I Tested SEMrush for AI Search Visibility — Here’s What I Found

The reviewer says SEMrush does offer real value for AI visibility work, including quick top-line visibility reporting, geo support, prompt visibility views, sentiment-style brand comparisons, and the benefit of sitting inside a broader SEO platform. For teams already invested in SEMrush, that integration is a meaningful advantage.

The criticism is that the product feels undercooked: topic clustering and automated prompt suggestions can be overly broad or irrelevant, the interface behaves in unexpected ways, and some outputs appear better suited to B2C than B2B or SaaS use cases. Pricing also becomes a major drawback once agencies add users, properties, or more prompts.