
I really appreciate that Waikay approaches AI visibility through entity-based and topic-group analysis rather than relying on single-prompt responses. Their method evaluates a website’s “topic temperature” across a cluster of related prompts, which gives a far more stable, accurate, and meaningful picture of visibility in AI search. Review collected by and hosted on G2.com.
The only area I’d love to see grow is reporting. More flexibility in tracking response changes over time and expanding export options would make the insights even more powerful. Everything else they’re building is fantastic, and these additions would take it to the next level. Review collected by and hosted on G2.com.