enrich-with-signals

You can enrich companies with buying-intent signals by fetching jobs, funding, tech, and news data via the PredictLeads API, then persisting the results into a local SQLite and JSON cache for outreach prioritization.

Buying-intent signals are data points like job postings, funding rounds, tech stack changes, and news that indicate a company's readiness to buy, needed to prioritize outreach and improve downstream lead qualification.

Yes, you can cache PredictLeads API responses with a 7-day TTL in local SQLite and JSON storage to reduce credit usage, automatically reusing cached results and providing cache-hit and credit-consumption stats in the output summary.

You can force a refresh of cached company signals by using the no-cache option, which bypasses the 7-day TTL and makes fresh PredictLeads API calls to update the local SQLite and JSON cache with the latest intent data.

Yes, it validates an existing target result set of companies tied to a domain, fetches their PredictLeads buying-intent signals, and outputs per-company signal counts plus follow-up suggestions for campaign segmentation.

Available buying-intent signals for lead enrichment include jobs, news, funding, tech stack, and optionally leadership changes, all fetched via the PredictLeads API and summarized with per-company signal counts.