demo data
Audience Overview
Member Demographics
Top professions
Most members come from Product, Engineering and AI.
What they came for
Software & Engineering is your largest segment — 68 members (27% of those reached), a strong base for a focused technical track.
OpportunityCreate a dedicated AI Builders meetup next month.
Marketing & Growth (27 members) show strong intent but are light on introductions so far.
Suggested actionLaunch a Growth roundtable to turn interest into intros.
Suggested groups to form
Largest shared-profession cluster with a common upskilling goal — a natural peer circle.
Founders with the same need — high-intent intros plus a pitch-practice group.
Senior product people looking to partner — strong basis for cross-company collaboration.
Younger engineers seeking mentorship — pair with senior members for a mentoring track.
Go-to-market peers with overlapping partnership goals and adjacent skill sets.
Engagement
Matching funnel — interest to connection
Community joins by hour
Reach & onboarding funnel
| Stage | Web | Total | |
|---|---|---|---|
| unique conversations | 31 | 225 | 256 |
| onboarding completed | 11 | 109 | 120 |
| onboarding incomplete | 15 | 77 | 92 |
| identified on the registration list | – | – | 122 |
| matched to a LinkedIn profile | – | – | 54 |
Matching
| Metric | Value |
|---|---|
| users answering the matching offer | 97 |
| opted in | 88 |
| opted out | 8 |
| asked how it works first (tell me more) | 27 |
| opted in AND had recommendations to see | 30 |
| opted in but got the meeting-point fallback (no recs) | 58 |
| recommendations shown (total) | 42 |
| introductions accepted | 12 |
| users who accepted at least one intro | 9 |
| recommendations declined | 25 |
| left matching for the agenda | 16 |
| matching re-opened after wrap-up | 17 |
Discount community
| Metric | Value |
|---|---|
| pitched (saw the TECH offer) | 62 |
| joined | 50 |
| join rate | 81% |
| joins at 06:00 (server time) | 1 |
| joins at 09:00 (server time) | 38 |
| joins at 10:00 (server time) | 1 |
| joins at 11:00 (server time) | 1 |
| joins at 13:00 (server time) | 1 |
| joins at 16:00 (server time) | 6 |
| joins at 17:00 (server time) | 1 |
| joins at 21:00 (server time) | 1 |
Where incomplete chats stopped
| Last step seen | Conversations |
|---|---|
| intent | 27 |
| identity | 21 |
| role | 15 |
| experience | 11 |
| student_kind | 9 |
| persona | 7 |
| linkedin_pick | 2 |
What people asked (keyword buckets)
| Topic | Messages |
|---|---|
| agenda/sessions | 247 |
| other questions | 115 |
| community | 113 |
| matching/intros | 49 |
| expo/booths | 45 |
| logistics | 29 |
| tickets/registration | 16 |
| speakers/people info | 10 |