Gartner Says 49% Think AI Makes Content Worse. Still Writing Those Emails. Of Course You Are.

Generative AI writing tools now come standard inside most email marketing platform editors. But Gartner reports that 49% of US consumers believe generative AI has made content quality worse. The article distinguishes between low-risk tasks like subject line suggestions and high-risk automations like sending the wrong offer to an entire list. A study of over 1,100 people found the penalty for AI missteps grows with the strength of the customer relationship.

The principle is risk asymmetry in automation. Small AI errors at small scale are trivial. The same errors at scale, across a trusted subscriber list, are catastrophic. The mechanism is trust decay: each poorly automated email erodes a relational asset that took years to build. The lesson is that AI in marketing requires calibrating automation to stakes. Automate the draft. Never automate the send.

Gartner provided the consumer sentiment data. A study of more than 1,100 people demonstrated the relationship penalty. Most email marketing platforms now embed generative AI copy tools directly in their editors.