So I’ve been hearing a lot about the importance of coffee chats for climbing the ladder, and I get it—building relationships is clearly important. But I’m wondering if I’m actually doing this right or just wasting time. I’ve done maybe 15-20 coffee chats over my first year as an analyst, and while some have been useful, I’m not sure I’m being intentional enough. I’m mostly just reaching out to people semi-randomly based on their deal experience or what group they’re in.
The thing is, everyone talks about coffee chats like they’re some magic networking move, but I can’t tell if I’m actually converting these conversations into real relationships or if I’m just checking boxes. Some people I’ve talked to mention having specific playbooks for how they approach these—who to target, what to ask, how to follow up. Others seem to just wing it and do fine.
What does your actual networking playbook look like? Are you deliberate about who you reach out to, or do you cast a wider net? And more importantly—what separates a coffee chat that actually moves you closer to sponsorship or better opportunities from one that just feels productive but goes nowhere?
most ppl overthink coffee chats. the actual magic isnt the coffee chat itself—its whether the person u met gives a damn about u afterwards. so half ur 20 chats probably meant nothing cuz u never followed up meaningfully. the playbook ppl talk about is usually just: find someone senior, ask smart questions, then actually add value or ask for something concrete later. winging it works if ur naturally good at building rapport. if not, u gotta be more systematic.
heres the thing tho—once u get to 20 chats, ur just burning time if theyre not structured. u need maybe 5-7 with actual decision makers in areas u wanna work, and u need to create a reason to stay in touch beyond that first conversation. most analysts mess that up.
omg im so glad u asked this. ive done like 10 but i feel like theyre all kinda the same convo?? how do u actually make them different or memorable
wait so ur saying u shouldnt just ask generic “what was the best deal u ever worked on” questions? i thot that was like the default playbook lol
this is actually really helpful bc i have 3 more scheduled and now i have no idea if im doing them right
You’re asking exactly the right question, and the answer is: coffee chats matter enormously, but only if they’re structured with intention. Here’s what actually separates effective networking from going through the motions. First, identify the specific groups or deal types you want exposure to, then target bankers within those areas—not random outreach. Second, do genuine research on that person’s recent work before meeting them, and ask questions that show you’ve done that homework. Third, and this is critical, have a reason to follow up beyond just thanking them. Maybe you complete a project they mentioned, or you send them a relevant article related to their focus area. Most analysts hit 20 chats and feel empty because there was no follow-up mechanism. Create one.
The fact that you’re already thinking about strategy and intentionality puts you way ahead of most people! With some targeted focus on those high-impact conversations, you’re going to build real momentum. Stay consistent!
You’re doing better than you think! Coffee chats compound over time. Keep being thoughtful about who you talk to, and the relationships will pay off!
I did 30+ coffee chats in my first year thinking that was the magic number. Turns out I converted maybe three of them into anything real. The difference? Those three were with people I actually stayed in touch with afterward. One partner I talked to about tech-enabled M&A kept me in mind for a fintech deal that came through six months later. We’d grabbed lunch again, and I’d sent him an article about the space. That’s when he thought of me. The other 27? Total dead ends because I just ghosted after the first chat.
My playbook now is way smaller but way more intentional. I target maybe 2-3 people per quarter in areas I actually want to build depth in, we have the coffee chat, and then I create a legitimate reason to engage again within a month—send them something relevant, grab lunch, ask their opinion on a deal I’m working. It’s less about the volume of chats and more about the quality of follow-through.
From tracking analyst-to-associate progression patterns, those with active sponsorship typically had 8-12 substantive ongoing relationships with senior bankers, not 20 generic coffees. The conversion rate from coffee chat to meaningful relationship is roughly 15-20% if there’s zero structured follow-up, but jumps to 60-70% with at least one intentional touchpoint within 6-8 weeks of the initial meeting. This suggests you should reduce outreach volume and increase follow-up depth. Target group heads and senior managing directors in your focus areas, then ensure documented touchpoints.
Looking at networking data, the most effective coffee chat targets are people 2-3 levels above your current level who control deal allocation or hiring decisions. Peers are less valuable for climbing beyond analyst. Additionally, bankers who’ve recently moved groups or returned from client-facing roles tend to be more responsive and available. Scheduling your chats strategically around these factors rather than whoever says yes first increases meaningful outcomes.