GA4 counts sessions from last-click by default; Meta claims credit for...
Why is Meta Advantage+ stuck in the learning phase?
Meta's learning phase requires ~50 optimization events per ad set per week to exit. Advantage+ campaigns get stuck when: conversion volume is too low for...
Why are my Facebook ads not converting?
Facebook ads fail to convert for four interconnected reasons: broken or incomplete tracking (Meta can't optimize what it can't measure), poor CAPI data quality (missing...
How do I improve my CAPI setup for WooCommerce?
To improve CAPI for WooCommerce: (1) Send hashed email and phone with every purchase event — these are the highest-EMQ identifiers. (2) Include fbclid (Facebook...
What is Meta Opportunity Score and why does it matter for campaign performance?
Meta Opportunity Score is a diagnostic metric in Meta Ads Manager (0–100) that rates how well your ad account setup follows Meta's recommended best practices....