About
AI Genealogy Insights, run by genealogist Steve Little, is a dedicated educational resource exploring how artificial intelligence can assist—and where it falls short—in genealogy and family history research. The site chronicles a long-running AI Genealogy Do-Over project, including a 52 Ancestors in 52 Weeks challenge, offering readers a transparent, real-world look at integrating AI tools into actual research workflows. Over the course of two-plus years, the author has identified and documented more than a dozen legitimate AI use cases in genealogy and created over 80 free AI tools tailored for genealogists and family historians. Alongside these successes, the site honestly documents the many failures and limitations of AI in this domain, helping readers avoid the common trap of over-relying on AI when traditional methods are more effective. Content includes blog posts, curated AI prompts, a jargon glossary, and guided walkthroughs of genealogical research tasks supported by AI. The site covers beginner-friendly topics as well as more nuanced discussions about responsible AI adoption in a research context. It is an invaluable resource for genealogists curious about tools like ChatGPT, and for anyone wanting an honest, practitioner-led perspective on where AI genuinely adds value in family history research.
Key Features
- 80+ Free AI Genealogy Tools: A growing library of free AI-powered tools specifically created for genealogists and family historians to assist with common research tasks.
- Curated AI Prompts: Ready-to-use prompts designed to get the best results from AI assistants like ChatGPT when applied to genealogical research scenarios.
- Honest Use Case Documentation: Transparent, practitioner-led documentation of real AI successes and failures in genealogy, helping researchers avoid over-reliance on AI.
- 52 Ancestors Research Project: A live, ongoing AI-assisted genealogy do-over project sharing weekly insights from real family history research using modern AI tools.
- Beginner-Friendly Educational Content: Blog posts, glossaries, and guides that make AI-assisted genealogy accessible to researchers at all experience levels.
Use Cases
- A beginner genealogist uses the free AI prompts to draft research questions and organize findings from newly discovered family records.
- An experienced family historian evaluates which AI tools are appropriate for transcribing old handwritten documents versus searching historical databases.
- A genealogy educator uses the site's documented use cases and failures as teaching material for responsible AI adoption in research.
- A hobbyist researcher follows the 52 Ancestors project as a framework for structuring their own AI-assisted family history do-over.
- A genealogy blogger references the site's jargon glossary and prompt library to improve the quality of AI-generated research summaries.
Pros
- Completely Free Resources: All tools, prompts, and educational content are freely available with no paywalls, making it accessible to genealogists at any budget.
- Balanced and Honest Perspective: Unlike promotional AI content, the site candidly documents both wins and failures, giving readers a realistic picture of AI's current capabilities in genealogy.
- Practitioner-Led Insights: Content is grounded in real genealogical research experience, making advice practical and immediately applicable.
Cons
- Niche Audience: Content is highly specialized for genealogy and family history research, limiting its relevance for general AI users or other research domains.
- Blog-Style Updates: Content is published episodically rather than as a structured course or reference guide, which may make it harder to navigate for newcomers.
Frequently Asked Questions
What is the AI Genealogy Do-Over?
It is a structured genealogy research project started on January 1, 2025, combining a traditional genealogy 'do-over' methodology with AI assistance. The author documents how and when AI tools are helpful—or not—during the process of rebuilding a family history database from scratch.
Are the AI genealogy tools really free?
Yes. The site has shared over 80 free AI tools specifically designed for genealogists and family historians, with no cost to access or use them.
Is this site suitable for beginners?
Yes. While the site covers advanced topics, much of the content is aimed at beginners who want to understand how AI can help with everyday genealogy tasks like organizing records, writing summaries, and drafting research questions.
What AI tools are discussed on the site?
The site primarily explores large language models like ChatGPT, along with other AI assistants, evaluating their usefulness for tasks such as transcription, analysis, writing, and research organization in a genealogical context.
Does the site recommend using AI for all genealogy tasks?
No. A core theme of the site is recognizing when traditional research methods are more effective than AI. The author actively documents cases where AI underperforms, helping researchers apply the right tool for each task.
