Here is today’s brief, practitioner-focused AI + genealogy update.

1. Major AI updates in the last 24 hours

• Tom’s Guide published a fresh head‑to‑head of ChatGPT vs Perplexity showing Perplexity outperforming on up‑to‑date, search‑heavy questions (like tech events and Nvidia GTC 2026), underscoring how search‑native chat tools are becoming the go‑to for “what changed this week?” style research.[tomsguide]​

• Recent comparison guides for 2026 still place ChatGPT/Claude/Gemini/Perplexity as the core “big four” stack, with Perplexity highlighted for real‑time web answers and multi‑model access, and Claude noted for superior long‑form editing and very large context windows (helpful when you paste long reports or multi‑generation trees).findskill+1

• Broader AI news continues to emphasize agents and automation over single prompts, with Nvidia and others positioning AI “agents” that can chain tasks together—relevant for future genealogy workflows that might watch for new collections, pull notices, and summarize changes automatically.marketingprofs+1

• FamilySearch’s recent overview of AI in genealogy reiterates their investment in AI for transcription, record matching, and photo analysis, signaling more behind‑the‑scenes improvements in hints, handwriting recognition, and media tools that genealogists will feel as “better results” rather than new buttons.[familysearch]​

If you’re deciding where to focus: Perplexity (for current web + citations), Claude (for long, nuanced editing), and platform‑embedded AI at FamilySearch and Ancestry for records/search are the most leverage right now.firstaimovers+2

2. Twenty‑plus concrete AI use cases for genealogists

All of these are things you could try today with a general AI assistant plus your existing genealogy sites and images.denyseallen.substack+4

1. Turn messy research notes into a structured log
   Paste a day’s worth of free‑form notes and ask AI to produce a table with date, repository/site, collection, search terms, result, and next action for your research log.[last24zotero.blogspot]​

2. Draft a focused research plan for a brick‑wall ancestor
   Provide a summary of what you know and what you’ve already checked, then ask AI to propose a step‑by‑step plan with sources, jurisdictions, and record types to target next.emptybranchesonthefamilytree+1

3. Refine an existing annual research plan
   Paste your 2026 (or current year) plan and have AI reorganize it by family line, locality, or time period, filling in overlooked sources like deeds, court minutes, or state‑level collections.[emptybranchesonthefamilytree]​

4. Generate better search strategies for a single ancestor
   Ask AI for alternate keyword combinations, spelling variants, and record types to use on Ancestry, FamilySearch, MyHeritage, and state archives for one research question.familysearch+1

5. Explain unfamiliar record types before you dive in
   Paste a description or citation for, say, “incompetency hearing” or “equity court records” and ask AI to explain what they usually contain and how genealogists use them.familysearch+1

6. Convert transcribed records into citation‑ready summaries
   Paste a will, deed, or estate file transcription and ask for: (a) a concise abstract, and (b) a bulleted list of key genealogical clues (names, relationships, places, dates).denyseallen.substack+1

7. Use AI to help interpret difficult handwriting (HTR assist)
   Upload a cropped image or typed approximation of very difficult handwriting and ask AI to propose likely readings and highlight uncertain words for you to verify, treating it strictly as a suggestion layer.aigenealogyinsights+1

8. Normalize place names and jurisdictions over time
   Provide historic place names from records and ask AI to map them to modern jurisdictions, noting boundary changes and whether a county or parish was formed from another.denyseallen.substack+1

9. Translate foreign‑language records with genealogical context
   Paste a short baptism, marriage, burial, civil registration, or notarial record and ask for both a literal translation and an explanation of terms in a genealogical context.familysearch+1

10. Summarize a multi‑page probate or court file
    After you’ve created a rough transcript or detailed notes from a long file, have AI group content by theme (heirs, land, debts, timeline) and draft a one‑page research summary.last24zotero.blogspot+1

11. Reconstruct migration paths from scattered clues
    Give AI a list of dated events (censuses, deeds, tax rolls, city directories) and ask it to produce a chronological migration narrative with a table of where the family appears over time.emptybranchesonthefamilytree+1

12. Design targeted research checklists for one locality
    Ask AI to compile a checklist of likely record types and repositories for, e.g., “19th‑century probate in Hartford County, Connecticut” or “early land records in Indian Territory.”emptybranchesonthefamilytree+1

13. Turn a successful workflow into a student handout
    Describe how you, for example, use full‑text search for probate or use the Wayback Machine to recover vanished genealogy sites, and ask AI to turn this into a clean, step‑by‑step handout or PDF outline.last24zotero.blogspot+1

14. Write lesson plans for classes or SIGs
    Provide your topic (e.g., deeds for beginners, city directories, photo analysis) and ask AI for a 60‑minute session outline with learning objectives, example activities, and homework ideas.aigenealogyinsights+1

15. Convert a research case file into a narrative report
    Paste your notes (problem, sources, findings, conflicts, conclusion) and have AI draft a narrative report or proof argument that you then edit, source‑check, and style to your standards.denyseallen.substack+1

16. Create multiple versions of the same family story
    From one master narrative, ask AI to generate a technical version for peers (methods, citations foregrounded) and a shorter, story‑first version for relatives or newsletter readers.[last24zotero.blogspot]​

17. Line‑edit reports and blog posts for clarity
    Run a draft through AI asking specifically for clearer transitions, removal of repetition, and suggestions where the reasoning jumps too quickly, without changing your conclusions.firstaimovers+1

18. Draft blog posts from structured notes
    Paste a bullet‑point summary of a research breakthrough and have AI produce a short, reader‑friendly blog post outline or draft, then you add images, document snippets, and final citations.[last24zotero.blogspot]​

19. Develop FAQs or “start here” pages for your website
    Provide your typical reader profile and topics, then ask AI to propose a concise FAQ list, short answers, and recommended internal links or categories for your site.aigenealogyinsights+1

20. Summarize and annotate DNA results explanations
    Paste text from testing‑company help pages or blog posts and ask AI to restate concepts (segments, clusters, endogamy, shared cM ranges) at a level appropriate for your intended audience.familysearch+1

21. Organize and label old family photos
    After you’ve gathered a set of scans, ask AI to help you create consistent file names, suggest grouping schemes (by couple, place, decade), and draft descriptive captions to store in your photo management software.[familysearch]​

22. Help evaluate record hints and possible matches
    Paste a hint’s indexed information alongside what you already know and ask AI to list reasons it might be the same person vs reasons to doubt, pushing you to articulate the evidence.denyseallen.substack+1

23. Create “watch lists” for new online collections
    Give AI your core surnames, locations, and timeframes, then have it design a simple table to track new or updated collections at FamilySearch, Ancestry, state archives, and others, with space to note when you last checked.last24zotero.blogspot+1

24. Design rubrics for student research assignments
    Ask AI to help you build a rubric for evaluating student case studies or homework: criteria might include question clarity, source breadth, citation quality, and resolution of conflicting evidence.aigenealogyinsights+1

25. Generate short prompts for family engagement
    Have AI create a list of 10–20 short questions you can email relatives (e.g., “What do you remember about your first job?”) and then later weave their answers into your written family history.[last24zotero.blogspot]​

If you choose one to test today, I’d suggest starting with turning a messy day of notes into a structured research log, then having AI help draft a brief blog post or report from that same material.denyseallen.substack+1