Search engines and AI systems increasingly shape how political candidates are perceived, yet many campaigns overlook how these tools influence voter judgment. For state legislative candidates, especially Republicans facing coordinated insurgent attacks, this blind spot can allow misinformation and manufactured narratives to take hold.