LabHub

Blog

AI Genealogy & Family History 2026 Complete Guide — Ancestry + AI Story · MyHeritage + Deep Nostalgia + LiveStory · FamilySearch · 23andMe · Findmypast · WikiTree · Korean Jokbo + Bohak · Japanese Koseki + Kakeizu + Samurai Genealogy Deep Dive

한국어English日本語

Prologue — The Year We Made the Dead Move

On the first weekend of MyHeritage's Deep Nostalgia launch in February 2021, Twitter timelines flooded with GIFs of great-grandmothers smiling and nodding inside their black-and-white photographs. Within days more than 10 million images had been animated. Some users wept. Others raged that "you shouldn't move the dead without consent." It was the genealogy industry's first mass-cultural AI moment.

Five years later, in 2026, that moment is no longer a shock. AI is embedded at every stage of family history work.

At the same time, 2025 brought the shock of the 23andMe bankruptcy. A consumer DNA star once valued at $6 billion was undone by quarterly losses, the aftermath of a 2023 breach, and the absence of a durable business model; 15 million users' genetic data went onto a sale table.

This guide walks through the 2026 landscape — tools, institutions, DNA, AI, and Korean–Japanese traditions — through that storm of change.


Chapter 1 · The 2026 Genealogy Landscape in Numbers

First the market size. Estimates as of May 2026.

Main player categories.


Chapter 2 · The Five-Layer Stack for Family History Work — 2026 Standard

The tooling stack used by veteran genealogists organizes into five layers.

[Family History Work Five-Layer Stack — 2026]
  L1. Tree authoring     — Ancestry, MyHeritage, FamilySearch, WikiTree, RootsMagic, Family Tree Maker
  L2. Record databases   — Ancestry Records, MyHeritage SuperSearch, FamilySearch Catalog, Findmypast
  L3. DNA analysis       — AncestryDNA, MyHeritage DNA, FamilyTreeDNA, GEDmatch, DNA Painter
  L4. AI assistance      — Deep Nostalgia, AI Time Machine, LiveStory, Reimagine, MyHeritage AI Biographer
  L5. Visualization/preservation — Family Echo, Treelines, Permanent.org, FamilySearch Memories

Beginners (3–4 generations direct line) get by with L1+L2. Serious researchers (10+ generations) need L3 DNA matching. L4 AI assistance shines on photos and stories. L5 matters when long-term preservation is the goal.


Chapter 3 · Ancestry — The Market Giant, Owned by Blackstone

Ancestry (www.ancestry.com) began in 1983 in Utah, moved to the internet in 1996, and was acquired by Blackstone for USD 4.7 billion in August 2020. Still the genealogy market's #1.

In 2024 Ancestry launched AI Story, which gathers a person's birth/marriage/death/migration/census records and lets AI generate a short biography. Users verify and edit, attach photos, and produce a family book. In 2025, AI Search arrived: a natural-language query interface ("a Smith family farmer in 1850s Kentucky") for records.

Drawbacks.


Chapter 4 · MyHeritage — The Absolute Leader in Photos and AI

MyHeritage (www.myheritage.com) was founded in 2003 in Bnei Atarot, Israel, by Gilad Japhet. The global #2 after Ancestry and the undisputed #1 in AI photo features.

MyHeritage's AI photo lineup has become the market standard.

Pricing — Premium Plus + Data around USD 299/year, DNA kits about USD 89 (USD 39 on sale).

MyHeritage acquired Geni.com in 2012, and in 2017 launched SmartMatch and Theory of Family Relativity, taking the lead in integrated DNA + tree matching.


Chapter 5 · FamilySearch — The World's Largest Free Database

FamilySearch (www.familysearch.org) is the nonprofit genealogy site operated by The Church of Jesus Christ of Latter-day Saints (LDS, the Mormon Church). Its origin is the 1894 Genealogical Society of Utah; the site moved online in 1999.

Every core feature on FamilySearch is free. A large fraction of what Ancestry and MyHeritage charge for — U.S. censuses, UK BMD, German parish records — sits free on FamilySearch. Some images require login due to partner contracts.

In 2024 FamilySearch quietly opened a beta of Get Started AI, a chatbot interface that asks beginners "where to begin" and guides them. In 2025 AI Search Enhanced added natural-language queries and automatic Latin translation.

The strengths are free access plus an enormous database. The weakness is the single-tree model — other users editing the same person can introduce conflicts.


Chapter 6 · 23andMe — A Wind-Down in Progress

23andMe was founded in 2006 in Mountain View, California, by Anne Wojcicki, Linda Avey, and Paul Cusenza. The first kit launched at USD 999 in 2008; growth exploded in 2017 when the FDA cleared certain health reports including BRCA1/BRCA2.

The sale state as of May 2026.

The core issue throughout was data privacy. The California Attorney General issued a public statement urging every 23andMe user to exercise their data deletion rights, and some states attempted to block the sale altogether.

What genealogy users should know.


Chapter 7 · Findmypast — Champion of UK Records

Findmypast (www.findmypast.co.uk) began in 2003 in London. Owned by DC Thomson, the Scottish media group.

Findmypast holds the 1939 Register (the pre-WWII UK list) and the 1921 Census exclusively. For anyone tracing UK or Irish roots, it's effectively essential.

In 2024 Findmypast launched Newspapers AI Search, a natural-language search across 70M newspaper pages. In 2025 it announced Family Stories Beta, which auto-collects newspaper mentions for people in your tree.


Chapter 8 · WikiTree — The Single Global Tree Ambition

WikiTree (www.wikitree.com) is the nonprofit collaborative tree founded in 2008 by Chris Whitten.

Every WikiTree profile is public and searchable. A person's page shows birth/marriage/death plus biography, family relations, citations, and DNA information.

Strengths.

The drawback is that the single-tree policy means you don't fully control your own data. Unsupported family lore is hard to enter.


Chapter 9 · GEDmatch and DNA Painter — Two Pillars of DNA Analysis

DNA kit companies only show matches within their own users. AncestryDNA users can't see 23andMe matches. GEDmatch and DNA Painter break that wall.

GEDmatch (www.gedmatch.com), founded in 2010 by John Olson and Curtis Rogers, is a free DNA analysis site. Users upload Raw DNA files from any company and match against every other user.

Core features include One-to-Many, One-to-One, Triangulation, and Phasing — all the standard DNA analyses. Tier 1 (paid, around USD 10/month) unlocks advanced tools.

DNA Painter (www.dnapainter.com), founded in 2017 in the UK by Jonny Perl, is the standard for chromosome mapping.

GEDmatch grows your matching pool; DNA Painter interprets what the matches mean. Serious DNA genealogists run both.


Chapter 10 · FamilyTreeDNA · LivingDNA · CRI Genetics — Specialist DNA Kits

FamilyTreeDNA (www.familytreedna.com) was founded in 2000 in Houston by Bennett Greenspan. The originator of Y-DNA and mtDNA testing.

FamilyTreeDNA hosts the most active Y-DNA project communities: surname projects, regional projects, haplogroup projects. Some Korean surname projects (Kim, Lee) are run there too.

LivingDNA (www.livingdna.com) is the UK company. Famous for finely grained UK regional results across 21 zones (England, Scotland, Wales, Ireland, Cornwall, etc.).

CRI Genetics (www.crigenetics.com) is a U.S. company. Marketed on deep-ancestry reports going back 26 to 50 generations, but academia is skeptical of the accuracy.


Chapter 11 · MyHeritage Deep Nostalgia — The AI That Animates the Dead

On February 25, 2021, MyHeritage launched Deep Nostalgia. By licensing the driver-video technology of the Israeli company D-ID, it animates faces in black-and-white photos with short motion clips (smiles, nods, eye movement).

How the technology works.

Controversy.

In 2026 Deep Nostalgia has become the standard for animated-photo features in genealogy. AncestryDNA released a Photo Restoration tool, but for video animation MyHeritage remains decisively ahead.


Chapter 12 · MyHeritage AI Time Machine · LiveStory · Reimagine

AI Time Machine (Nov 2022) takes 10–20 user selfies and generates images of the person in various historical styles — 19th-century British aristocrat, medieval knight, 1920s flapper, 1980s Cyndi.

LiveStory (Jun 2023) turns photos and text into a short documentary video. A person's family story becomes a 1–3 minute auto-edited video.

Reimagine (Oct 2023) is the mobile app. It scans paper photos while simultaneously colorizing, upscaling, and restoring them. The tool for quickly digitizing a whole album.

All three features are bundled into MyHeritage Complete (USD 299/year) or available via individual credits.


Chapter 13 · AI Photo Restoration Tools — Remini · Vance · Hotpot

Outside genealogy, the AI photo restoration market is crowded.

Remini (remini.ai) is owned by Bending Spoons (Italy). Specializes in restoring blurry photos to crisp.

Vance AI (vanceai.com) is a Chinese-origin SaaS. A bundle of Photo Restorer, Photo Colorizer, and Photo Enhancer tools. Heavy genealogy usage.

Hotpot.ai (hotpot.ai) is a U.S. company. AI Photo Restorer and Picture Colorizer with free trials. Lower output quality than MyHeritage, but nearly free.

PhotoRoom (photoroom.com) is a French company. Background removal is the core, with applications to family-photo background restoration.

Photomyne (photomyne.com) is an Israeli company. Specializes in paper-album scanning with auto-cropping. Competes with Remini.


Chapter 14 · Record Digitization — National Archives · National Archives of Japan · Korean National Archives

The raw material of family history is government archival holdings. 2026 progress at the major institutions.

U.S. National Archives (NARA, www.archives.gov) was founded in 1934. The goal is roughly 5 billion pages digitized by 2025.

UK National Archives (www.nationalarchives.gov.uk) at Kew houses everything from the 1086 Domesday Book to modern government records.

Korean National Archives (www.archives.go.kr) was founded in 1969, with branches in Daejeon, Busan, Gwangju, and Seongnam.

Academy of Korean Studies (www.aks.ac.kr) was founded in 1978. It runs the Korean Historical People Comprehensive Information System.

Japan's National Archives (www.archives.go.jp) was founded in 1971.

National Diet Library (www.ndl.go.jp) leads in digitizing newspapers, magazines, and books. As of 2024, 3.5M volumes are full-text searchable.


Chapter 15 · Newspaper Archives — Newspapers.com · Chronicling America

Newspapers are essential for family history — BMD announcements, obituaries, and society pages reconstruct a life in daily detail.

Newspapers.com (www.newspapers.com) is an Ancestry subsidiary. About 700M pages as of May 2026, mostly U.S. with some UK, Canada, Australia.

Chronicling America (chroniclingamerica.loc.gov) is a joint program of the Library of Congress and the National Endowment for the Humanities. Free.

British Newspaper Archive (www.britishnewspaperarchive.co.uk) is a British Library and Findmypast collaboration. 60M pages of UK and Irish newspapers.

Trove (trove.nla.gov.au) is the Australian National Library's free digitization of Australian newspapers.

Korean Joseon-era newspaper archives — National Library of Korea's newspaper archive and the Korean History Integrated Information System cover from 1883 (Hanseong Sunbo) onward.


Chapter 16 · Korean Genealogy — Digitizing 보학 (Bohak)

Korea's genealogical tradition is among the best-documented in East Asia. Yangban families published genealogies reaching back 30+ generations, and the scholarly discipline is called 보학 (Bohak).

Terminology.

Major digital tools and institutions.

Commercial tools.

Debate: the yangban vs. commoner population ratio dispute. Scholars estimate yangban at 7–15 % of Joseon's 1900 population, but by the 1910 colonial-era registration roughly half of household heads claimed yangban status. Wide-scale 19th-century status purchasing and jokbo forgery is the implication. Korean genealogy research must always grapple with the gap between pre-19th-century yangban records and registered status.


Chapter 17 · Japanese Genealogy — 戸籍 · 過去帳 · 家系図作成

Japan has a related but distinct family history system.

Terminology.

Core sources.

Commercial and free tools.

2025–2026 trends.


Chapter 18 · Chinese Genealogy — 族譜 (Zupu)

China is the origin of the Korean and Japanese traditions. The 族譜 (zupu) is the family record of one surname, and some lineages claim to reach back over 100 generations (often unverifiable).

Shanghai Library Family Trees (jiapu.library.sh.cn) is the Shanghai Library's digital genealogy database, with about 40,000 Chinese jiapu digitized.

FamilySearch China — for political reasons after 1949 mainland China digitization is restricted. Taiwan and Hong Kong are the main sources.

Geni Chinese Surnames — a handful of user groups.

The overseas Chinese diaspora (Malaysia, Singapore, U.S. Chinatowns, Korean ethnic Chinese) is actively running grass-roots digitization of family zupu.


Chapter 19 · AI Deepfakes and the Ethics of Genealogy

Since Deep Nostalgia, the family-history industry has had to grapple with two ethical questions.

1. Consent of the dead. Is animating a deceased great-grandfather's photo something he would have wanted? MyHeritage watermarks the AI output, but once a GIF spreads on social media the source disappears. Some families said "it felt like grandma was alive again, and it brought comfort"; others said "my mother would never have made that expression" and were unsettled.

2. Misuse of historical figures. When AI animates photos of Lincoln, Churchill, or King Jeongjo, the boundary between an authentic expression and a fabrication becomes blurry. In 2023 a social media account uploaded a fabricated "Hitler apology video"; fact-checking groups immediately pushed back.

3. Same-name merges. The AI Story feature has merged two different people who happen to share a name (such as two John Smiths in 1850s Kentucky) into a single fabricated biography. Users must verify.

4. AI hallucinated lineages. Asking general LLMs like ChatGPT to "trace my ancestry" can yield invented ancestors via hallucination. Always corroborate against primary records.

5. Photo-synthesis scams. A few cases have appeared where Deep Nostalgia videos are sent to elderly users posing as long-lost relatives.


Chapter 20 · DNA Privacy — The 23andMe Breach and After

DNA is data you cannot revoke once leaked. The 2023–2025 genealogy DNA crises pushed policy forward.

October 2023 — 23andMe data breach.

2024 — EU GDPR and DNA.

2024 — Korea's PIPA (Personal Information Protection Act) and DNA.

2025 — Japan's APPI (Act on Protection of Personal Information) and DNA.

2025 — privacy controversy in the 23andMe sale.

Principles for genealogy DNA users.


Chapter 21 · Adoption + Birth Family Search — Korean Single Holt · 325 Korea

DNA matching has revolutionized not only genealogy but birth family search. Roughly 200,000 Korean children were adopted abroad between 1953 and 1990, and many are now adults seeking biological parents.

Korean Single Holt — founded in 1955 by Harry and Bertha Holt. Korea's largest adoption agency. Now also operates birth family search and reunion support.

325Kamra (325kamra.org) is a nonprofit run by Korean adoptees. It distributes free DNA kits in Korea to increase the chance that adoptees will match birth families.

Korean Birth Mother Project + DNA — MyHeritage has sponsored some free kits.

KAS (Korean Adoption Services) — under the Ministry of Health and Welfare; supports adoption-record search.

Japanese adoption — smaller in scale than Korea, but with diverse cases including war orphans and 特別養子. Ministry of Health, Labour and Welfare and orphanage records.

DNA-found birth family reunions are reported in the dozens to hundreds each year. But due to Korea's incomplete 1953–1980s adoption records (fake parental information, fabricated birth certificates), paper records are usually insufficient. DNA is effectively the only thread.


Chapter 22 · Comparison — Which Tool When

A summary of frequently asked tool choices.

[2026 Genealogy Tool Selection Guide]
  Ancestry        — Beginner-to-intermediate U.S./UK/Ireland/Western Europe. Overall #1.
  MyHeritage      — Eastern Europe/Middle East/Israel + AI photo features. Top pick.
  FamilySearch    — Free + 10 billion global records. Recommended supplement for everyone.
  Findmypast      — UK/Ireland, 1939 Register, British India needs.
  WikiTree        — Collaborative free tree. Verification-minded serious researchers.
  Geni            — Single tree + MyHeritage integration. Notable/historical figures.
  AncestryDNA     — Largest matching pool. U.S.-centric.
  MyHeritage DNA  — European/Israeli matching + integrated AI tools.
  FamilyTreeDNA   — Y-DNA/mtDNA precision. Surname projects.
  LivingDNA       — Fine-grained 21-region UK/Ireland breakdown.
  23andMe         — In bankruptcy. New purchases not recommended; existing users should download data.
  GEDmatch        — Free cross-platform matching pool. Upload all kits.
  DNA Painter     — Chromosome mapping. Essential for serious DNA analysis.
  Academy of Korean Studies — Joseon figures + hanmun materials. Yangban research.
  Korean National Archives — Colonial 호적 + post-liberation government records.
  Japan National Archives — Meiji onward government and imperial records.
  Japan Search    — Japanese unified search.
  myojiyurai.net  — Japanese surname origins.

Chapter 23 · Cost and Time Scenarios

When people start family history research the first question is "how much will it cost?"

Beginner (4–5 generations direct, 12-month goal).

Intermediate (direct + collateral 6–7 generations, 2–3 year goal).

Serious researcher (10+ generations, 5–10 years).

Korean yangban research.

Japanese samurai research.


Chapter 24 · Conclusion — Genealogy after 2026

The 23andMe bankruptcy is the end of an era. The consumer DNA kit boom of 2017–2022 is over, and the market is slowly stabilizing. AncestryDNA has secured the matching-pool lead, MyHeritage holds the AI features crown, and FamilyTreeDNA owns Y-DNA precision.

AI now permeates every layer of family history. Five years ago genealogy was paper-and-pencil work; in 2026 a blurry photo can be restored in one click, the dead can be turned into short videos, and 18th-century Latin parish books are auto-indexed. At the same time, AI merges same-name strangers, hallucinates ancestries, and creates ethical friction over animated photos of the deceased.

Korean and Japanese genealogy traditions are themselves rich primary archives. As hanmun and 古文書 OCR matures, the Bohak, 戸籍, and 過去帳 corpora will become accessible even to English-language users. 2026 sits in the middle of that digital transition.

The most important advice is unchanged. Family history must start with primary sources — birth/marriage/death records, direct DNA matches — and AI is a helper, never a substitute for verification. Before animating a dead relative, think first about the feelings of the living family. Before swabbing your DNA, consider your cousins' privacy. And above all: always download and keep your data. That is the bitter lesson 15 million 23andMe users learned in 2025.


Comments

No comments yet.

Sign in to leave a comment