Customer feedback with the evidence intact.
Fictional starter — replace with your own material.
Source: https://clankercloud.ai/templates/customer-feedback-analysis

Copy into Workspace yourself:

Analyze the fictional customer-feedback CSV below. Save feedback-themes.md and a row-to-theme mapping in this Project. Use one primary theme per substantive record. Preserve all eight records, identify F03 as a follow-up to F01, and count both messages and distinct accounts. Do not infer missing demographics, revenue, severity, or statistical representativeness.

Return: scope and counting rules; theme table with message count, account count, and source IDs; a separate reported-defect investigation note; excluded or non-substantive observations; and questions for a product review. Keep frequency separate from priority. Do not contact customers or promise features.

feedback_id,account_id,date,channel,text
F01,A11,2026-09-01,email,"Cannot find the export button on mobile."
F02,A12,2026-09-02,interview,"The export button is hard to find; once found it works."
F03,A11,2026-09-03,support,"Following up on F01: still cannot find export on my phone."
F04,A13,2026-09-03,email,"Please let me schedule a weekly export."
F05,A14,2026-09-04,interview,"Weekly scheduled exports would save a manual step."
F06,A15,2026-09-05,support,"Exported CSV omits rows when I apply the owner filter."
F07,A16,2026-09-06,email,"The new onboarding checklist was clear."
F08,A17,2026-09-07,interview,"I have not tried export yet, so I cannot comment on it."

Illustrative result:
Fictional expected theme table

Find export: 3 messages / 2 accounts | F01, F02, F03
Scheduled export request: 2 messages / 2 accounts | F04, F05
Reported missing CSV rows: 1 message / 1 account | F06
Positive onboarding: 1 message / 1 account | F07
No export experience: F08; retained, excluded from substantive export themes.

Investigation: reproduce the owner-filter export reported in F06; cause and severity are unknown.
Scope: 8 messages, 7 accounts. These counts describe this sample only. F03 adds follow-up evidence, not a new account.

Review checklist:
- All eight records appear in the evidence mapping.
- The discovery theme has three messages and two distinct accounts.
- The possible export defect remains a reported issue, not a verified diagnosis.
- F08 is not treated as satisfied or dissatisfied with export.
- No population-level percentages or product commitments were invented.