| Announced on | Rollout starts |
| May 1, 2023 | April 28, 2023 |
We’re thrilled to announce the newest leap Guide is taking towards intelligent help centers, semantic search.Unlike search methods that find literal matches to keywords, semantic search considers the meaning of search queries to surface what the user is truly looking for within the top search results. This helps end users and agents to locate content without prior knowledge of the exact keywords to use.This announcement contains the following topics:
- What is changing?
- Why is Zendesk making this change?
- How to check if your help center is enabled for semantic search?
- What do I need to do?
What is changing?
Guide search hashistorically relied on keyword matchesbetween queries and content (for example, articles, community posts, or external records). However, it didn’t capture the “meaning,” or semantics, of a query. Semantic search, on the other hand, deploys natural language processing to understand the content of the search query and content.
For example, with semantic search, end users and agents can ask natural language questions instead of worrying about which keywords to use in order to get the best results. New agents can ask “how do I start using Guide?” instead of trying to think of the best keywords to use or the sequence of keywords to use in their query. With semantic search, they can enter their question in the way that makes sense to them.
When semantic search is used, the search engine boosts the relevance of semantically better matches. This pushes the most relevant content, based on intent and context of the search query, to the top of the search results.
Why is Zendesk making this change?
We want to make it intuitive to find useful knowledge for anyone, and recognize that it’s hard to do with a keyword based search only. Knowledge teams create amazing help center content today, and this first release of semantic search is the beginning of a journey to use artificial intelligence (AI) to truly understand what users are searching for.
By improving the search relevance overall, and specifically ranking the most relevant results on top, semantic search produces the following help center improvements:
- End users can find the information they are looking for more easily, increasing the deflection power of your help center.
- 代理可以更有效率,因为他们可以找到answers more quickly.
How to check if your help center is enabled for semantic search?
We’ve begun our semantic search implementation for Guide customers with English help centers. Approximately 50% of all help centers are currently supported by semantic search. As the rollout continues, we will continue to expand the feature to all Guide customers.
- Perform a searchin your help center.
- On the search results page, openInspect elementin your browser.
例如,在Chrome,右键单击烤焦ch results page, selectInspectfrom the menu, then click theElementstab.
- Select the tag, then examine the
guide_search/semantic_search_enabledelement.If the element is set to "false" (as shown in the image below), semantic search is not yet enabled in your help center. If the element is set to "true", then semantic search is enabled.
Why is semantic search not enabled for my help center?
Semantic search is a search enhanced by using AI to improve search results. Today Zendesk Guide has three types of content, namely articles, community posts, and external content, across many different languages. For each content type and language, we have to identify the best AI strategy to achieve optimal search results and validate that this truly works better than the current search experience.
So far we have optimized our semantic search model for English and for articles since English is the language that sees by far the most searches and articles is the content type all help centers have.
This means that semantic search is currently available in English help centers (all English variants) and only in help centers that use the two-pane search results list. The two-pane search results list displays article search results side-by-side with the community post results. The list of article search results is powered by semantic search.
We are currently testing semantic search for community posts in English. Our upcoming release will offer semantic search for community posts in English. In addition to fully covering the content types for the two-pane search results, this will power the unified search SERP (one list of search results) on help centers that do not usefederated searchand thus have external content. After community posts, we will expand the model to support external content and more languages by search volume and extend is to more search interfaces like the knowledge pannel, the unified search API, instant search, suggested articles etc.
Two pane search vs unified search SERPs
What do I need to do?
This implementation is automatic and requires no additional work on the customer end.
We will also expand semantic search to cover more languages and areas of the help center and improve the semantic understanding of the language model. Expanding the feature will take a longer period, but we'll announce updates to the feature as they happen.
To help ensure that the upcoming improvements tackle the issues your help center visitors are facing today, we invite you to share examples of unsuccessful searches throughthis form. This feedback will guide our product team, and will also be used to evaluate the search performance.
Usethis Feedback formto share your feedback with us.
If you’re interested in how semantic search works, read more inAbout semantic search and how it works.
20 Comments
Orsolya Forster, will this update also be reflected in search results populated through Zendesk Guide's Search API?
This is a very welcome update; thank you! Fingers crossed that semantic search shows quantifiable improvement in self-service rates.
I'm curious to know if semantic search will also work on Federated Search results?
Is there a way to quickly determine if this feature has been rolled out to our Help Center?
Will this change the current search options -- for example, will we still be able to search for exact phrases in quotes, and still be able to use the - symbol to remove keywords?
Hi all, great to see the engagement on this release!
Patrick MorganHarper Danesemantic search isn't yet enabled for the search APIs and federated search, we will be working on these extensions in the coming quarters and updates will follow.
Andy Be.unfortunately, there is no quick way to check your account. Our plan is to make this addition available for all English language help centers using the Copenhagen theme by early Q3 the latest (except for federated search). Additional languages, federated search and APIs will follow.
Katie Arathoonsemantic search is an addition to the existing search infrastructure, so nothing is going away from the current experience (incl. labels, phrases, keyword boosting etc).
Cheers!
If we have a custom Copenhagen theme, will we need to edit/add code manually to enable this optimization?
Since there's not "setting" to check to see if this has been enabled, can we do a simple a/b test to confirm if it's on our Help Centers?
HiOrsolya Forsteryou mentioned the "plan is to make this addition available for all English language help centers using the Copenhagen theme by early Q3 the latest" - for English language help centres using a different theme will this semantic search not be available? If it will be available later down the line, similarly to Allison's question if we have a customised theme do we need to edit/add code to enable this on our theme?
HiOrsolya Forster
Is semantic search available only in English? Are there any plans to implement it in Japanese?
Allison Sargentno enablement or additional customization needed, we are working on a quick solution so you can check if the service has been added to your help center. I'll share an update once this is available.
Krithiga Karunanithi正如文章中提到的,所有的引导客户have this service enabled, including customers with custom themes. As we're only at the beginning of this journey, it's hard to share a timeline but I will follow up with updates as we're progressing.
Cheers!
This is great news! Is there an easy way for me to tell whether semantic search has been implemented for my site already, or not?
小林正左子semantic search is English only now, but we are working on the expansion to multiple languages, Japanese too. Can't yet share a timeline for that, but I'll keep the thread updated as we plan ahead.
Jay Leewe're working on a quick-check, updates will follow once it's available for customers.
Cheers!
Great news! It will really improve the search and customer experience. I'd really like to see support for Ukrainian
Hi everyone?
Has anyone applied semantic search?
If so, can you tell me your domain? I'd like to see how this works.
Orsolya Forsterdoes semantic search also work in the ticket Knowledge sidebar?
+ 1Stephen Belleau's question
I am also curious about the rollout plan as I am not sure if this is a typo where the announcement was AFTER rollout began. Is that correct?
Stephen Belleausemantic search doesn't yet work in the Knowledge panel in agent workspace.
Sydney Neubauerthe announcement came out indeed, a few days after the rollout started.
Cheers!
Hi there,
I followed the instructions to determine if the Semantic search is enabled on our site and see that it is not. Do you have any ideas as to when I can expect to see it enabled?
Thank you!
Hi Terry,
The rollout is still ongoing and we do not have a definite time frame for when it will be completed to all eligible help centers yet. Announcements will be made as it happens so I highly suggest that you follow this article to receive notification from any updates.
Hope this helps.
Thank you so much Noly!
There have been some questions about why semantic search is not yet enabled for some customers so I have added a section to explain it.
SeeWhy is semantic search not enabled for my help center?
Pleasesign into leave a comment.