Case Studies
Real campaigns, real numbers: GOTV, persuasion, disclosure tests, and turnout lifts.
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1M+ voters reached Twenty-day statewide push with Defend Our Courts before the April 2026 Wisconsin Supreme Court race. The assistant reached over a million voters and held more than 21,000 real two-way conversations, the kind of sustained outreach that would have taken hundreds of thousands of volunteer hours.
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24.1% reply rate Ten-day bilingual get-out-the-vote push to voters who don't usually show up, right before a mayoral race. Replies came in strong, conversations stayed mostly positive, and turnout for the supported side jumped well past what that town typically sees.
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14% longer chats Four-day congressional special-election test reaching almost 20,000 voters. Half got a normal campaign opener; half got one that said a digital assistant was texting for the campaign. Replies and opt-outs looked about the same either way. Being upfront about AI cost a little on opens but led to longer, warmer conversations.
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26.3% turnout lift One text the day before Election Day to several thousand voters in an off-year council race. Turnout rose sharply versus similar years, the incumbent kept an overwhelming share of the vote, and engagement stayed healthy without much pushback.
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65.4% vote share Two weeks texting supporters and persuadables through events, then get-out-the-vote. People actually wrote back, stayed positive, and clicked what we sent. The candidate turned a tight-looking race into a clear win as turnout climbed, even while getting outspent badly.
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