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Recruitment Funnel Keyed Dataset Comparison
x402
Recruitment Funnel Keyed Dataset Comparison is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-14).
Compares two keyed datasets of recruitment funnel records (applications and interviews) row-by-row, producing data-quality and numeric difference analysis locally without external enrichment.
Price / call$0.01
Success—
StatusUnknown
How this service works
Recruitment funnel - Keyed dataset comparison: Keyed dataset comparison for Recruitment funnel. Up to 200 supplied typed records. Local numeric and data-quality processing; no external enrichment or forecasting. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded keyed dataset comparison deliverable.
Output
A structured comparison deliverable showing row-by-row differences between the two supplied recruitment funnel datasets, including numeric deltas for applications and interviews fields per matched row_id, along with data-quality indicators. Processing is local with no external enrichment.
Example use cases
Before vs after sourcing campaign comparison
“I ran a recruiting campaign last month and now have two snapshots of our funnel — one before and one after. Compare the two datasets row by row so I can see which sources gained or lost applications and interviews. Here's the baseline: group-a had 50 applications and 5 interviews on 2026-09-01, group-b had 30 applications and 3 interviews. The updated dataset shows group-a at 65 applications and 7 interviews, group-b at 28 applications and 4 interviews.”
Recruiter A vs recruiter B pipeline audit
“I want to compare the recruitment funnel numbers from two different recruiters for the same date range. Recruiter A (source: recruiter-a) had 40 applications and 6 interviews on 2026-10-01, and recruiter B (source: recruiter-b) had 55 applications and 4 interviews on the same day. Run a keyed dataset comparison so I can see the differences side by side.”
Weekly funnel data reconciliation
“We have two exports of our weekly hiring funnel data and they don't match — can you run a keyed comparison between them? The first file shows job-board source with 100 applications and 10 interviews on 2026-10-07, and the second file shows the same row_id but 95 applications and 12 interviews. Flag the deltas for me.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-sector-analytics-recruitment-funnel-compare?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a fast, local, row-keyed numeric comparison of two recruitment funnel datasets (up to 200 records each) without requiring external data enrichment or forecasting. Ideal for reconciling two exports, auditing before-and-after snapshots of hiring pipeline data, or comparing funnel metrics across sourcing groups. At $0.01 USDC per call it is cost-effective for routine diff checks on small-to-medium recruitment datasets.
Side effects
- Missing required fields (row_id, source, date, applications, interviews) returns a validation error
- Date fields not matching pattern YYYY-MM-DD cause rejection
- Exceeding 200 rows in either dataset triggers a max-items error
- Row IDs present in one dataset but not the other may produce unmatched-key warnings
- Null numeric values may affect delta calculations and be flagged in quality output
- Payment failure via x402 protocol prevents processing
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| other | array |
Tags
x402
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