Job Listing Inventories — Record Quality Audit + Exact Row Deduplication + Category Frequencies

API ↗

Job Listing Inventories — Record Quality Audit + Exact Row Deduplication + Category Frequencies is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-16).

Runs three local analytical reports on supplied job listing inventory rows: record quality audit, exact row deduplication, and category frequency analysis — all offline, no external lookups.

How this service works

Job listing inventories — Record quality audit + Exact row deduplication + Category frequencies: Record quality audit + Exact row deduplication + Category frequencies for supplied job listing inventories records (listing_count, duplicate_listings). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.

Output

Returns three separate analytical reports for the supplied rows: (1) a record quality audit identifying missing, malformed, or out-of-range values; (2) an exact row deduplication report listing which rows are identical; and (3) a category frequency report showing how often each company_group (and other categorical values) appears across all supplied records. All processing is done locally with no external API calls.