How to Steal Leads from Influencer Audiences and Get a 20% Reply Rate
Discover how to ethically "steal" leads from your favorite influencer's audience using a simple 3-step outbound strategy. Learn how to start high-converting conversations and generate a 20%+ reply rate—without paid ads or weak cold DMs.
Richard F. Purcell
3/25/20253 min read


TL;DR: Influencer engagement ≠ buying intent. But it is the perfect time to start a conversation.
If you're in B2B sales or growth marketing, you've likely realized one painful truth:
Engagement on LinkedIn is not a signal of buying intent.
But here’s the twist:
Engagement is a signal to start a conversation.
This guide will show you how to turn someone else’s audience—like your favorite influencer’s loyal followers—into warm leads that respond at a 20% reply rate.
Let’s dive into the method.
MoxieGTM is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber.
Step-by-Step: Capture Demand from Influencers' Audiences
1. Identify the Right Influencers for Your ICP
Start with tools like Favikon to find LinkedIn creators who:
Consistently post content aligned with your ideal customer profile (ICP)
Have a strong audience of decision-makers or users in your niche
Spark high engagement (especially recurring commenters or likers)
Pro tip: Look beyond vanity metrics like follower count. Focus on comment quality, post frequency, and topical alignment.
2. Find and Qualify Their Engaged Followers
You’re looking for people who:
Engage with the influencer’s content more than once a week
Fit your ICP (job title, industry, company size, etc.)
Might have the problem your solution solves
This recurring engagement shows mindshare. It means they’re interested in the topic—and might be open to more.
3. Reach Out Without Mentioning the Signal
Here’s where most people screw up.
Avoid weak, obvious intros like:
“I saw you follow Sam Jacobs...”
“Noticed you commented on Sam’s post…”
Instead, do what Trinity Nguyen, CMO at UserGems, calls:
“Manufacturing coincidence.”
The magic is in inference. Don’t mention why you're reaching out. Just meet them where their mind already is.
Messaging Framework That Gets Replies
Here are high-performing cold message examples that earn 20%+ reply rates:
✅ Example 1:
“Not sure if you saw Sam Jacobs’ post last week about benchmarks for efficient growth. Curious… which SaaS metrics take the most time for your team to generate?”
✅ Example 2:
“Our product team is doing research to figure out where we fit in someone’s tech stack. What tools do you use today to monitor key SaaS metrics?”
These work because they:
Reference timely, relevant topics
Ask easy, low-pressure questions
Sound like research, not a pitch
Why This Works: Intent Signals ≠ Outreach Scripts
Most B2B teams over-engineer intent data.
But the truth is:
Engagement = signal to connect
Conversations = path to qualified meetings
Experiments = what reveals true buying intent
If you're waiting for someone to fill out a demo form, you're too late.
Results You Can Expect
When done right, this approach can generate:
20%+ cold outreach reply rates
30%+ meeting conversion from replies
Shorter sales cycles with higher context
It's not magic—it’s psychology, timing, and positioning.
Let MoxieGTM Help You Run These Plays
If you're tired of:
Buying more tools to solve the same pipeline problem
Running campaigns with no reply
Wondering what signal actually matters
MoxieGTM helps B2B companies:
Consolidate their GTM tech stack
Run rapid outbound experiments
Scale what works
Final Thoughts: Don’t Chase, Steal
You don’t need to generate all the demand yourself.
Instead, steal demand from competitors and influencers who’ve already warmed up your buyers. They’ve created the context—you just need to create the conversation.
Steal leads. Start conversations. Book meetings. Repeat.
Subscribe to MoxieGTM
By Richard F. Purcell · Launched 2 years ago
The newsletter for the busiest, most sophisticated GTM leaders. Discover step-by-step instructions for implementing unconventional GTM experiments, drawn directly from the operators who ran each campaign.
By subscribing, I agree to Terms of Use, and acknowledge its Information Collection Notice and Privacy Policy.
You don't have a pipeline problem. You have a process problem.
© 2025. All rights reserved.


Free Mid-Funnel Audit
Score your closed/lost + mid-funnel leads and identify top 20 % ready to re-engage.