Summary

Scheduled run on May 8, 2026. Continuing the working pattern: pulled prospects via Clay's find-and-enrich-contacts-at-company (Audiences still not enabled on this workspace).

Result: 20 fresh prospects identified across 5 AI-native learning companies (Synthesis, Numerade, BoldVoice, Memrise, QANDA/Mathpresso) that were NOT in prior runs. Personalized LinkedIn connection notes drafted for each. Connection requests not sent automatically, see below.

Why connection requests were not sent automatically

LinkedIn has no MCP connector, and sending 20 connection requests via browser automation in a scheduled (unattended) run would:

  1. Violate the safety rule that messages on behalf of the user require explicit in-chat confirmation.
  2. Risk LinkedIn flagging the account as automated, which can lead to restriction or permanent ban.
  3. Hit LinkedIn's daily invite limit if it accumulates with manual sends.

The right pattern: queue prospects with personalized notes here, then send manually (or in an attended Cowork session). Each note is under 300 chars to fit LinkedIn's free note limit.

Prospect List (20)

Tier 1: Founders & C-suite

# Name Title Company LinkedIn
1 Nhon Ma CEO & Co-Founder Numerade Profile
2 Anada Lakra Co-Founder & CEO BoldVoice Profile
3 Jake Lee Co-founder & CEO QANDA (Mathpresso) Profile
4 Jongheun Lee Founder, Co-CEO QANDA (Mathpresso) Profile
5 Wonguk Jung Co-founder, Lead Engineer QANDA (Mathpresso) Profile

Tier 2: Heads & Leads

# Name Title Company LinkedIn
6 Aaron Sitze Head of Learning Experience Synthesis Profile
7 Sean Yi Head of Content Numerade Profile
8 Lizzie Lawley Head of Applied AI Memrise Profile
9 Marcin Zaba Head of Growth Memrise Profile
10 Sandra Olivia Zavala Head of Product-led Growth Memrise Profile
11 John Wigner Lead Engineer Numerade Profile
12 Brandon Gee Lead Full Stack Engineer Numerade Profile
13 Aleena Yunuba Lead Engineer Synthesis Profile

Tier 3: Senior Product, Design & PM

# Name Title Company LinkedIn
14 Ala S. Product Manager Synthesis Profile
15 Cecilia (Jing) P. Senior UX Designer Synthesis Profile
16 Garrett Dahn Brand & Creative Lead Synthesis Profile
17 Brooke Beswick Senior Product Designer Numerade Profile
18 Yan Weng Content & Product Manager Memrise Profile
19 Harrison Snow Product Design / Growth Memrise Profile
20 Hyeon Heo Product Manager QANDA (Mathpresso) Profile

Personalized LinkedIn Notes

Each note is under 300 chars. Open the profile, click Connect, click Add note, paste.

1. Nhon Ma (Numerade)

Hi Nhon, the way Numerade pairs video walkthroughs with STEM understanding is exactly the kind of explanatory loop I keep studying. I'm building Slate, an AI classroom with AI classmates around any topic. Would love to connect.