Perplexity vs ChatGPT search

Two ways to search with AI: one built as a cited search engine, the other as a chat that can search. They do not compete on the same mental screen.

PerplexityChatGPT
Best as a search engineAnswer with numbered references; the flow is search → open → decideSearch inside the chat; useful when you already draft in the same thread
Visible citationsAlways in the answer; hard to ignore themThey appear, but long prose buries them unless you look
Search UXSingle-question page; history of research queriesChat window; search is a mode, not the whole product
Modes / focusFocus (All, Academic, Writing, etc.) narrows source typeWeb search on/off; no equally explicit source profiles
Answer formatDense summary with short paragraphs and footnotesConversational prose; easier to mix opinion with fact
Main riskA summary that looks verified because it has citation numbersFluent text that cites poorly or blends source with inference
Habit that mattersOpen at least two sources before copying a figureAsk explicitly for «only what appears in sources» and check links
When to switchWhen you already have facts and need to draft, shift tone or iterateWhen the question is only «what do sources say?» and not a deliverable

Verdict

For a bounded question with sources you will actually open, Perplexity wins: the interface pushes citations and follow-up links. ChatGPT with search fits when you are already in a drafting thread and only need to cross-check a fact without switching tools. The usual failure: reading the summary as if it were the source and not opening two citations before deciding.

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