AI‑Powered Independent Candidate Playbook

Groups can use AI to score districts for 'independent viability', synthesize local sentiment in real time, and mine professional networks (e.g., LinkedIn) to identify and recruit bespoke candidates. That lowers the search and targeting costs that traditionally locked third parties and independents out of U.S. House races. — If AI materially reduces the transaction costs of candidate discovery and hyper‑local microstrategy, it could destabilize two‑party dominance, change coalition bargaining in Congress, and force new rules on campaign finance and targeted persuasion.