GTM Engineering for LinkedIn Prospecting is a collection of practical strategies and workflow automations designed to enhance LinkedIn-based go-to-market (GTM) prospecting efforts. The memo outlines 20 key tips for effective LinkedIn prospecting, including focusing outreach where ideal personas are most active, using multi-channel approaches that combine LinkedIn, email, and phone, and leveraging ideal customer signals such as news, posts, and profile activity to personalize outreach. It highlights the value of hyper-targeting over broad outreach, using intent signals, and framing messages as conversations rather than pitches, supported by results from systematic A/B testing. The guidance emphasizes concise, conversational communication, optimal timing based on online status, differentiating outreach with video and voice, and maintaining an intriguing and well-crafted profile. Additional recommendations include connecting promptly after calls, limiting pushy follow-ups, engaging authentically with influencers, posting consistently, using storytelling formats for engagement, and soft-selling through valuable content. The memo also advises on leadership multi-threading, experimentation with outreach tactics, setting real-time alerts for prospect activity, and continuously developing creative workflows. Numerous automation tools and guides, such as 📝La Growth Machine, 📝Clay, and Scripe.io, are referenced for increasing efficiency and effectiveness throughout the prospecting process.
20 Tips & Tricks for Successful LinkedIn Prospecting
**🏷️#1: **Prospect where your personas hang out
- If your Ideal Personas are on LinkedIn, then prioritize it.
- I’ve seen success with personas in software development, cybersecurity, and go-to-market.
The following is one of my favorite (and simple) workflow automations:
- Monitor a keyword
- Listen for posts with those keywords
- Find the people interacting with those posts (likes, comments)
- Automating LinkedIn prospecting to those people on LinkedIn
LinkedIn Signals to LinkedIn Automations
**🏷️#2: **Always multi-channel
- Don’t rely solely on one or two channels.
- Blend LinkedIn, email, phone, and X to build familiarity.
👇️ Example of a popular workflow on La Growth Machine. The auto LinkedIn profile views, likes (for social warming), auto-connects, and auto messaging are really the game changers here.
Multi-channel Prospecting
**🏷️#3: **Use Ideal Customer Signals for timing
- Act on signals (news, posts, role changes, profile views) to personalize outreach.
- I’ve personally seen response rates of 45% when I automated personalizing a message based on someone’s post content.
AI Prompts: Uncovering Unique Ideal Customer Signals with Clay
A 3-step guide to finding unique ideal customer signals using Clay's custom signals, transforming GTM strategy with precision targeting and data-driven insights.
www.claymation.io/p/prompt-finding-ideal-customer-signals-for-clay-custom-signals
**🏷️#4: **Hyper-targeting > spray
- Skip volume; focus on tightly defined ICPs, personas, and Ideal Customer Signals.
🏷️#5: Use LinkedIn Intent
These are folks who are already interacting with your content.
This is super easy to do in La Growth Machine:
La Growth Machine LinkedIn Intent
**🏷️#6:** Open conversations, not pitches
- Frame messages as conversations. What curiosity-driven, benefit-led, or question-focused message could start a conversation?
- A/B tests within LGM have shown that conversation-style messages outperform by 28% more replies when systematically tested
🏷️#7. Be casual & concise
- Write like a text: short, friendly, and avoiding formality.
- Read Paul Graham (Founder of YCombinator’s) essay: Write Like You Talk
You can also turn your message into more of a chat-like message. *La Growth Machine*’s ‘Real Chat’ mode can break up the message into multiple shorter messages to mimic text messaging.
🏷️#8. Send when green dot active
- Green dot = online
- Message when their green dot is live—often evenings when they scroll.
🏷️#9. Differentiate with video & voice
- Ask yourself, will this message stand out from everyone else’s?
An easy way to do this is to combine Sendspark + Clay + La Growth Machine.
Automating personalize videos + multi-channel prospecting with LGM
🏷️#10. Have an intriguing profile (& website)
- Ensure your headline & “About” tell a compelling story. Why else would someone enjoy connecting with you? What’s your unique value beyond where you work and your job title?
This is my new personal landing page: gtmengineer.ai
**🏷️#11.** Connect after 1st call
- Quickly connect after calls so they begin seeing your content.
**🏷️#12.** Drop pushy follow-ups
- Stop reminders like “did you miss this?”—after 2 follow-ups, pivot to content engagement.
**🏷️#13.** Collaborate with key influencers
- Consistently comment on 3–5 influencers organically. Do not use AI to do this. Authenticity and thoughtful content win.
🏷️#14. Post consistently
- Aim for 3–5 posts/week. I haven’t seen any drastic correlation between whether I post in the early AM, mid-day, or 11PM before I hit the bed.
- This has not only generated my own inbound. Customers have started showing up to calls already knowing me.
Scripe.io is hands down one of the best LinkedIn content creation machines. It also gives you inspiration from other top performing posts within your ecosystem + AI that creates really good posts.
🏷️#15. Use storytelling formats
- Carousels & video do best for engagement & increasing your reach.
You can even automate building LinkedIn Carousels:
How to Automate Creating LinkedIn Carousels
A walkthrough of how to automatically turn a newsletter into a LinkedIn Carousel asset for content repurposing & engagement.
www.claymation.io/p/how-to-automate-the-creation-of-linkedin-carousels
**🏷️#16.** Soft‑sell in content
- No hard sells. Be thoughtful. Provide valuable content (this does not mean company one-pagers).
🏷️#17. Activate leadership multi-threading
- Encourage execs to connect with account stakeholders. Multi-thread as early as possible.
- You could even setup an automation where your sales leader or founder automatically connects with potential decision makers after all your calls.
**🏷️#18.** Experiment & iterate
- Treat every post or message as a test.
Here’s a perfect experiment - use La Growth Machines’ lookalikes capability to find people who look like the ones who responded to your outreach. Repeat:
La Growth Machine Lookalike Play
What it looks like in LGM:
Lookalikes in LGM
**🏷️#19.** Set alerts for prospect (or influencer) activity
- Engage within minutes of their posts—prompt feedback increases visibility.
How to set alerts when people post on LinkedIn
🏷️#20. Get creative with different actions
More Workflows in the Full Guide
The Ultimate Guide to Automated LinkedIn Prospecting