Perplexity launched in 2022 and largely defined the modern AI search category — concise answers with citations, conversational follow-ups, and a clean interface. By 2026, the category is crowded. ChatGPT's search feature, Claude's web search, Google's AI Mode, and a wave of specialized AI search tools each cover different niches.
We tested 7 alternatives across three job types: (1) factual research with citation accuracy, (2) buyer-intent shopping queries ("best X for Y"), (3) deep analytical tasks (multi-document reasoning). The right tool depends on the job. None of these has fully matched Perplexity on every dimension; each has won at least one job in our testing.