Search people like you'd brief a researcher
Filters find job titles. ListGuru's agents find people — reading profiles, posts and code across the public web to answer the question you actually asked.
“Founding engineers at AI startups who've written about vector databases”
How it works
Three steps from question to list
Describe who you need
Type a request the way you'd brief a researcher: “CTOs at seed-stage fintechs in Europe who ship open source” or “heads of talent hiring for sales roles this quarter.” No boolean strings, no 40-filter forms.
Agents search the public web
Our AI agents fan out across the public web — LinkedIn, X, GitHub, company sites and news — reading actual profiles, posts and repos, then qualify each person against your criteria instead of matching keywords.
Get ranked results with contacts
You get a scored, deduplicated list with the evidence for each match — plus verified work emails and mobile numbers ready to reveal, so research turns into outreach in one screen.
Built for depth
Why agent search beats filter search
Natural-language queries
Ask in plain English — including messy, multi-part criteria that no filter UI could express.
Live, not cached
LinkedIn, X, GitHub, company sites, news and more — searched at the moment you ask and cross-referenced into one profile per person.
Evidence-backed matches
Every match shows why it qualified — the post, repo or role that satisfied your criteria.
Fit scoring
Results are ranked 0–100 by how well they fit, so you always start at the top of the list.
Contacts built in
No exporting to another tool — reveal verified emails and mobiles inline for 4–40 credits each.
Saved & repeatable searches
Re-run any search on a schedule and get only the new people who now match your brief.
Ask your first question
25 free credits a month. Describe who you need and watch the agents work.