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AI assistants are changing how consumers discover products and services. Visibility is no longer a matter of rankings and clicks but of narrative presence — or absence. For boards, this introduces a measurable risk that demands structured oversight. 1. A Blind Spot in Risk Management Boards have developed playbooks for financial

When patients ask ChatGPT “Which vaccine is safest?” or Gemini “What’s the best pain relief medicine?”, they don’t see ten options. They get one or two names. The AIVO 100™ — Healthcare & Pharma ranking shows which brands dominate these answers — and where decay, misinformation, and geographic gaps expose

Context: Pfizer ranks #1 in the AIVO 100™ Healthcare & Pharma cut with a PSOS of 87. Its visibility in AI assistants reflects leadership in vaccines, but also the persistence of entrenched narratives. That dominance creates exposure: misinformation risk, regional fragility, and reputational overlays. Key Insights 1. High Recall, High

When consumers ask ChatGPT “What’s the best laundry detergent?” or Gemini “Which chocolate brand is most popular?”, they don’t scroll through options — they get one or two brand names. The AIVO 100™ — CPG/FMCG ranking reveals which everyday brands dominate AI recall, and which risk invisibility. The results

Executive Summary Generative AI is no longer an experiment. It is the front door to discovery. Customers, regulators, investors, and policymakers are asking AI assistants the questions that once shaped markets through Google and analyst reports: Which bank is most secure? Which airline is most reliable? Which SaaS platform is

When consumers ask “What’s the best smartphone?” or “Which platform is best for hybrid work?” inside ChatGPT, Gemini, or Perplexity, they don’t see ten blue links. They see one or two names. The AIVO 100™ — Tech & Digital ranking shows how AI assistants are rewriting brand visibility across

Abstract This case study applies the AIVO Standard™ Prompt-Space Occupancy Score (PSOS™) to Salesforce, analyzing its visibility across AI assistants (ChatGPT, Gemini, Claude, Perplexity, Grok). Salesforce maintains clear leadership in enterprise CRM queries but shows measurable erosion in SME-focused prompts and weaker recall outside North America — exposing a