Microsoft Search Archives - Inside Track Blog http://approjects.co.za/?big=insidetrack/blog/tag/microsoft-search/ How Microsoft does IT Mon, 29 Jan 2024 17:31:49 +0000 en-US hourly 1 https://wordpress.org/?v=6.6.2 137088546 Making content more accessible and searches more efficient at Microsoft http://approjects.co.za/?big=insidetrack/blog/making-content-more-accessible-and-searches-more-efficient-at-microsoft/ Mon, 29 Jan 2024 15:13:01 +0000 http://approjects.co.za/?big=insidetrack/blog/?p=8846 Microsoft has more than 220,000 employees working around the globe. Collectively, they conduct 1 billion searches annually across many petabytes of content. Helping our employees find that information quickly and accurately can be a challenge, but our team is improving the employee knowledge-finding experience through Microsoft Search, Microsoft’s modern enterprise search experience. Our employee base […]

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Microsoft Digital perspectivesMicrosoft has more than 220,000 employees working around the globe. Collectively, they conduct 1 billion searches annually across many petabytes of content. Helping our employees find that information quickly and accurately can be a challenge, but our team is improving the employee knowledge-finding experience through Microsoft Search, Microsoft’s modern enterprise search experience.

Willingham and Ramakrishnan pose for photos in their home offices that have been joined together in a photo collage.
Dodd Willingham (left) and Anishkumar Ramakrishnan work on the Digitally Assisted Workday team in Microsoft Digital Employee Experience. Their job is to enhance the internal search experience for employees across Microsoft.

Our employee base breaks out into countless personas that have vastly different search interests and need a wide range of content sources to power their work. Those content sources can be file shares, Microsoft SharePoint sites, documents or other files, and internal websites. Our employees also frequently access external sources like Human Resources partner sites.

Seven years ago, Microsoft made it a priority to optimize the search experience, both to support employees in their work and reclaim time lost to inefficient searches. According to one study at the time, employees spent an average of more than nine hours each week searching and gathering information. So we began a program to deliver a successful search experience to employees organization-wide using Microsoft Search.

[See how Microsoft is administering search to generate great results. | Read about the ways that Microsoft is redefining the digitally assisted workday. | Learn about Microsoft’s reinvented employee experience for the hybrid world.]

Enhancing search for a better employee experience

Our ongoing work to achieve successful search relies on three interconnected pillars.

An illustration of the three pillars of successful search: content quality, relevance, and completeness.
Successful internal search relies on three interconnected pillars: Content quality, relevance, and completeness.
  • Content Quality: The content needs to be accurate and well-maintained. At the same time, it should support current conversations between experts and contacts across the company.
  • Relevance: At its core, relevance means ranking the right items at the top of the search result list. It also includes UX elements that help people filter and tune their results, and an engine that understands the user’s intent.
  • Completeness: A complete search references as much appropriate content across the company as possible, wherever it’s found. Meanwhile, it needs to respect permissions so that individuals only see information they’re entitled to access.

To be successful, our work must address each of these pillars. Each of them is interconnected, so collaboration is crucial. We work alongside content owners across the company, search portal owners from multiple divisions, and many partners within Microsoft Search product teams.

We also source insights through employee communication and support channels, harvest analytics through the Search Admin Center paired with the custom telemetry we collect, and leverage user surveys, studies, and other forms of feedback. Between our cross-company partners and these data sources, we’re continually working to ensure search at Microsoft becomes more helpful and successful year after year.

People-driven, behavior-supportive search

As we work to enhance the search experience at Microsoft, we need to consider three factors carefully.

  1. Employee personas: A company as large as Microsoft encompasses many different employee personas, and each of them have different expectations for content quality, relevance, and completeness. We commonly cluster personas around three factors: their organization within the company, their profession, and their geographic location. For example, a salesperson working in Latin America has vastly different search interests than an engineer working in China. As a result, it can be challenging to accommodate the profoundly different interests of those two employees while enabling them both to search efficiently.
  2. Search vectors: We separate search activities into two logical sets. The first is enterprise-wide search, where users don’t know the exact source for the material they’re seeking but want to find appropriate content from across the company. Enterprise-wide search frequently takes place in internal, Microsoft-wide tools. The second search vector is tool-specific. For this vector, users search within Microsoft Outlook, SharePoint, Teams, and other applications or tools they’re using. They’re expecting to find the content they want within that interface.
  3. Search behaviors: We’ve also categorized users’ search behaviors into two sets. The first is quick-find, also known as re-find. In a quick-find search, the employee knows that something exists and has likely searched for it before. They just want to get to that content. Quick-find searches account for the majority of our enterprise-wide search volume. We also see research behaviors. When employees are researching or investigating, they need information or an answer that requires in-depth content wayfinding, reading, analysis, or review. Approximately 30 percent of our enterprise-wide search volume comes from research-driven behavior.

The scope of search across the enterprise, encompassing several tools and the 1 billion searches Microsoft employees conduct annually.
Search at Microsoft encompasses many different environments that employees use every day, including web searches, internal tools, Microsoft 365 tools, and more.

A multifaceted approach to implementing Microsoft Search

Improving enterprise-wide search in an organization as large and complex as Microsoft is a massive undertaking, so it’s helpful to break our efforts out into a few key baskets that match our main pillars: content quality, relevance, and completeness.

  • Content quality
    • Reporting and insights for content owners to identify and manage old and outdated content
    • Tools and processes to simplify content classification with metadata
    • Maintaining common vocabulary in a centralized corporate taxonomy
  • Relevance
    • Improved relevance with advancement in semantic understanding and additional results such as search answers
    • Upgrading the many common search portals around the company
    • Improved understanding of intent in the search box to provide user options like suggestions
    • Utilizing Search Admin capabilities like bookmarks to deliver the right results on common searches quickly
  • Completeness
    • Adding content from across Microsoft
    • Targeting content to the persona audience we expect to use it
    • Coordination with organization-specific search portals and cooperating with them rather than competing with them

Over the life of this project and in close collaboration with our product partners, our team has co-developed more than ten experiences for Microsoft Search that align with these efforts. They range from spell-check suggestions in SharePoint Online to personal query history management that helps our users search more successfully. We also strive to leverage all the features delivered in the product to improve the user experience—bookmarks, locations, acronym data mining, connectors, and many more.

When approaching this kind of company-wide implementation, it’s important to keep three principles in mind.

  1. Leverage capabilities in first-party products as much as possible.
  2. Make any custom work as general as possible so it can be used across the whole company.
  3. Partner with different parties and encourage individual initiatives around the company so our program doesn’t have to create every solution.

The impact so far

After seven years, we’ve improved the search experience at Microsoft to the point that we’re seeing both productivity impacts and increased user satisfaction. Our team has modernized over 500,000 SharePoint Online sites with Microsoft Search, enabled several new content types for better searchability, and migrated 12 major internal portals.

As a result, search-session success rate (SSR) has climbed 30-40 percent since our efforts began. Meanwhile, Microsoft’s internal scale that registers user search satisfaction has soared from 87 to 125 on a scale of 200, representing growth of over 43 percent.

And we’re not finished. As we continue to work with groups across Microsoft, the employee experience benefits and productivity boost of optimized search experiences will only continue, and we’re intent on sharing the lessons we’ve learned.

This post is the first in a series outlining the different components of our Microsoft Search implementation journey. Over the coming months, we’ll be sharing in-depth looks into different elements of our improvement efforts, from reimagining the workday in a knowledge-seeking context to optimizing search across endpoints.

Follow along and find out how your organization can make internal search an effective experience for your employees and a productivity driver for your company.

Key Takeaways

  • The functionality you need probably exists: Leverage existing capabilities wherever you can.
  • Understand your major user personas, the information, and their habits in finding it.
  • Don’t repeatedly reinvent: Make customer work as general as possible to meet diverse needs.
  • Your partners are great resources: Give them the agency and initiative to follow their ideas and create solutions.
  • Handholding is crucial: When you’re working with a diverse set of teams, put together clear documentation.
  • Early insights are incredibly helpful: Offer early access for feedback and testing.
  • Data drives insights: Look at user research from as many sources as possible.

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Internal search bookmarks boost productivity at Microsoft http://approjects.co.za/?big=insidetrack/blog/internal-search-bookmarks-boost-productivity-at-microsoft/ Thu, 05 Oct 2023 16:00:27 +0000 http://approjects.co.za/?big=insidetrack/blog/?p=5631 Editor’s note: We’ve republished this blog with a new companion video. Search is part of our everyday life. It’s useful—we all know that—but how can you quantify that impact? That was the challenge faced by Dodd Willingham, principal program manager and internal search administrator in Microsoft Digital. “There’s an obvious value, we can see that […]

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Microsoft Digital storiesEditor’s note: We’ve republished this blog with a new companion video.

Search is part of our everyday life. It’s useful—we all know that—but how can you quantify that impact?

That was the challenge faced by Dodd Willingham, principal program manager and internal search administrator in Microsoft Digital. “There’s an obvious value, we can see that by the existence of Bing,” Willingham says. “But how do you put it in numbers?”

Lots of searches happen in a company, but when asked to demonstrate the business impact as part of justifying more investment, Willingham had an epiphany. He could use telemetry to make the argument for him.

Click the image to learn how Microsoft is using Microsoft Search internally to dramatically improve the finding experience for company employees.

Microsoft Search is unifying search for Microsoft 365 customers across Microsoft Outlook, Microsoft 365 apps on Windows, Microsoft OneDrive for Business, Microsoft SharePoint, and Microsoft Bing. More specifically, the Microsoft Search team strives to bring complete, company-wide results to each individual, no matter where they’re searching from. No longer should they need to search in separate products to ensure that they search all possible content.

Internally at Microsoft, this shift is proving to be very powerful.

“Employees no longer need to change platforms to get the results they’re looking for,” Willingham says. “They do a single search and get all the results they need.”

Within the company, Microsoft Digital manages the internal deployment of search across the company. “The purpose of active search administration is to deliver the most complete search results, with good relevancy and good quality,” Willingham says. “These improvements to search are helping us do that.”

One crucial way that Willingham and his team help deliver better search results is through corporate bookmarks that allow internal teams like Corporate Communications and Human Resources to select the top results employees get when they search specific sets of keywords.

These bookmarks aren’t the kind used to save your favorite sites—they’re curated results that search administrators can use to point people to content located someplace that can’t be indexed. They highlight authoritative sources of content, and ensure popular content is accessible.

Bookmarks boost employee productivity because they get employees the right results very quickly.

Dodd Willingham, principal program manager and internal search administrator in Microsoft Digital

And they’re fast.

“Bookmarks boost employee productivity because they get employees the right results very quickly,” Willingham says.

The business value of search

Including telemetry in the overall improvements to internal corporate searching—a feature built into Microsoft Enterprise SharePoint—allowed Willingham and his team to measure how much time employees spend on a search.

And what story is the data telling?

“We found that bookmarks net a direct benefit of 6,250 hours a month and 17,160 hours in indirect benefits,” Willingham says. “Combined, 23,410 hours of benefits are being realized each month.”

How did Willingham come to these numbers?

“Forty-five percent of all searches click on a bookmark,” Willingham says. That percentage is across the 1.6 million monthly searches that take place internally at Microsoft within Microsoft Bing and Microsoft SharePoint Enterprise Search.

Scaled to an enterprise level, the business value of bookmarks quickly became apparent.

“Conservatively, our basic measurement of search success was yielding results of 60 seconds per search using a bookmark versus an average of 115 seconds across all searches,” Willingham says. “That’s one whole minute of productivity re-captured for every bookmark-backed search.”

Multiplied across Microsoft’s population and search usage, that one minute of search time netted 6,250 hours a month in productivity. But it’s not just time gained from quick search results, it’s also about getting the right answers.

There’s a measurement based on telemetry of whether a search succeeded or failed to find useful content. Using that metric, Willingham found that a person who uses a bookmark appears to be successful 98 percent of the time. By contrast, searches without a bookmark average 72 percent for the same calculation.

“The absolute calculation [of search success] is kind of meaningless; what’s important is that it moved by a significant margin,” Willingham says. “It suggests that with bookmarks, more people find the content they need faster.”

In direct benefits, you’re gaining 6,000 hours at the cost of 300. When you include indirect, you can triple that. The return on investment is 2,000 percent, and that’s using conservative estimates.

Dodd Willingham, principal program manager and internal search administrator in Microsoft Digital

Faster is a direct productivity gain. Getting the right content to the right person at the right time is an indirect benefit. But the biggest insight is that delivering these benefits only requires investing less than 300 hours per month, spread across several staff.

“In direct benefits, you’re gaining 6,000 hours at the cost of 300. When you include indirect, you can triple that,” Willingham says. “The return on investment is 2,000 percent, and that’s using conservative estimates.”

How Microsoft uses bookmarks

With new practices in hand and telemetry to chart impact, Willingham and his team set out to optimize using bookmarks in search.

“Over the course of three years, we took the volume of bookmarks from around 1,100 to a peak of 1,800,” he says. “We’re currently sitting at around 1,200.”

Bookmarks were already being used before Microsoft Search was rolled out.

“We didn’t do anything revolutionary, we just opened up the guidelines so that more bookmarks could be added when appropriate,” Willingham says. “We then tuned them based on actual usage so that only those being used were kept.”

The technology for bookmarks had previously been part of Microsoft SharePoint and Microsoft OneDrive, made visible in the employee portal for Microsoft SharePoint Enterprise, MSW. Bookmarks had a set of configuration rules and standards for what could and couldn’t be a bookmark, but that’s it.

Librarians from the Microsoft Library Services team create and manage the company’s search bookmarks.

A portrait of Beck Keller, who smiles for the camera.
Beck Keller, a member of Microsoft’s Enterprise Search team, spends a small part of her time updating bookmarks. (Photo by Beck Keller | Showcase)

“It’s a multifaceted role,” says Beck Keller, also a member of the Microsoft Digital Enterprise Search team. “My responsibilities as a librarian at the Microsoft Library are far broader—bookmarks are just a small part of my job. This doesn’t take up my entire work week.”

What does she do for search administration?

Every month, Keller pulls search query metrics and analyzes them for areas of interest that currently lack a bookmark or good naturalized results. From this analysis, Keller can update the enterprise bookmarks across Microsoft.

“Sometimes this means removing or changing bookmarks that don’t currently meet our standards,” Keller says. “I also review proposed bookmarks and offer guidance to Microsoft teams looking to create bookmarks for their own sites, outside of Enterprise Search.”

This is the administrative work Willingham is talking about—bookmarks can be added, removed, or updated with ease. But the impact can be bigger than recapturing lost productivity.

“A year ago, there were no searches for COVID-19,” Willingham says. “We now get hundreds and thousands of searches a month. We went from zero to around 200 [between October and February]. There was no way to surface relevant results about COVID-19 because there were so few of them.”

But this was the trait the administrative search team was looking for—how to get better and proactive insights on Microsoft Search. Informed by current events, the team sought to anticipate which results users would be looking for.

“We asked if there should be a bookmark for the right COVID-19 link,” Keller says.

Willingham and Keller reached out to Corporate Communications about where to direct Microsoft users searching for information on COVID-19. That team was putting together a landing page for employees dedicated to content on the topic, including a FAQ. The bookmark was quickly built and deployed.

This was February 2020.

“The next month, the volume of searches for COVID-19 went up 40-fold,” Willingham says. “Maybe users would have found the info on their own, but as search volume was growing, 8,000 times a month they would nearly always find what they were looking for quickly, thanks to the bookmark.”

That’s the main goal of a search administrator.

Bright future for bookmarks

So, what’s next for Microsoft Search and bookmarks?

“More telemetry,” Willingham says. “The custom telemetry that we created is something any customer can do. It’s a capability within SharePoint.”

Having even more metrics will also help to further quantify Willingham’s findings.

“We erred on the low side for our productivity numbers, but it shows what’s possible for a medium or large company.”

Both Willingham and Keller are excited to see others adopt bookmarks as a way of improving Microsoft Search.

“Bookmarks are easy to put in,” Keller says. “The owner of the content tells us what the URL is, and some basic info such as a preliminary title and description. We figure out the appropriate keywords, update the basic info where needed, and then say ‘Go.’”

It all adds up to a better experience for employees when they need to go looking for something.

“The same tools we use to optimize bookmarks are available to everyone,” Willingham says. “That’s why they’re so useful for productivity. When combined with telemetry, you can really gain some unexpected insights into the productivity of your organization.”

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Please share your feedback with us—take our survey and let us know what kind of content is most useful to you.

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