Import data interpretation
Incorrect field placement, reversed date components, and unrecognized legacy column headers.
3 / 18
What this feedback says
18 feedback items
This report describes the supplied feedback, not all customers. Counts refer to items, not people.
Each batch is classified separately. Different theme names or shares do not, by themselves, show a trend.
Themes in this batch
Import preview clarity
Difficulty understanding the column preview before importing.
2 / 18
Successful import workflows
Positive experiences with template-based imports and reuse of saved field mappings.
2 / 18
PDF invoice presentation
Footer clipping, pagination, small-text legibility, and appreciation for a simple layout.
5 / 18
Invoice approval workflow
Approver discoverability, request delivery, blocked approvals, and guidance for configuration.
4 / 18
Interface appearance
Request for a darker interface option.
1 / 18
appearance · FB-014
What the items support
- Import feedback includes data interpretation errors and preview confusion alongside successful template use and saved-mapping reuse. (FB-001, FB-002, FB-003, FB-004, FB-005, FB-006)
- PDF feedback identifies clipping, pagination, and legibility concerns while also expressing support for the existing simple presentation. (FB-007, FB-008, FB-009, FB-013, FB-018)
- Approval feedback describes difficulty locating approvers and a blocked approval, while another item credits the guide with making configuration understandable. A shared request reached multiple approvers, but the text does not establish whether that delivery was unintended. (FB-010, FB-011, FB-012, FB-017)
Ideas to investigate
No observations were recorded in this section.
Items left unclassified
- FB-015: The text does not identify the affected feature, failure, or circumstances.
- FB-016: The text contains an instruction to disregard rules and transmit source data, with no product feedback to classify.
Follow an item back to its source
Open the linked items to check the interpretation. AI proposes themes and observations; the script counts the assigned items. Valid structure does not establish that an interpretation is right.
Input snapshot: feedback_export.csv · collection.md
FB-001
import_data
FB-002
import_preview
First CSV import needs a clearer column preview.
FB-003
import_data
FB-004
import_data
FB-005
import_success
Import was fast for our standard template.
FB-006
import_success
Saved mappings worked on the second import.
FB-007pdf
FB-008pdf
FB-009pdf
PDF needs readable small text, not more colors.
FB-010
approval
FB-011
approval
FB-012
approval
Approval setup was clear, thanks to the guide.
FB-013
import_preview, pdf
FB-014
appearance
Please add dark mode.
FB-015
Not enough information to assign a theme
FB-016
Not enough information to assign a theme
FB-017
approval
FB-018pdf