From WIRED · David Nield · · 2m
When to use AI search, and when not to
AI chatbots can search the web, but they work best for simple queries and worst for high-stakes questions where you cannot afford to be wrong.
In brief
AI chatbots can search the web, but they work best for simple queries and worst for high-stakes questions where you cannot afford to be wrong. AI web search excels at simple lookups and complex queries combining multiple sources, but fails on precise details, breaking news, and high-stakes searches where accuracy is…
AI chatbots now search the web
Claude, ChatGPT and Gemini combine traditional web search with knowledge from their training data, packaging results in polished generative AI style.
AI search works for simple lookups
For widely known facts like the height of the Empire State Building, AI search is reliable. Large language models have near-certain accuracy on basic trivia.
Obscure questions need careful checking
If you ask about something less well known, like the fifth-billed actor in an obscure television show, there may be only one or two web references and AI might choose the wrong one.
AI struggles to find accurate sources
Stanford University research shows AI is good at extracting information from accurate sources but tends to fall down in not finding accurate sources and presenting confident answers anyway.
Complex queries benefit from AI synthesis
AI handles complex searches well, like finding the best restaurants in San Francisco for a family of five who want to spend no more than two hundred dollars.
Avoid AI for precise details and quotes
If you need exact information like a celebrity quotation, a report statistic or a device specification, traditional Google search works better. AI processes can introduce mistakes through paraphrasing and summarizing.
AI may prioritise relevance over authority
Researchers from UC San Diego found AI web searches sometimes pick sources because they are more relevant to the query rather than because they are ranked as more authoritative.
Skip AI for breaking news and high stakes
Traditional searching still wins for breaking news, where AI can lag in timeliness, and for high-stakes searches on health, law or finances where you absolutely cannot make a mistake.
Always verify AI sources if you use them
If you use AI search, double and triple check the sources the chatbot has used, which should be linked in the answer.
In short
AI web search excels at simple lookups and complex queries combining multiple sources, but fails on precise details, breaking news, and high-stakes searches where accuracy is critical.
