got pulled into a client project running on Search Atlas. expected a marketing dashboard, found something more interesting. LLM Visibility layer treats AI answer tracking as structured data rather than a report, which nothing else i've looked at does.
Atlas Agent's execution model is well thought out. As someone who builds agentic systems, i can tell when something is a real agent versus a chat interface with tools bolted on. this is closer to the former than most things i've evaluated recently. Review collected by and hosted on G2.com.
API surface could go deeper. i can get what i need but hit some limits that felt tighter than expected. Review collected by and hosted on G2.com.



