Programmatic Expert Outreach
- Difficulty
- Advanced
- Time to result
- ~weeks to results
- Steps
- 6
- Confidence
- —
Cliff approaches expert outreach as a researched pipeline rather than sporadic networking. He first ranks the organizations producing the result he wants, identifies several relevant people at each organization, and collects multiple legitimate contact channels. Every message is personalized with evidence that he knows the recipient’s work, a genuine statement of admiration, concise credibility, and a small, specific request that is easy to accept. He follows up politely instead of interpreting silence as rejection. The relationship compounds after the conversation: he implements the advice exactly, reports the result, and becomes useful to the adviser by validating ideas in the field. Preparation, specificity, persistence, and visible execution drive the response rate.
Origin
Extracted from Deep Dive with Ali Abdaal
How to run it
- 1
Rank the Relevant Organizations
Build a list of the companies or practitioners who are already best at the capability you want to learn.
Pro tip Cliff combined approximately seven sources when constructing one of his target lists.
- 2
Map People and Channels
Identify multiple relevant roles at each organization and record their available email and social contact channels.
Pro tip Cliff targeted roles such as CEO, head of growth, and head of marketing.
- 3
Research Each Recipient
Study the person’s work deeply enough to cite specific content, ideas, or accomplishments that genuinely affected you.
Pro tip Mentioning several specific pieces of work makes the research unmistakable.
Watch out Generic personalization is quickly recognized as copied outreach.
- 4
Write a Concise, Credible Request
State why you admire the person, show relevant work you have already done, and request a short call at specific proposed times.
Pro tip If a call is inconvenient, include the focused questions they could answer asynchronously.
Watch out A vague request makes the recipient do the scheduling and problem-definition work.
- 5
Follow Up Politely
Send multiple respectful follow-ups across the planned channels without becoming dishonest or aggressive.
Pro tip Cliff tracked three outreach attempts for each person in a spreadsheet.
- 6
Implement and Report Back
Apply the advice, measure what happened, and return promptly with the result.
Pro tip Reporting execution gives the adviser useful validation and makes future conversations more rewarding.
Watch out Repeatedly requesting advice without acting on it weakens the relationship.
In the wild
Cliff hired assistants to index leading consumer subscription companies and locate executives across email, LinkedIn, Instagram, Facebook, and Twitter. He tracked three contacts per company and multiple outreach attempts for each person. Conversations progressed from short Zoom calls to in-person observation when appropriate.
→ He gained direct access to founders and marketing leaders who helped him learn user acquisition.
After reading the Lululemon founder’s biography, Cliff spent four years trying to arrange a meeting. When Chip Wilson agreed, Cliff traveled from Miami to Vancouver for a four-hour hike despite the lengthy journey.
→ Persistent outreach produced an extended, high-value learning session.
Common mistakes
Sending copy-pasted personalization
Recipients can quickly distinguish real familiarity from a template containing superficial references.
Making it difficult to say yes
A short duration, exact time options, and focused questions reduce the burden on the recipient.
Ignoring the advice after the call
Cliff strengthens expert relationships by implementing advice and returning with concrete results.
From the transcript
“every single person got three messages at least from me and then eventually they'd respond and I'm okay with people not responding to me because…”
“that email shows that I actually follow you it shows what I admire about you genuinely it's relatively short it still shows that I have…”
“any person who's ever given me advice in my life who I sought their advice I have implemented what they asked to the letter and…”
From the episode
'Tell People Your Goals!': The Secret To Accomplishing Anything - Cliff Weitzman
Cliff Weitzman