Solutions

Score and rank with web research on every row

Assign qualitative scores to leads, companies, or any list — even when data is fragmented across many sources.

Filter with web research on every row

Screen candidates, companies, or leads against qualitative criteria. Fast and accurate at scale.

Enrich with web research on every row

Enrich any dataset with information gathered fresh from the web — company details, news, profiles, and more.

Join tables using research to match rows

Match rows across datasets without shared IDs. LLM agents look up each record to find the right join.

Deduplicate with research-backed matching

Remove duplicates even when names, formats, and metadata don't match. Handles messy real-world data.

Predict future values with research on every row

Ground predictions in web research. Forecast outcomes, timelines, or signals for entire datasets.