social_research()

Public posts only. LinkedIn company page, the founder's last 30 days, hiring posts, conference talks.

Inputs and outputs

In. Canonical company record. List of named decision-makers if known.

Out. Recent post excerpts with dates and URLs. Hiring activity. Conference and podcast appearances.

Current version

v1.7.3 Forkable through the prompt library.

Model defaults

Perplexity Sonar for fresh public content discovery. Anthropic Haiku for de-duplication and date normalization. You can override per stage in your routing config.

How it fails

Stealth-mode companies with no public posts. We mark them social_thin and let downstream stages decide. Often the web_audit content alone is enough.

Evals

Recall on hiring-post detection (versus a labelled set of 800 known active hires): 89.6%. The full eval set ships with the prompt and is editable. Eval format.