MVP
ReadyCSV dataset

Customer feedback test data

Review AI-assisted themes, validate their supporting evidence, and create an immutable synthesis report.

01_valid_mixed_feedback.csv20 feedback recordsUploaded 01 Aug 2026

Feedback records

20

Validated source comments

Active themes

0

Non-archived findings

Reports

0

Saved report snapshots

Feedback sources

4

Distinct channels

User types

3

Distinct user segments

Uploaded

01 Aug 2026

Dataset creation date

Human review

Synthesis review workflow

Review AI-generated findings, inspect supporting evidence, and make the final human decisions.

Human review progress

Approve or reject every active theme before creating the final report.

0%
x

Pending

0

Approved

0

Rejected

0

Archived

0

Approve at least one theme to create a report.

No synthesized themes yet

Run the synthesis workflow to generate evidence-linked themes for human review.

No review activity yet

Rename, approve, reject, merge, or split a theme to begin the audit log.

Evidence

Source feedback

Original feedback records used for deterministic analytics and AI-assisted synthesis.

20 records
Feedback evidence
Complete source records retained for theme verification and review.
20 total
ReferenceFeedbackSourceUser typeProduct areaDateRating
FB-001

Checkout takes too long after clicking Pay

supportbusinesscheckout03 Jun 20262
FB-002

The payment page freezes for several seconds

emailbusinesscheckout08 Jun 20262
FB-003

I had to press the checkout button twice

in-append usercheckout14 Jun 20263
FB-004

Completing payment on mobile is very slow

supportend usercheckout02 Jul 20262
FB-005

Checkout sometimes returns me to the cart

surveybusinesscheckout06 Jul 20262
FB-006

I cannot find invoices from previous months

emailadminbilling05 Jun 20263
FB-007

The billing section hides downloadable invoices

supportadminbilling18 Jun 20262
FB-008

Please make subscription receipts easier to locate

surveybusinessbilling04 Jul 20263
FB-009

Invoice PDFs take too many clicks to download

in-appadminbilling12 Jul 20263
FB-010

I receive too many notification emails

surveyend usernotifications11 Jun 20262
FB-011

There should be separate controls for email alerts

in-appadminnotifications09 Jul 20263
FB-012

Notifications repeat the same update several times

supportend usernotifications18 Jul 20262
FB-013

Reporting needs filters for customer type

supportbusinessreporting21 Jun 20264
FB-014

I need to export reports using a custom date range

emailadminreporting13 Jul 20263
FB-015

Report exports do not keep the selected filters

in-appbusinessreporting22 Jul 20262
FB-016

Search does not find customers by phone number

supportadminsearch25 Jun 20263
FB-017

Customer search is slow with large accounts

emailbusinesssearch07 Jul 20262
FB-018

The profile avatar should support animated images

surveyend userprofile19 Jul 20264
FB-019

Dark mode would make the dashboard easier at night

surveyend userdashboard24 Jul 20265
FB-020

The dashboard loads slowly after login

supportbusinessdashboard26 Jul 20262