Extract a conference's speakers and their companies
The speaker list is the industry's who's-who, published and never exportable.
Why this is hard today.
Speaking at an event marks seniority and current focus, the topic tells you what they care about this quarter.
Agenda pages are formatted for browsing, not for prospecting: names and companies scattered across sessions.
How Freelvy does it.
Freelvy reads the agenda and returns one structured row per speaker, then enriches each with verified contact data, the topic still attached as the opener.
The recipe.
The prompt
>From this conference agenda page, extract each speaker, their title, company and talk topic.
What you fill in
- URL
- Agenda or speakers page
- Fields
- Speaker, title, company, topic
- Angle
- Their talk subject
What comes back
| Row | Field 1 | Field 2 | Source page |
|---|---|---|---|
| Northwind Tools | Booth B-114 | Automation | exhibitor list |
| Cadence Labs | Gold partner | Analytics | partner directory |
| Marta Ellis | Keynote. AI in retail | CEO, Shopline | speakers page |
| Enterprise plan | $1,900/mo | SSO included | pricing page |
Illustrative rows. Your table carries the columns you asked for, plus the evidence behind each match.
How it works
Paste the agenda or speakers URL.
Freelvy extracts people, roles, companies, topics.
Write before or after the talk, with the topic as your angle.
What you get.
Every speaker as a row (person, role, company, topic) ready to enrich with verified contacts.
Run this playbookFree 7-day trial, no credit card
Start with one prompt.
Describe the customer you want. Freelvy searches the live web, verifies every contact and writes the sequence, you approve the angle, then it sends on autopilot or waits for your go on each message.