The exact targeting logic, GPT-4 prompts, and 5-touch sequences I used to generate qualified pipeline — without a big team or a bloated budget.
Section 1
Most pipelines fail at the top. They target too broadly, use bad data, or ignore intent signals. Here's the exact framework I use.
Don't start with job title. Start with company fit: industry vertical, employee count (150–2,000 is the sweet spot for RevOps influence), revenue range, and tech stack indicators. A company using Salesforce + HubSpot together is usually in transition — that's a signal.
Tool: Apollo.io filtersCold outreach without a trigger is noise. I look for: new VP Sales/RevOps/Marketing hire (last 90 days), company funding announcement, hiring surge in sales roles, or a recent product launch. Any of these = buying intent signal.
Tool: LinkedIn Sales Navigator alerts50 net-new contacts per day maximum. More than that and quality collapses. I'd rather send 50 highly personalized emails than 500 spray-and-pray. Volume is a vanity metric — pipeline is the only metric that matters.
Rule: 50/day max, verified emails onlyRun every account through a simple 3-factor score: ICP fit (0–3) + trigger event present (0/1) + tech stack match (0/1). Max score = 5. Only sequence accounts scoring 3+. This is how I prioritized 3,700 accounts down to a manageable, high-value list.
My threshold: 3+ out of 5Section 2
These are the exact prompts I use. Copy them directly into ChatGPT — just swap the bracketed variables for your target's info.
Section 3
Most reps give up after 2 touches. Most responses come at touch 4 or 5. Here's the exact cadence I run — multi-channel, spaced, never annoying.
3 sentences max. Trigger-based opener, one pain point, one soft CTA ("Worth a 15-min call?"). Verified email only — never guess.
No pitch. Reference something specific about their profile or company. Just connect and be human. Don't mention the email.
2 sentences. Reference first email. Add one new data point — a stat, a case study, a relevant news item about their industry. Direct yes/no CTA.
Comment on a post they made. Add genuine value — don't just say "great post." Or send a voice note if you're connected. No pitch, just presence.
"Closing the loop" — confident, no desperation. Leave the door open. One final easy question. This email often gets the highest reply rate in the sequence.
Section 4
Real numbers from running this system in B2B industrial, SaaS, and services verticals.
Section 5
You don't need all of these. Start with Apollo + ChatGPT. Add the rest as you scale.
I design and deploy AI-driven prospecting systems for B2B sales teams. If you want this running in your org — not just as a playbook, but as an actual operating system — let's talk.
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