Customer feedback message document profile
Track unsolicited feedback.
The Customer feedback message profile helps you track unsolicited feedback. It belongs to the customer voice family.
Recognize the source
Unstructured feedback not necessarily rated or a formal complaint; no inferred sentiment in default extracted facts.
Review the document itself before applying the profile. Similar labels, dates, parties, or amounts can appear in another document type with a different meaning. Use the source context to distinguish them.
Expected fields
Core fields form the profile’s main structure. Recommended and optional fields add supported detail. None of these designations permits guessing a value that is absent or ambiguous.
| Field | Type | Inclusion | Meaning and extraction rule |
|---|---|---|---|
| Product or service | text | Core | The source-stated product or service for this document and its identified subject. Copy exact source spans for this one scalar field, preserving their order, ownership and qualifications. Ordered spans may continue across segments. Do not synthesize a summary or combine unrelated fields or repeated records; return unresolved when the scalar meaning is ambiguous. |
| Feedback text | text | Core | The source-stated feedback text for this document and its identified subject. Copy exact source spans for this one scalar field, preserving their order, ownership and qualifications. Ordered spans may continue across segments. Do not synthesize a summary or combine unrelated fields or repeated records; return unresolved when the scalar meaning is ambiguous. |
| Feedback date | date | Core | The source-stated feedback date for this document and its identified subject. Normalize an explicitly stated date only when unambiguous. Do not infer missing day, month, year or timezone. |
| Stated need | text | Core | The source-stated need for this document and its identified subject. Copy exact source spans for this one scalar field, preserving their order, ownership and qualifications. Ordered spans may continue across segments. Do not synthesize a summary or combine unrelated fields or repeated records; return unresolved when the scalar meaning is ambiguous. |
| Channel | text | Optional | The source-stated channel for this document and its identified subject. Copy exact source spans for this one scalar field, preserving their order, ownership and qualifications. Ordered spans may continue across segments. Do not synthesize a summary or combine unrelated fields or repeated records; return unresolved when the scalar meaning is ambiguous. |
| Requested follow up | text | Optional | The source-stated requested follow up for this document and its identified subject. Copy exact source spans for this one scalar field, preserving their order, ownership and qualifications. Ordered spans may continue across segments. Do not synthesize a summary or combine unrelated fields or repeated records; return unresolved when the scalar meaning is ambiguous. |
| Customer reference | text | Optional | The source-stated customer reference for this document and its identified subject. Copy exact source spans for this one scalar field, preserving their order, ownership and qualifications. Ordered spans may continue across segments. Do not synthesize a summary or combine unrelated fields or repeated records; return unresolved when the scalar meaning is ambiguous. |
Missing, ambiguous, and repeated values
Missing or ambiguous fields remain null with a reason. Null is not zero, false, an empty statement, or proof that a document-wide fact does not exist. Inspect unresolved states and their supporting passages before accepting the table. This document type can contain repeated records such as separate feedback messages. The profile uses one row per document; do not compress repeated records into a scalar field or confuse a line value with a document-level total. Additional supported fields can be considered when the extraction experience allows them. Review their definitions and types explicitly; changing a field’s meaning requires a new extraction preview.
Review the result
Select evidence-backed cells and read the retained source. Text should preserve the relevant source spans and qualifications. Numbers and dates must be stated unambiguously and normalized safely; do not calculate unstated values or infer missing units, currency, scale, date parts, or time zones.
Verify the result against the captured document before acceptance. Source support does not independently establish perfect OCR, exhaustive field discovery, or correct domain interpretation.
See profile modes, table review, and captured evidence.