1. Analysis Setup
Data source
[Support tickets from usercall.co help desk, email support threads, and chat escalations]
Date range
[Example: Jan 1, 2026 – Mar 31, 2026]
Analyst name
[Example: Maya Chen, UX Research]
Research question this analysis answers
[What recurring customer problems, points of confusion, and support drivers appear in recent support tickets, and which themes should product, support, and ops prioritize first?]
2. Step 1 — Code Your Excerpts
Excerpt [1]
"I feel like I'm missing something obvious — how do I resend the call summary to a client after the meeting already ended? I can see the summary in the workspace but there's no resend button where I expected it."
how-to question
feature confusion
Excerpt [2]
"Our invoice says we were billed for 14 seats, but we only have 9 active users right now. I already removed the extra people last week, so can someone explain why this month's charge went up instead of down?"
billing issue
Excerpt [3]
"The Salesforce sync connected fine yesterday, but none of today's calls pushed over. The integration page still says 'healthy' which is... confusing, because clearly it's not working."
integration problem
bug report
Excerpt [4]
"My teammate invited me to the account, but every time I try to open the admin settings I get 'you do not have permission to view this resource.' I'm supposed to manage users, so is there another role we need to enable?"
access/permission error
how-to question
Excerpt [5]
"When I click export on the conversation list, it spins for like 20 seconds and then dumps me back to the same page with no file and no error. Tried Chrome and Safari, same result."
data export need
bug report
Excerpt [6]
"Sorry if this is basic, but I don't understand the difference between 'team workspace' and 'private workspace.' We moved a few calls and now half the team can't find them anymore."
feature confusion
access/permission error
Excerpt [7]
"We need a CSV of all support-tagged calls from the last quarter for our compliance review. I found the analytics export, but it doesn't include the ticket IDs or conversation links we need."
data export need
how-to question
Excerpt [8]
"Our Zoom import keeps creating duplicate call records whenever the host updates the meeting title. This started after the last release, I think, because it definitely wasn't happening two weeks ago."
integration problem
bug report
Tip: Good codes are specific, reusable labels that describe what is happening in the excerpt without trying to summarize the whole story or jump too early to a big conclusion.
3. Step 2 — Group Codes into Themes
Product Education Gaps
Customers are asking basic workflow questions or misinterpreting product behavior, suggesting documentation, onboarding, or UI guidance is not clear enough.
how-to question · 4 excerpts
feature confusion · 2 excerpts
Bugs & Errors
Tickets in this cluster describe product behavior that appears broken, inconsistent, or unexpectedly failing in live workflows.
bug report · 3 excerpts
data export need · 2 excerpts
Billing Issues
Customers are encountering unexpected charges or unclear invoice logic, creating trust and account-management friction.
billing issue · 1 excerpt
Integration Problems
Connected tools are failing to sync reliably or are behaving unpredictably, interrupting downstream customer workflows.
integration problem · 2 excerpts
bug report · 3 excerpts
Permission & Access
Users are blocked by role restrictions or do not understand access rules, which makes collaboration and account administration harder.
access/permission error · 2 excerpts
feature confusion · 2 excerpts
Tip: Themes should combine related codes into a broader pattern that answers, “What recurring customer issue is this evidence pointing to?”
4. Theme Summary Cards
Product Education Gaps · 4 total excerpts
Key insight: Customers are struggling with core workflows that likely feel obvious internally but are not discoverable in the product experience.
Representative quote: "Sorry if this is basic, but I don't understand the difference between 'team workspace' and 'private workspace.'"
Recommended action: Add clearer in-product guidance for workspace visibility, resend flows, and export paths; update help content around common support questions.
Bugs & Errors · 3 total excerpts
Key insight: Several tickets describe broken or misleading system behavior that prevents users from completing expected tasks and reduces confidence in the product.
Representative quote: "When I click export on the conversation list, it spins for like 20 seconds and then dumps me back to the same page with no file and no error."
Recommended action: Triage and prioritize export failures, duplicate record creation, and misleading status states; improve error messaging so customers know what failed and why.
Billing Issues · 1 total excerpts
Key insight: Even isolated billing confusion can create outsized trust risk, especially when seat counts and charges do not appear to match customer expectations.
Representative quote: "Our invoice says we were billed for 14 seats, but we only have 9 active users right now."
Recommended action: Audit seat billing logic and make billing changes, seat removal timing, and invoice explanations more transparent in the account area.
Integration Problems · 2 total excerpts
Key insight: Customers depend on integrations as part of a larger workflow, so sync failures or duplicate records quickly become operational issues rather than minor bugs.
Representative quote: "The Salesforce sync connected fine yesterday, but none of today's calls pushed over."
Recommended action: Review integration monitoring, surface more accurate health states, and create alerts or logs customers can use before contacting support.
Permission & Access · 2 total excerpts
Key insight: Role behavior and visibility rules are not sufficiently transparent, leading users to interpret access limitations as errors or missing content.
Representative quote: "Every time I try to open the admin settings I get 'you do not have permission to view this resource.'"
Recommended action: Clarify role permissions in the UI, improve invite and admin setup flows, and show users what access they currently have versus what they need.
5. Analysis Wrap-Up
Top finding
[Example: The largest concentration of tickets points to avoidable confusion in core workflows, especially around navigation, exports, and workspace visibility.]
Most urgent theme
[Example: Bugs & Errors, due to direct workflow failure and customer trust impact]
Recommended next step
[Example: Share top themes with Product, Support, and Engineering; validate ticket volume by issue type; assign owners for bug fixes and help-center/UI improvements.]
Share with (stakeholder)
[Example: Head of Product, Support Lead, Engineering Manager, Customer Success Ops]
Date completed
[Example: Apr 12, 2026]