TECHNICAL DOCUMENT Purpose: This document explains (1) how Semrush’s AI Visibility Toolkit measures prompt/topic “volume,” and (2) the realistic options for acquiring the underlying datasets yourself — including vendors, product types, procurement process, and cost expectations. Scope: Focused on the volume/demand signal (e.g., an “AI Volume” of 541 for a topic), not on general LLM…
1.Introduction 1.1 What Is AI Referral Traffic AI referral traffic refers to website visits that originate from users who discovered or were directed to a site through an AI-powered engine such as ChatGPT, Perplexity, Claude, Gemini, or Microsoft Copilot. Unlike traditional search engines that deliver a list of links, AI engines synthesize answers inline and…
1. Purpose & Core Principle The AEO (Answer Engine Optimization) tool measures whether a brand appears organically when real users ask AI assistants (ChatGPT, Gemini, Perplexity, etc.) discovery-style questions — exploring a category, comparing options, reading reviews, or searching locally. The governing constraint on the whole pipeline is that the brand name must never appear…
Every prompt LOCLshop tracks carries an estimated monthly search volume. That number answers one question: how many people in this location’s trade area are asking this question each month? The higher the volume, the more the answer is worth — and the more expensive it is to be absent from it. The estimate is assembled…
