Editorial Board

Introduction AI assistants such as ChatGPT, Gemini, Claude, and Perplexity are reshaping discovery. Instead of scrolling through ten search results, users receive one or two answers. A brand is either present in that answer or invisible. Most tools today — including Profound, Evertune, PEEC AI, Semrush, and AthenaHQ — rely on snapshots:

Abstract The second in our series of mini case studies applying the AIVO Standard’s Prompt-Space Occupancy Score (PSOS™), this article examines HubSpot. As AI assistants increasingly shape software discovery, HubSpot offers a lens into how SaaS brands are recalled across models and prompts. Case Study: HubSpot Prompts tested:

Part 1 of the AI Visibility Positioning Series When a customer asks ChatGPT, Gemini, or Perplexity “What’s the best CRM for small businesses?”, they don’t see a page of links. They see one or two brand names. In recent PSOS™ audits, HubSpot consistently appears. Salesforce often doesn’t.

Executive Summary Generative AI assistants such as ChatGPT, Gemini, Claude, and Perplexity are rapidly becoming the primary gateway to information and purchase decisions. Instead of ten blue links, they deliver one or two answers. For global enterprises, this shift introduces a new category of enterprise risk: AI Visibility Risk. If

When drivers ask “What’s the best electric car?” or “Which automaker leads in sustainability?” inside ChatGPT, Gemini, or Perplexity, they don’t see ten blue links. They see one or two answers. The AIVO 100™ — Automotive & Mobility ranking shows which automakers win that visibility — and which legacy giants

Executive Summary An AI visibility audit is the fastest way for enterprises to understand how their brands appear inside generative AI assistants such as ChatGPT, Gemini, and Perplexity. By running structured prompt tests, measuring how often and how accurately your brand is mentioned, benchmarking with the Prompt Share of Search