Guru vs. Stack Overflow for Teams

I think Guru is well-suited to organizations with subject matter experts committed to maintaining documentation. Guru cannot be managed by a single admin. It's essential that the SMEs are on board and are expected to participate in Guru as part of their role responsibilities. I'm not sure how well Guru would work for larger organizations with more information to house. I've only ever used Guru in SMBs with about 250 employees. It works well for that size.

Incentivized

In my opinion, Stack Overflow for Teams is well suited for an organization that is on a hiring spree for the engineering teams. The reason for it is because instead of catering to doubts of new joinees individually, they can be asked to refer to the Stack Overflow and hence will save a lot of time for both new joiners as well as the existing employees.

Incentivized

• Easy to learn. Anyone can make cards and use the AI to make them professional.
• Answer questions about my business, essentially a wiki for everything we do.
• The research mode is amazing. Full reports on various types of information including some rather complex topics. Complete with citations of where the information came from.
• Admins can manage a hierarchy to keep information secure and available to the correct people.

• Sharing technical solutions to problems we encounter in our internal development environment.
• Sharing best practices we find in external resources.
• Discussions on design patterns and conventions we can use in our projects.

Incentivized

• Formatting has always been a pain point for me. We used Google Sites previously, and the ability to add multiple columns of smaller content boxes was great. To do the same thing in Guru, you need to create a table, which constrains you.
• While the AI functionality is great, it can be challenging at times to refine the responses. Specifically, you must edit the source that is being pulled rather than the response itself. In some cases, we've edited the source to make the answer as clear as possible, and even after multiple attempts, the populated answer was acceptable but still not ideal for minimizing confusion.
• Sometimes, when adding content, the cards glitch, and it won't save. Or if I go to add something to a landing page, it says it couldn't be saved. Then I do it all over again, and it works.
• While the cards have limited formatting, the landing pages are great; however, when trying to move around or adjust the content boxes, it can be hypersensitive and very tricky to work with.

Incentivized

• I don't like it when I'm searching in the company's private account and the search automatically goes to the public SO search, I would prefer to be asked if I want to search in the public SO.

Incentivized

With Guru, information flows seamlessly through your organization, cutting through meeting and chat fatigue and giving your team time back to stop looking for information and do what you hired them to do. Guru does the heavy lifting to get you set up quickly, ensuring information is readily accessible when and where it’s needed, all while improving in quality over time

Incentivized

While using the GURU card, the level of response I get is quality. The rate at which my responses and prompts through the search or chat is fast, responsive, and high-quality. I can easily see when the cards were modified, who modified them, and the new information available on the GURU.

Incentivized

Highly reliable day‑to‑dayGuru is consistently available when I need it. The platform loads quickly, search works reliably, and I rarely experience downtime or slow performance. It’s dependable enough that teams can trust it as a daily source of truth. Minimal unplanned outages or errors. In my experience, unplanned outages or errors are extremely rare. Even during high‑usage periods or heavy workflows, Guru remains stable and responsive.

Incentivized

Pages load quickly and consistently. Guru’s interface is lightweight, so cards, boards, and search results load fast with very little lag. Even when navigating between collections or opening larger cards, performance stays smooth and reliable. Integrations perform well without slowing systems down. Using Guru through the browser extension or Slack integration doesn’t noticeably impact performance. Cards surface quickly, and interacting with the integrations feels just as smooth as using Guru directly.

Incentivized

The only reason I do not give it a a ten is because I think there is still some room for improvement in meeting the different time zone needs of their customers, but overall their support is top notch. Friendly, capable, and quick.

Incentivized

I would rate the in-person training for Guru a solid 9 out of 10. The session was incredibly valuable as it provided comprehensive insights into using Guru effectively. I learned a lot about the tool's functionalities, which significantly enhanced my proficiency and confidence in utilizing Guru for my daily tasks. The training was engaging, informative, and tailored well to ensure I could apply what I learned immediately. Overall, it was a highly productive and beneficial learning experience.

Incentivized

I would rate the online training for Guru a strong 8 out of 10. While it lacked the interactive nature of in-person sessions, the content was well-structured and delivered effectively. The training modules were clear and comprehensive, covering all essential aspects of using Guru. The flexibility of online training allowed me to learn at my own pace and revisit topics as needed. Overall, it provided a solid foundation and practical understanding of Guru's functionalities, making it a valuable learning experience despite the virtual format.

Incentivized

You will need a very strong team of guru champions in order to get EVERYONE and EVERYTHING on Guru, it takes some craziness and over talking about guru everywhere to get people to be exicted, contribute and use. If you are starting any kind of buisness and you need KB, just go for guru as fast as you can because when you will grow you will thank yourself.

Incentivized

Compared with the vendors that we initially evaluate the AI functionality of, Guru makes the difference and also the interface capabilities, making it user-friendly, being able to build it up in a professionally way. there are no limitations on the customization of the interface, which supports multiple use cases at once and can apply to different teams that have different needs

Incentivized

It's easier to use Stack Overflow for Teams Q&A to maintain our knowledge base over time, over the Confluence wikis that we also maintain. You don't need to bother about folders, filenames, templates - just ask a question and answer it or get it answered. It feels less formal, so developers feel more free to add content.

Incentivized

Easily deployable across multiple teams and departmentsGuru is designed to scale horizontally across an organization. As teams grow, it’s simple to create new Collections, Boards, and permission sets without disrupting existing structures. This allows each department to manage its own knowledge while still contributing to a unified source of truth

Incentivized

• The small support team can reliably scale to cover a broad swath of Tier 1 topics while maintaining decent first-response times, even when experiencing record-breaking, forecast-exceeding ticket volumes (e.g., 4 FT and 1 PT agents managing 880 tickets in one week).
• Tier 2 topics (e.g., Billing and Technical) that require specialized attention and are "owned" by a specific agent can be written and validated by that agent's manager. The team manager can utilize that to cross-train should the agent leave the company or be out of the office.
• Seeing my team's ebb and flow of weekly/monthly Guru engagement, as well as validation percentages in comparison to the ebb and flow of our ticket volume and production releases, helped me to communicate with C-suite leaders the necessity of having a margin of time to implement AI Agents and integrations in order to continue to scale.

Incentivized

• Positive impact by saving us time to solve our needs.
• Negative impact by allowing for overly competitive people to game the system.
• Soliciting upvote from you coworkers simply for points.

Incentivized