Family Tree Magazine Podcast
Episode: Online Search Strategies for Genealogists – An Interview with David Fryxell
Date: February 1, 2026
Host: Family Tree Editors
Guest: David Fryxell, Founding Editor, Family Tree Magazine
Episode Overview
This episode focuses on the evolution and best practices of online search strategies for genealogists, featuring insights from David Fryxell. Drawing on his article "Star Search" from the January/February 2026 issue, David discusses major changes in online genealogy searches over the past decade, including the consolidation of databases, the enduring value of Boolean logic, wildcard characters, and the impact of artificial intelligence (AI). The conversation delves into practical tips for researchers of all levels, highlighting common pitfalls and strategies to maximize results in the ever-changing digital landscape of genealogy.
Key Discussion Points and Insights
1. Evolution of Online Genealogy Search (01:05 – 03:09)
- Consolidation of Data Sources: Over the past decade, genealogical data has become concentrated in a few large sites, e.g., Ancestry, FamilySearch, FindMyPast, and MyHeritage.
- “So much of the data is now concentrated in a relatively small handful of sites...you really need to be a good ancestry and find my past and familysearch searcher.” (B, 01:53)
- Shift from General Web Search: Earlier, genealogists explored independent and diverse websites. Now, most relevant information is on mainstream, often-merged platforms.
2. Boolean Search Strategies (03:09 – 06:13)
- Definition & Use: Boolean operators (AND, OR, NOT, parentheses, quotation marks) provide context and control results.
- “Terms like and or...not. In some sites you can use terms like near. There's enclosing things in parentheses, enclosing in quote marks, things like that.” (B, 03:21)
- Warning: Not all sites use these operators the same way—some default to AND, some to OR.
- Practical Example: Excluding unwanted results, such as searching “Winter NOT snow NOT season” to avoid irrelevant hits.
- “So often you have a minus sign meaning, you know, I don't want all those winter sites that you know, 10 great winter hobbies or something.” (B, 05:15)
- Full Text Search Caveats: With sites like FamilySearch now offering full text search, it's crucial to use precise terms to avoid “false positives.”
3. Targeted vs. General Search Forms (06:13 – 07:29)
- Narrowing Down: Use targeted forms (e.g., immigration, passenger list) instead of broad all-records searches.
- “Honing exactly what you want to search...can help a lot.” (B, 06:23)
- Customized Search Options: Targeted database search forms often provide unique filters (e.g., arrival/departure dates) unavailable in a general search.
4. Wildcard Characters for Name Variations (16:14 – 19:28)
- Use in Genealogy: Wildcards (*, ?) help account for spelling variations and transcription errors.
- “I have Dickinson's, for example...if you use wildcards, you can get around a lot of those problems.” (B, 16:40)
- Differences in Site Implementation: Asterisk typically represents multiple characters; question mark for a single character—but specifics can vary.
5. Combining Strategies: Boolean + Wildcards (18:04 – 19:28)
- Layering Techniques: You can combine Boolean logic, wildcards, and quotation marks for advanced queries, adapting for unknowns like “first name first” vs. “last name, first.”
- “You should just never underestimate the ability of transcriptions to be weird and off.” (B, 18:41)
- Transcription Issues: Spelling anomalies, translation, and OCR mistakes can lead to missed records.
6. Advanced Parameters and Common Mistakes (20:19 – 24:06)
- Less is More: Avoid “overfitting” searches by entering too much precise information; start broad, then refine.
- “It's better to, you know, enter a little bit and get, you know, 10,000 hits and then you can narrow it down from there than to be so precise that you actually get zero hits or two and they're wrong.” (B, 22:43)
- “Exact” Filters: Use “exact” boxes with caution—restricting results can cause you to miss valuable records, especially if dates or spellings are inconsistent.
7. The Impact of AI on Genealogy Search (24:15 – 28:30)
- New Capabilities: AI indexes documents and generates summaries (e.g., MyHeritage’s old news results, FamilySearch, Archive Digital).
- “I'm getting all these emails from MyHeritage that says we found these things in old news and I've actually gotten a fair amount of good stuff from that.” (B, 24:35)
- Cautions & Pitfalls: AI-generated summaries (like Google’s) may be wrong, and reliance on them can overlook primary sources.
- “Now I worry what other answers that I'm getting maybe from my genealogy are equally ridiculous. But...I don't know it's ridiculous.” (B, 26:46)
- Business Impact: Less web traffic to original sites may threaten ad-supported genealogy resources.
8. Comparing Modern vs. Traditional Genealogy Skills (29:04 – 32:42)
- Different Skill Sets: Modern research prioritizes strategic searching, critical thinking, and source analysis, energy once spent on microfilm scrolling now goes to filtering and evaluating digital results.
- “The whole strategy of what should I search for?...It's an entirely different sort of mindset from, you know, when I would go to the Family History center...and scroll through microfilm...” (B, 29:48)
- Enduring Challenges: Now, researchers must scrutinize the accuracy of their findings among abundant (but not always sound) online data.
- “The challenge now becomes sorting through it, figuring out what you really want to add, what's real, what's really your ancestors.” (B, 32:29)
Notable Quotes and Memorable Moments
-
On the shift to database giants:
“So much of the data is now concentrated in a relatively small handful of sites...you really need to be a good ancestry and find my past and familysearch searcher.” (B, 01:53) -
On overconstraining searches:
"It's better to...enter a little bit and get, you know, 10,000 hits and then...narrow it down from there than to be so precise that you actually get zero hits or two and they're wrong." (B, 22:43) -
On transcription and misspellings:
“You should just never underestimate the ability of transcriptions to be weird and off.” (B, 18:41) -
On the influence and pitfalls of AI:
“Now I worry what other answers that I'm getting maybe from my genealogy are equally ridiculous. But...I don't know it's ridiculous. So...I'm like in the grain of salt universe here of be careful.” (B, 26:46) -
On the abundance of information:
“An embarrassment of riches.” (B, 32:32)
Timestamps for Important Segments
- 01:05: Evolution of genealogy search platforms
- 03:09: Boolean logic and site-specific quirks
- 05:15: Excluding unwanted search terms
- 06:13: Advantages of searching in targeted categories
- 16:40: Using wildcard characters
- 18:04: Combining Boolean and wildcards
- 20:19: How name variations and transcription errors affect search
- 22:43: Common mistake: entering too much info or overusing “exact” filters
- 24:35: AI's role in genealogy; pros and pitfalls
- 29:45: Comparing online search skills to pre-digital genealogy
Tone and Final Thoughts
David Fryxell's advice remains approachable, practical, and laced with humor and relatable examples. The episode emphasizes both the empowerment and the complexity of today’s online genealogy research: while access to information is unparalleled, researchers need to be strategic, flexible, and skeptical—balancing automated search tools with classic critical thinking.
“It's a lot more about source analysis and looking at citations and primary and secondary sources rather than just finding the thing in the first place.” (A, 32:33)
Related Reading:
David Fryxell's article “Star Search” (January/February 2026 issue of Family Tree Magazine)
Show Notes & Further Resources:
familytreemagazine.com/podcasts