Citation Source and Traceability for Advertising and

What the Data for This Category Looks Like

Advertising and marketing research report data primarily comes from industry monitoring platforms, advertiser internal placement ledgers, and publicly available media exposure data. Update cycles cover real-time placement data, daily summaries, and monthly in-depth analyses. Single document fields include placement channel classification, impressions, clicks, conversion ROI, case breakdowns, and industry trend judgments. Units include cost per thousand impressions (CPM), cost per click (CPC), conversion count, and placement budget proportion. Some research reports include media rate cards and competitor placement comparison tables.

Constraints on Citation Source and Traceability

The data characteristics of advertising and marketing research reports impose multiple constraints on the traceability process. Data sources include structured placement ledgers and unstructured in-depth research reports. Configure separate structured field extraction rules and anchor identifiers for unstructured paragraphs to ensure accurate matching of corresponding content during traceability. Update cycles of different data vary significantly. Synchronize and index real-time placement data at high frequency. Update monthly in-depth research reports on demand. Associate data timestamps with the time range of retrieval requests during traceability to avoid confusion of cross-cycle data. Some data contains sensitive internal advertiser information. Screen publicly traceable fields and hide unauthorized content during traceability.

Configuration Settings

Configuration Key	Recommended Value	Rationale
`Recall count`	Top 15-20 entries	Advertising and marketing research reports contain multi-dimensional metrics. Recall enough candidate documents to cover different placement scenarios and metric types
`Similarity threshold`	0.75-0.85	Many professional terms appear in advertising and marketing research reports. A threshold that is too low introduces irrelevant industry reports. A threshold that is too high fails to recall accurate placement data
`Rerank result count`	Top 5-8 entries	Single research reports have long content. Return a small number of accurate results to avoid redundant answers while ensuring traceability
`Chunk size`	800-1200 characters	Advertising and marketing research reports include long paragraphs of case breakdowns and trend analysis. Segment length adapts to indexing and traceability anchors for long texts
`PARSE_FILE_TIMEOUT_SECONDS`	300 seconds	Single in-depth research report files are large. Sufficient parsing time is required to complete structured field extraction and segmentation
`SOURCE_DISPLAY_MODE`	Display by document + field	Metrics in advertising and marketing research reports are tightly bound to their sources. Displaying by document and corresponding field clearly presents traceability information

The parameter values provided on this page are common recommendations used as a starting point for configuration. Actual values are affected by material form, data volume and business rules. Specific issues require specific analysis. It is recommended to test using samples before finalizing settings.

Three Common Misconfigurations

Symptom: The returned answer after retrieval does not include any source identifier or field information. Cause: The SOURCE_DISPLAY_MODE configuration is not enabled, or the configuration is not associated with the structured fields of the corresponding research report.
Symptom: Workflow execution gets stuck during the indexing model call with no response. Cause: The PARSE_FILE_TIMEOUT_SECONDS parameter is not adjusted to fit the research report file size, or the Recall count value is too high, leading to exhaustion of indexing resources.
Symptom: Cross-cycle placement data appears in traceability results. Cause: The data timestamp field is not bound in the retrieval configuration, or the time range filter parameter is not set, resulting in recall of cross-cycle research report data.

How to Verify Proper Configuration

Upload an advertising and marketing research report file. Check whether parsed structured fields are correctly extracted, and confirm segment length adapts to document paragraphs.
Initiate a retrieval request containing specific placement metrics. Check whether the source display of returned results includes the document name and corresponding metric fields.
Test retrieval requests with different time ranges. Confirm returned results only match research report data from the corresponding period, with no cross-cycle content.
Simulate a large file parsing operation. Check that the service does not throw timeout errors, and confirm the PARSE_FILE_TIMEOUT_SECONDS parameter is configured appropriately.

Question material comes from public community discussions. Configuration values are common starting points and should be measured against your own samples. Verified on 2026-09-14.