Political candidates now employ specialists to optimize how chatbots describe their campaigns to voters. This emerging industry focuses on manipulating LLM outputs to favor specific candidates. These tactics exploit the way models retrieve information. Practitioners must now treat AI-generated political summaries as curated marketing rather than neutral data, complicating the fight against algorithmic misinformation.