Who buys this
Conference organizers who hear the same complaint every year: attendees pay for a badge and then spend the event talking to whoever happens to sit next to them.
Where to start in Lovable
Paste this into Lovable as the opening prompt. It sets up one screen and one job, which is easier to grow from.
Build a networking companion for a conference or virtual event. Attendees fill a short profile of what they do and what they are looking for, and the app suggests five people worth meeting each day, ranked by shared goals rather than shared job title. Add a way to request an intro, accept or decline, and get a suggested fifteen minute meeting slot that fits both people's schedule. Include an organizer view showing which attendees are getting no matches so staff can intervene.
What you will need to wire up
- Lovable AI Gateway
- Lovable Cloud (Postgres)
- Calendar API (Google/Microsoft)
- Resend
Build order
- Build the profile before the matching. A good match needs a good input, so spend the first pass on a profile form that asks for goals and constraints in plain language, not a dropdown of industries that flattens everyone into the same bucket.
- Rank matches, do not just list them. Use the model to score pairwise compatibility and return the top five with a one line reason for each, since a wall of forty possible contacts is the same as no recommendation at all.
- Handle the scheduling handoff carefully. Do not try to reinvent calendar sync: pull free busy windows from a connected calendar, propose overlapping slots, and let the calendar provider send the actual invite.
- Give the organizer a live no-match list. Surface attendees who received zero suggested matches within the first hour so staff can hand introduce them, because a lonely attendee at hour three of a two day event is a lost renewal.
Where this usually breaks
- Cold start on day one of the event means everyone has a half filled profile and matches look random. Send a profile completion nudge the moment tickets are confirmed, well before the event starts.
- Popular speakers and sponsors get flooded with intro requests and stop responding to any of them. Cap the number of pending requests a single person can receive per day and let them set their own availability window.
How it makes money
- Per event license sold to the organizer. Organizers already budget a line for attendee experience tools, so price it as a fixed add-on per event rather than per attendee.
- Premium matching tier for sponsors and exhibitors. Sponsors pay extra to be surfaced more prominently in relevant matches, which funds the free tier for regular attendees.
Build this on Lovable
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