Clean data from the messy web.

LAB STATUS ..... operational
METHOD ......... test, structure, maintain
OUTPUT ......... clean, consistent JSON
INTERFACES ..... API · n8n · Make · MCP

A one-person research lab building Apify actors that keep working when sites change. Every specimen is tested on live runs before release and repaired when its target moves.

EXP-01 · Reddit Lead Finder 
Finds people asking for what you sell or leaving a competitor. Scored, ranked, with a suggested reply.

EXP-02 · Reddit Scraper 
Posts, comments, subreddits, and user history at scale.

EXP-03 · LinkedIn Jobs Scraper 
Hiring signals with salaries and full descriptions. No login required.

Market signals: leads, reviews, trends, and app stores
Research data: papers, news, and newsletters for AI pipelines
Biomedical: clinical trials, PubMed, FDA labels, and provider data

Need a dataset you can't get? Open an issue on any actor. The best requests become the next experiment.

Every failed run is a data point.