With many records liberated from dusty library shelves, modern genealogists can now search countless documents without the drudgery of scrolling through microfilm.
But it can still be frustrating to get too few—or too many—search results. Sometimes it seems your ancestors must be hiding from you!
The harsh reality is that, though microfilm research required little more than patience and a good chair cushion, today’s online searches call for strategic smarts.
The tips in this article share secrets to search success. Many of these shortcuts and hacks apply to any search engine or site. But some are specific to Google, Bing or popular databases such as Ancestry.com, FamilySearch, Findmypast and MyHeritage.
Take Advantage of Site-Specific Options
1. Get to the ‘Advanced Search’
Many sites have stopped offering dedicated “advanced search” pages, presumably incorporating those tools into their basic search engine. Still, here are some additional fields you can search by at each site:
- Google bucks the trend and still has an Advanced Search page (also available under Tools from the home page). There, you can essentially add Boolean terms, then narrow results by language, region and more.
- Bing doesn’t have a separate advanced search page. But it does integrate with Microsoft’s Copilot AI tool, which (as a chatbot) can handle complex search input.
- Ancestry.com lets you Show More Options (which vary by category) or switch to a new beta form called “Smart Search.”
- FamilySearch, Findmypast and MyHeritage let you add details respectively, where you can add life events, family members and record parameters.
2. Search within a site
Frustrated by the limitations of a genealogy site’s search capabilities? Unleash the power of your favorite online search engine with a site-specific search: site: as in site:rootsweb.com or site:usgenweb.org (no space after the colon). For best results, use this technique for text that appears on a webpage, not to search for indexed information in databases.
3. Save your searches
Just because the answers weren’t online today doesn’t mean they won’t be added three months or a year from now. Take advantage of sites like MyHeritage that let you save searches to rerun them.
Use Boolean Terms and Special Characters
4. Use quotation marks to search exact phrases
Most search engines offer certain “formulas” for more-precise queries.
For example, search for exact phrases by putting them in quotation marks—for example, complete names (“George Phillips”). Some records list the surname first, so you’d also need to try “Phillips, George” (“George Phillips” OR “Phillips, George”).
5. Try proximity searching with NEAR
Avoid the uncertainty of name order by taking advantage of the operator NEAR. Searching Google or Bing for George NEAR Clough would find “George Albert Clough” as well as “Clough, George Albert.”
You can even specify the maximum number of words by which these terms may be separated. For example, between two keywords that should appear no more than three words apart, use NEAR:3 in Bing and AROUND(3) or w/3 in Google. (Even without these tricks, Google will give priority to pages that have your search terms closer to each other.)
6. Use other basic operators: AND, OR, NOT and parentheses
Named after 19th-century logician George Boole, Boolean terms tell a search engine how to think about the terms you’ve entered in relation to each other. Here are the most widely used, with examples of each in action in italics:
- AND: In addition to exact matches, you can narrow your results by specifying results should include both keywords (Virginia AND cemeteries, for cemeteries in Virginia). In many search engines, a plus sign (+) works the same (Virginia + cemeteries). Note that, by default, Google assumes your searches use AND.
- OR: In contrast, this phrase broadens your search to include results that contain either or both terms (John OR Jonathan, to capture both versions of the name). Likewise, a bar symbol (|) works the same in many engines (John | Jonathan).
- NOT: You can omit a Google search term by preceding it with NOT or a minus sign (-). This is the perfect way to avoid results from a place your ancestor didn’t live, such as “George Clough” NOT Massachusetts or “Orange County” -California.
- Parentheses: Group parts of your search together, like you would in a math equation. This helps the engine determine how the pieces of your search terms fit together.
As we’ve seen, you can use most Boolean terms together in most search engines. And on non-genealogy websites that don’t have relevant fields, you can use them to search for a person who had a certain spouse (“George Phillips” AND “Mary Blair”) or lived in a certain place (“George Phillips” AND Virginia).
Although Google assumes you intend AND when you type more than one search term, not all sites work that way. The Library of Congress catalog, for example, requires Boolean operators (in all caps) to narrow your search. To find wills from Virginia, type Wills AND Virginia. For wills from Virginia or West Virginia, type Wills AND Virginia OR “West Virginia.”
In that previous example, you wouldn’t actually need to capitalize Virginia. The only capitalization Google cares about is in Boolean operators (see next tip) such as OR. (And there’s no way to force it to differentiate—too bad if you’re researching a surname that’s also a word, like Low or Seal.) Google also ignores common short words such as “the,” “a,” “an” and “on,” as well as most punctuation including hyphens (“e-mail” or “email,” it doesn’t matter). Apostrophes do count, however (“we’re” is not the same as “were”).
7. Experiment with wildcards
Wildcard characters stand in for one or more unknown letters, allowing you to search for multiple spellings of a word. The question mark (?) takes the place of a single letter and an asterisk (*) takes the place of any number of unknown letters (including no letters at all). For example, “Gust* Fryxell” returns results for both Gustav and Gustaf Fryxell.
Genealogy websites vary in their compatibility with wildcards: Ancestry.com, the Ellis Island Passenger Search, FamilySearch and Findmypast support both the question mark and asterisk, but MyHeritage supports neither.
Google doesn’t support wildcards within words, but you can use an asterisk to take the place of one word (or multiple asterisks for that many unknown missing words). This is a handy supplement to name searches within quotation marks, which help catch instances with a middle name or initial: “George * Phillips” finds “George Bagster Phillips” whereas the non-asterisk search within quotation marks does not. (Google doesn’t support the question mark, and Bing doesn’t seem to recognize any wildcards.)
Be Creative with Name Searches
8. Exhaust all name variations
You’re likely already searching any obvious name variants, such as “Olsen” and “Olson.” But make sure to take it a step further by checking every oddball spelling variation or possible typo in your ancestors’ names—first names as well as surnames. (Wildcards can of course help here; see No. 7.)
Also try the following:
- Nicknames, initials, alternate spellings, and middle names, any of which could have been used as first names. Track what variations to try with Family Tree‘s surname variant chart.
- Maiden and married names: Genealogists sometimes overlook the fact that many women lived much of their lives—and usually died—under a husband’s surname. Try to learn both, as records created under each name may contain unique clues.
- Suffixes: Some collections index “Jr” and “Sr” as though they were part of the last name. So if you can’t find George Clough Jr., it’s worth trying CloughJr or Clough* to see if this indexing quirk is hiding him.
Struggling to think of spelling variants for surnames? Though it’s not as widespread in genealogy these days, the Soundex system helps make account for these by replacing some letters in a name with numbers, so “Washington” becomes “W-252.” The National Archives has an explanation of how it works, and you can use a Soundex converter.
9. Try nameless searches
Sometimes the only way to find an ancestor online is to search without a name. This is particularly useful for census research, but can also work for vital records.
You might be surprised how few fields you even have to fill. At the “Big Four” genealogy websites, you can search for a date and place without a name. That helps you side-step unexpected errors in a record’s spelling or indexing to find a previously missing ancestor. For example, you could find everyone in your ancestor’s hometown who was a certain age during the 1880 census, or all the babies born in a place in 1915.
This technique is best for searching a single collection (see No. 15), like one enumeration, to limit the flood of hits. Fill in as much as you know—birth year, birth place, residence—but leave the name fields blank. This trick works in Ancestry.com, Findmypast, MyHeritage and FamilySearch. This will help you bypass transcription errors or spelling quirks.
When sites let you include parents’ names, try adding those first names as well—still omitting the surname. Again, this works best with single collections to avoid a deluge of results.
10. Add keywords to name searches
Take the extreme approach: Leave fields blank and type names as keywords instead—sometimes effective on sites like Fold3 that scan a lot of old documents that lack neat fields for names and other data.
Alternatively, target your ancestors—especially those who have common names—by adding a spouse’s name or a location. Try combining the previous quotation-marks trick with a similarly handled spouse’s name (“George Clough” “Mary Phillips”) or with a place where your ancestor lived (“George Clough” Virginia).
Add (and Remove) Filters and Search Fields
Sites offer a bunch of blanks for search terms—but that doesn’t mean you have to fill out all of them. (It’s not a mortgage or passport application!) Start searching with only a few key bits of information, then narrow your results if that first pass produces too many hits.
11. Narrow results by date
Most major genealogy websites allow you to narrow searches by date range: Ancestry.com by plus or minus 0, 1, 2, 5 or 10 years; those intervals plus 20 years at MyHeritage; and those plus 40 years at Findmypast. At FamilySearch, you can simply enter a year range.
Another way to narrow the time frame of your results in genealogy databases is to add a date for an “Other” or “Any” event. Search results sometimes seem to include individuals far outside the time frame when your ancestor lived, especially if you don’t know any vital-record dates. Adding an “Any” or “Other event” date in your ancestor’s lifespan—even if you just make it up—can eliminate these bogus hits.
You can even search using a date range in Google: Just add a start and end year separated by two dots (1854..1875). Note this operator isn’t officially supported, but worked when we tested it. Google also offers a daterange: operator, but that searches by when a result was indexed by Google (often, the date it came online) rather than the age of the content in it.
12. Filter by file types, language or location
Take advantage of the other search-refinement options, including:
- File types: You can find PDFs, JPGs and other common file types using the filetype: search operator in Google or Bing. Many genealogical organizations publish indexes as PDF documents on their websites, and a search such as weyer site:hcgsohio.org filetype:pdf can help you quickly search them.
- Language: Not up to translating (even using online tools like Google Translate)? Tell your search engine to stick to English results—or to seek out sites in your ancestor’s native tongue—using the Language dropdown on Google’s Advanced Search page. In Bing, use the operator language:.
- Location: If your ancestor lived in France, maybe you want to limit your search to French sites (as opposed to French-language sites from other French-speaking countries). Try the Region dropdown on Google’s Advanced Search page or use the loc: operator in Bing. When you have ancestors who moved around a lot—as so many did in the expansionist years of the young United States—you might be able to find them by leaving place fields blank. If somebody staked a homestead claim or joined the Gold Rush, try searching only for names and dates; narrow an excess of results by adding back one place at a time.
- Relationship: Another tactic, useful for finding an ancestor’s siblings or overcoming transcription errors, is to search on a relationship field. Leave the main name and surname fields blank, or fill in only the surname but include the parents’ names.
Another way to make your searches more location-specific is to use that country’s Google site rather than the default, US-centric Google. Google runs search engines for most nations, and you’ll get slightly different results using them. The UK site, for example, is <www.google.co.uk>. You can find these “native” sites by (of course) searching the regular US Google for google [name of country].
13. Carefully use Exact matches
The “exact” search options at genealogy websites can be landmines, eliminating potentially useful results along with irrelevant ones. Searching for an exact first name, for example, will skip results with only initials or no first name at all—even hits that otherwise would match your ancestor.
In fact, exact matches can scrub whole categories from your results. Unless you’re specifically searching for death records, for example, don’t check “exact” for death dates. Records of earlier events (such as births and marriages) will be omitted since they don’t contain a death date.
14. Apply keywords
You’re probably not using keywords very often—even though they’re an option at most major genealogy sites. Try adding:
- Ship names
- Religious denominations or houses of worship
- Occupations
- Associations (e.g., “Mason”)
- Titles like “Reverend” or “Doctor”
Make sure not to click “exact” for keywords if that’s an option, though, so you don’t miss out on collections without keyword capability.
As stated in Nos. 8 and 9, you can also use names as keywords in a broad search.
15. Explore one record collection at a time
We’ve already hinted at this: While it’s convenient to be able to search all of Ancestry.com or FamilySearch or other database sites in a single pass, sometimes you need to focus on one collection.
Search each census separately, working back only once you’ve found everyone in a year. This approach—also useful for vital records with separate birth, marriage and death indexes—lets you leave more fields blank and experiment with more workarounds for possible transcription errors, without being deluged by results.
You can find individual collections through the catalogs at Ancestry.com, FamilySearch and MyHeritage, or All Record Sets at Findmypast.
Broaden Where (and Who) You’re Searching
16. Research friends, neighbors and extended family members
You’ve probably heard of “cluster genealogy.” According to this principle, your family’s “clusters” (extended relatives, friends, neighbors and fellow worshipers) are all worth researching. After all, your ancestors didn’t migrate in isolation—they mostly did in groups.
Searching “sideways” for those in a missing ancestor’s cluster can often get you around genealogical brick walls. Those neighbors in 1880, for instance, might also be found in the 1870 census—with your mistranscribed ancestors just around the block. And the “right” ancestor might identify himself from another man who had the same name because he lived next door to someone in your ancestor’s cluster.
A variation on cluster genealogy takes advantage of people with uncommon names—even if they aren’t your direct kin. Sorting through all the John Smiths might be impossible. But if he had a sister Zilpha you can search for her instead.
17. Find ‘collateral’ relatives
“Collateral relatives” refers to a similar concept, encompassing non-direct-line family members. These people also created records that might be missing for your ancestor—documents that mention either your target person or their shared family members.
For example, if your great-great-grandmother died before Illinois’ death index began in 1916, search for her younger brother instead. His death record might list their mother’s maiden name: your elusive third-great-grandmother.
18. Be flexible with dates and locations
You might be certain an ancestor was born in 1863 or immigrated in 1888, or that her married name was Belvedere and her mother was born in Ohio. But if your searches on this data keep misfiring, consider the possibility that an ancestor fibbed, fogged the truth, forgot or made a change. Maybe Anne Belvedere shaved a few years off her age at census time, and had taken a second husband you didn’t know about. Try searching without each key fact in turn to see if omission might lead to success.
Your California kin may have slipped over the border to Nevada to get hitched. Or county boundary lines might have changed, putting your North Carolina ancestor’s records in a previous parent county. If you can’t find your immigrant family at Ellis Island or its predecessor, Castle Garden, consider the possibility that they arrived through a different US port, such as Boston or Baltimore, or even via Canada.
19. Find related terms and sites
Alas, Google dropped support for the tilde (~), which automatically searched for synonyms as well as the term it preceded.
However, Google does use a similar technique called “stemming” that can be useful for genealogy searches. It searches not only for the word you type but also for variations stemming from it: married might also return hits for marries and marriage, for example. Not sure whether the stemming captured all variants? Try your own “stemming” by running searches with similar words and seeing if you get different results. (Note that you can prevent stemming by enclosing words in quotation marks.)
If you’ve exhausted a favorite genealogy or local history website, see if there are similar gold mines out there. Do a Google search using the related: operator in front of the URL you’ve already mined, such as related:usgenweb.org.
20. Work back and forth between record types and databases
If you’re stumped in a census search, try finding an individual in a city directory in the same time period instead. State censuses, often taken in years ending in 5, can also help.
Ancestry.com, with rich collections of both these record types, makes this easy. You can even perform each search in a different browser tab or window, to quickly click back and forth.
In a similar way, when genealogical data (such as the US census) is available from more than one source, try a search that’s frustrating you at one site in an alternate. FamilySearch is a good alternative when subscription sites come up empty, since it’s free. Different search methodologies or transcriptions might mean that the second resource pops right up with your elusive ancestor.
Expanding the previous technique to play one site off against another can speed up your research and uncover facts you might otherwise miss. For example, you might Google a maiden name in quotes paired with the husband’s surname, then use the results to search the census in FamilySearch, then try those facts in Find A Grave. Or maybe you’ve found a book about your family or their hometown using Google Books, but not an online edition of the volume there. WorldCat can pinpoint the libraries with a copy closest to you; Ancestry.com, FamilySearch or Internet Archive (see No. 21) might have a free digital version.
21. Use tech tools
The Internet Archive
Speaking of the Internet Archive, that site’s Wayback Machine makes it easy to recapture web pages you formerly found useful for your research but that have since gone offline. It regularly sweeps the internet and saves a snapshot of all the data found at that point in time—quite possibly including your vanished site.
One-Step Webpages
Steve Morse’s brilliant One-Step Webpages site lets you drill down into censuses, passenger lists, vital records and more with a single click. Just fill in your search terms—bypassing multiple-step searches you might encounter on the original site—and jump straight to results. You’ll still have to be a subscriber to pay sites like Ancestry.com to see full results, but Morse gets you the hits faster with less fuss.
Alerts and saved searches
Why not outsource your research to the “bots”? Posting your family tree at MyHeritage can get you signed up for regular emails whenever the site finds matches for your ancestors. Ancestry.com hints appear as those leaf icons on your tree; click to explore possible record matches. (Ancestry.com also sends out hint alert emails.) Create Google Alerts to have Google automatically repeat your favorite searches and send you updates.
Artificial intelligence
Artificial intelligence is already transforming genealogy, with sites from FamilySearch to Sweden’s ArkivDigital using AI to make record images searchable. MyHeritage extracts data from old newspapers through AI, and Ancestry.com uses it to help guide the next steps of your research.
Why not try some AI searching yourself? No matter what tool you use, though, you’ll need to check the answers AI gives you. For example, I asked chatbots “Where was John Ashley Stowe in the 1900 US census?” This was a test; I already knew that my great-great-grandfather was enumerated in Opelika, Ala.
The bots served up quick, confident replies in full sentences. But not all of them had real answers (let alone accurate ones). ChatGPT and Copilot gave generic statements about sites that have census records. Gemini placed my ancestor in Alabama in 1876 but suggested he moved to Florida; it added a video about the unrelated “Ashley Gang” in early 1900s Florida.
Perplexity, on the other hand, found him in a flash, and even added helpful context: “This placement corresponds with his known life events and family records from that era … Stowe was the parent of at least four sons and two daughters … He passed away in 1903, so the 1900 census represents some of the last official documentation of his residence.”
Ancestry.com, by the way, put Great-great-grandpa at the top of search results in 1900, even without any other information.
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Versions of this article appears in the October/November 2016 and January/February 2026 issues of Family Tree Magazine.
