AI search is no longer a single product category. Consumer tools optimize for fast answers, research products optimize for source handling and enterprise systems optimize for permission-aware retrieval.
The clearest differentiator is not the summary itself. It is whether the system can show provenance, refresh stale claims and preserve useful context across a project.
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