
Prompt Monitoring vs. Keyword Tracking: Lessons from 6,438 Monitoring Runs and 1,323 Configured Prompts AI summary: Prompt monitoring measures how AI answers respond to configured prompts over repeated runs. In the Geolify snapshot, 1,323 configured prompts ran across 6,438 monitoring records and produced 25,965 executions — three different denominators you must never merge. Keyword tracking […]

Google AI Mode vs. AI Overviews: A Measurement and Budget Framework for B2B Teams AI summary: AI Overviews and AI Mode both build on standard Search systems. Measurement starts with Search Console and GA4 — not special tooling. This framework sets instrumentation limits and a 30-day experiment that ends in a budget decision. The practical […]

Building a Brand Monitoring System for AI Search AI summary: An AI-search brand monitoring system combines two signal families — prompt executions that show what answers say, and crawler traffic that shows who fetches your pages. In the Geolify snapshot, 25,965 executions and single-digit-percent AI traffic show why both signals, and clear denominators, matter. A […]