Sometimes I find myself going down a dark hole—when I'm staring at messy records, conflicting dates, and people who seem to disappear between censuses.
Here are some ways I actually use AI when working through real genealogy problems.
1. Turning a Pile of Records into a Life Story
One of the most useful things AI does is take scattered facts and turn them into a coherent narrative.
Instead of juggling:
- a census here
- a land record there
- a probate mention somewhere else
I’ll feed AI the raw data and ask:
“Summarize this person’s life based on these records.”
What comes back isn’t just a summary—it’s structure:
- timeline of movement
- likely family relationships
- gaps that stand out
That alone can shift your perspective. You stop seeing isolated records and start seeing a life unfolding over time.
2. Spotting Connections I Didn’t Think to Look For
We all get tunnel vision. You search for the same surname, in the same place, the same way.
AI is surprisingly good at breaking that pattern.
I’ll ask things like:
- “What connections might I be missing here?”
- “Who else should I be researching alongside this person?”
It often suggests:
- neighbors in census records
- witnesses on deeds or wills
- possible in-laws based on proximity or naming patterns
Sometimes it’s obvious in hindsight. But it wasn’t obvious before.
3. Getting Unstuck When I Hit a Wall
When I hit a brick wall, I don’t just keep searching harder—I change the question.
AI helps by generating new research angles:
- “What records would exist for this person in 1810 Vermont?”
- “If no death record exists, what indirect evidence should I look for?”
- “Where would probate records be kept before this county was formed?”
Instead of guessing, I get a targeted list of next steps:
- probate
- land records
- guardianships
- tax lists
That saves hours of wandering through the wrong sources.
4. Interpreting Old or Confusing Records
Some documents are just hard to read—not because of handwriting, but because of language.
AI helps translate:
- legal phrasing in probate files
- archaic wording in deeds
- vague references like “relict,” “yeoman,” or “of said town”
I’ll paste in a passage and ask:
“What does this actually mean in plain English?”
It’s like having someone sit next to you and explain it without needing a law degree or colonial history background.
5. Testing Hypotheses Before I Chase Them
This is one of the most practical uses.
Before I spend hours digging, I’ll ask:
- “Does this timeline make sense?”
- “Could these two records refer to the same person?”
- “What are the arguments for and against this being the same individual?”
AI lays out the logic:
- supporting evidence
- contradictions
- what’s missing
It doesn’t decide—but it helps me think more clearly before I go down a rabbit hole.
6. Finding Alternate Name Spellings (and Actually Using Them)
We all know names were spelled inconsistently. But we don’t always search broadly enough.
AI will suggest:
- Dickinson → Dickenson → Dickerson
- Heman → Hemen → Herman
More importantly, it pushes you to:
- search phonetically
- search loosely
- stop trusting exact matches
That alone can surface records you would otherwise miss completely.
7. Building Research Plans Instead of Just Searching
Instead of jumping into databases blindly, I’ll ask:
“Create a research plan for this person.”
What I get is structured:
- Start with census records
- Check land transactions
- Look for probate or guardianship
- Expand to neighboring counties
It turns random searching into intentional research.
8. Keeping Me Honest
AI is helpful—but it’s also a reminder to slow down.
Because sometimes it’s wrong.
And when it is, it forces me to:
- verify sources
- re-check assumptions
- go back to original records
That’s not a downside. That’s good genealogy.
The Real Value
AI doesn’t replace research. It improves how you think about research.
It helps you:
- organize chaos
- see patterns
- ask better questions
- move forward when you’re stuck
But the conclusions?
Those are still yours.
Final Thought
Genealogy has always been about persistence—following small clues until they connect.
AI doesn’t change that.
It just makes the path a little clearer.
And sometimes, that’s all you need to finally break through.
