Invoca's 2026 benchmark report, based on 70 million voice and SMS conversations, shows calls referred by ChatGPT convert into qualified leads at a 49% rate, about 10 points above the next‑best channel. The finding signals that AI‑driven research is delivering the highest‑intent buyers, forcing marketers to adapt routing and response strategies.
A new study of 24 marketers shows AI frees time for strategy, yet firms stumble on governance, skill gaps, and trust. Without targeted training and ethical frameworks, AI remains a productivity boost, not a strategic advantage.
AI amplifies existing data‑governance woes, forcing firms to confront tangled ownership, budget authority, and trust issues, not just tech fixes. Because AI scales bad data fast, marketing teams stall until they secure clean, governed, and context‑rich foundations. The hurdle is discipline, not hardware.