Social Media Swarm Prevention, Dashboard Export Previews, and Seat Management Strategies

Happy Friday, Experience Community! From a JavaScript challenge inside Loop & Merge blocks to a product drop that makes dashboard exports smarter, there was plenty to dig into this week.

A huge congratulations to our latest member who leveled up this week! ​@Eram reached Level 1!

Loop & Merge with Calculated Embedded Data Fields: A detailed and well-structured challenge from ​@jake_dufinetz. How do you dynamically calculate a weighted index score for each product looped through in a Loop & Merge block, and write it to a dynamically named embedded data field? 👀

Preventing Social Media Swarm Responses: A researcher discovered their anonymous access code had been posted on social media, blowing up their sample. The discussion explores options for limiting the number of responses per code and protecting survey integrity without requiring authentication.

Auto-Advance Screen Confusion in NSTE: A tricky UX issue in the New Survey Taking Experience is confusing respondents into thinking they've already completed the survey, generating a flood of partial responses stuck at 99% progress. 

Back Button Placement in NSTE: CSS no longer moves the back button to the left, it's appearing next to the Next button instead. A thread for anyone whose survey layout depends on that standard back-button placement.

Upcoming: Dashboard Export Preview: The May 13 release notes include a highly practical upgrade when exporting a dashboard to PDF or JPG, you'll now be able to preview the layout before it goes out, and even add or remove page breaks directly in the preview. Also dropping: a Journey Chart in CX Programs that surfaces at the top of the Journey section for quicker program-level visibility.

Distinct Customer Count vs. Response Count: A common but frustrating dashboard challenge when each client has multiple respondents, the count metric shows total responses (e.g., 13) rather than distinct clients (e.g., 3). Members are exploring custom metrics and table workarounds to get a true unique client count from embedded data fields.

Dashboard Commenting and Task Assignment: A CX team is evaluating whether Qualtrics dashboards can support an inline commenting workflow. Think: a CEO spots an issue, highlights it, tags the CXM team, and creates a follow-up task. The discussion surfaces what's possible today vs. what requires a workaround.

Seat Management and User Deprovisioning Strategies: An evergreen thread that is a must-read for any brand admin managing a large org. ​@riceball laid out a deprovisioning framework covering API-based user deletion, the challenge of bulk survey transfers (manual by design, per Qualtrics support), and a tiered approach for handling surveys owned by inactive users. 

Staging to Production Promotion Best Practices: ​@zzh kicked off an excellent operational question: what are the proven patterns for moving surveys, workflows, and dashboards between Staging and Production environments? 

Workday Integration: Sup Orgs and Security Roles: ​@JenniferFitzpatrick is designing a Workday integration and wants to hear from others who have successfully mapped Supervisory Organizations as parent-child hierarchies and used security roles to drive Qualtrics access control. 

SAML Multi-Group User Type Mapping: A detailed technical thread from ​@matt.fowles on a SAML SSO edge case when a user belongs to more than one group.

This week's standout goes to ​@Prasad Bane! His answer included three screenshots walking through exactly how to configure each step and the thread was marked Solved. Clean, creative, and fully documented. See the full thread here

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