Legacy Family Tree, Gale In Context: Opposing Viewpoints entered the Genealogy Research Tools and Services top ten.
share of answers
Data as of Aug 25, 2026 · Based on 1,572 AI responses · See how Parse measures this
Genealogy Research Tools and Services
Parse
https://parse.gl
Ancestry has solidified its position as the top genealogy and DNA service in AI responses, cited for its massive database and integrated historical records. Meanwhile, the free platform has surged to become the #2 most-cited resource, frequently recommended as the best starting point for beginners.
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | 34% | ||
| 2 | Frequently cited as the best free resource for starting genealogical research. | 34% | |
| 3 | 19% | ||
| 4 | A leading desktop software choice for managing large and complex family trees. | 18% | |
| 5 | 17% | ||
| 6 | 17% | ||
| 7 | 16% | ||
| 8 | 16% | ||
| 9 | 15% | ||
| 10 | 15% | ||
| 11 | A key resource for primary sources like historical newspapers and maps. | 14% | |
| 12 | 14% | ||
| 13 | 14% | ||
| 14 | 13% | ||
| 15 | 13% | ||
| 16 | 13% | ||
| 17 | 12% | ||
| 18 | 12% | ||
| 19 | 12% | ||
| 20 | 12% | ||
| 21 | 11% | ||
| 22 | 10% | ||
| 23 | The primary DNA service recommended for tracing lineage to African countries. | 10% | |
| 24 | 10% | ||
| 25 | 10% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
reddit.com is the page AI reaches for most here, cited in 37% of analyzed answers.
share of answers
Share of direct mentions
share of answers
Rose from unmentioned in Oct to a top-cited brand between Dec and Mar.
Fell from #1 to #5 in overall rank between Oct and Mar.
“A top-tier option for DNA and health reports.” → “A brand cited with caveats about its 2025 bankruptcy and data privacy.”
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 40% | 42% | ||
| 35% | 27% | ||
| 19% | 14% | ||
| 0% | 24% | ||
| 17% | 18% |
The two models disagree most about Association of Professional Genealogists (ChatGPT #24, Google #6) and JewishGen (ChatGPT #3, Google #14).
Ancestry has solidified its position as the top genealogy and DNA service in AI responses, cited for its massive database and integrated historical records. Meanwhile, the free platform FamilySearch has surged to become the #2 most-cited resource, frequently recommended as the best starting point for beginners.
Across 1,572 AI responses, Blackstone is mentioned most, named in 34% of them, followed by FamilySearch (34%) and Legacy Tree Genealogists (19%).
Parse measures each brand's mention rate — the share of answers naming it — across 1,572 AI responses to this market's buyer questions. Answers are collected daily and the ranking is published weekly.
Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.
AI consistently advises starting with local libraries and historical societies. For online resources, Google AI Overviews and ChatGPT frequently recommend the Library of Congress and its Chronicling America project, alongside major genealogy platforms like
FamilySearch.
Brands mentioned
I want to learn more about my local history. What are the best resources?
AI consistently advises starting with local libraries and historical societies. For online resources, Google AI Overviews and ChatGPT frequently recommend the Library of Congress and its Chronicling America project, alongside major genealogy platforms like
FamilySearch.
AncestryDNA is consistently named best for genealogy and finding relatives, while is positioned for health insights. Beginning in late 2025, some ChatGPT responses began mentioning 's bankruptcy and data privacy concerns, adding a note of caution to recommendations.
Brands mentioned
What is the best ancestry and DNA testing service?
AncestryDNA is consistently named best for genealogy and finding relatives, while
23andMe is positioned for health insights. Beginning in late 2025, some ChatGPT responses began mentioning
23andMe's bankruptcy and data privacy concerns, adding a note of caution to recommendations.