What the documents look like
For operating reviews in Brand member operations, this page examines FastGPT citation tracing. Trace signup tags, sending records and communication outcomes separately in member reviews. The examples are hypothetical.
Constraints at the citation tracing step
A proposed member review contains a signup-interest tag, sending pending retry and acknowledgement for another campaign. The draft declares every current participant contacted. The sources describe interest, an execution stage and an unrelated reply rather than complete current communication. Citations need campaign and action subjects retained. Visible tags do not record conversations, and another event’s acknowledgement supplies no current response. No real member details, campaign effects or benefit values are included. The exercise checks what the proposed report can support rather than a measured marketing result or completed contact operation.
Configuration and implementation checks
| Material check | Conditions in this test | Implementation evidence |
|---|---|---|
| Tag meaning | Signup interest | Do not make actual contact. |
| Sending state | Retry pending | Inspect actual execution. |
| Reply campaign | Another event | Do not replace current response. |
| Report scope | All-contact claim unsupported | List gaps by subject. |
| Citation coverage | Tags, sending and replies separate | Inspect actual delivery. |
Documented conditions
| Documented item / implementation check | Condition |
|---|---|
Associated knowledge bases | Knowledge bases associated with one search node must use the same embedding model. |
Citation output | The output is an array; an empty array can continue. |
Citation input handoff | Inspect citations actually received by the answer step. |
Citation display check | Trace displayed sources to their originals. |
Document-validity check | Inspect source identity and applicable version separately. |
Three common errors
First, interest tags may become completed contact; inspect tag definitions and actual communication records, since classification records no conversation. Second, pending retry may summarize into sent; compare the report sentence with original status and obtain this event’s result. Third, another campaign’s reply may attach to the current report; inspect campaign, member scope and answered object rather than connecting through brand. These concern tag meaning, execution stage and attribution. A well-organized table cannot establish contact and response for everyone merely by being available as a cited source.
How to verify the setup
Ask what the tag means, where sending stands and which campaign the reply concerns, expanding actual citations. Tag-only references support interest classification while contact and replies remain missing. Empty references require scope and transfer investigation, not a claim that nobody was contacted. Added records need campaign and subject correspondence, changing only supported states. This exercise sends no message and changes no CRM entry. Source quantity establishes no effect or compliance, while actual communication still needs applicable authority and execution records beyond the proposed report and its related excerpts.