Published: November 11, 2025 | Category: AI Skills | Beginner's Guide
Most family historians want to use AI but struggle with vague responses or overwhelming results.
That's where prompts matter.
A well-written prompt is the difference between AI giving generic answers and delivering specific, actionable help instantly.
This pack walks through what makes prompts work, what each part does, how to improve them, and answers the questions beginners ask most.
Think of a prompt like asking directions. "Tell me about Philadelphia records" gets you a history lesson. "What records show Philadelphia residents in 1870 who worked in textile mills and lived in the Spring Garden district?" gets you an actionable research plan with exact repositories, record types, and search strategies that could locate your ancestor within minutes.
AI responds to what we give it. The clearer the instruction, the more useful the output. That's what prompts do—they turn general AI capability into specific genealogy help.
Good prompts save time. Instead of five frustrating attempts, one clear prompt gets results on the first try. Plus you experience the power of Artificial Intelligence!
Unless a prompt specifically mentions another tool, the prompts in this pack work with LLMs (Large Language Models).
What's an LLM? Think of it as a text-based AI assistant trained on massive amounts of written material. LLMs read your prompt, understand context, and generate human-like responses. They're excellent for writing, analyzing documents, and answering research questions.
Common LLMs for genealogy work: