"Major Travel Platform" discovered fragile prompt positions in the travel category during a pre-retrain analysis. Within a single model update, multiple prompts were overtaken by competitors — resulting in a measurable visibility gap across major assistants.Using AIVO’s methodology, their team identified high-volatility prompts, reinforced their Tier-1 citations, and reclaimed lost positions. This translated into a measurable lift in assistant-driven traffic post-update."If a global leaders can lose ground overnight, no brand is immune.”