1. Start with Your Top Customers
Look at the deals that closed fast. The ones that led to repeat business or referrals. Ask:
– What was happening inside those companies before they bought?
– Which teams were involved?
– How did you first reach them: phone, email, LinkedIn?
Don’t assume email is always the answer. Many cold calling agencies are finding success moving back to phone-first outreach, if the numbers are good.
You can dig deeper with tools like Gong or your CRM data.
2. Layer in Real-Time Signals
It’s not enough to know who to target. You also need to know when to reach them.
Look for signs like:
Just hired or are hiring SDRs or callers
– Switching from one data provider to another
– Recently funded and ramping outbound
– Talking about deliverability or connect rate challenges online
These signals tell you which companies are moving, and which ones are likely to pick up the phone or open that first cold email.
3. Prioritize Reachability
If your lead doesn’t have a working number or verified email, they’re not a lead. They’re noise.
Include these in your ICP scoring:
– Phone connect rate (Do they have a mobile or direct dial?)
– Email validity
– Channel preference (Some buyers respond better by phone, others email)
– Contact freshness
At Salesbot, we use a waterfall enrichment process to find verified mobile numbers and clean email data because cold callers and email-first teams both lose momentum when data quality is poor.
4. Focus on Role Function, Not Just Title
Cold calling teams know this already: titles are unreliable. “Sales Director” at one company might be an outbound buyer. At another, it’s someone managing partnerships.
So instead of saying “target VP of Sales,” your ICP should describe:
– Who owns the outbound function
– Who hires agencies or SDRs
– Who feels the pain your product solves
This way, whether your message lands by phone or email, you’re speaking to someone who gets it.
5. Keep It Alive
Outbound moves fast. Your ICP should too.
Revisit it monthly using:
– Connect rates from cold calls
– Email reply rates
– Win/loss reasons by segment
– Sales team feedback on list quality
The best agencies don’t wait for quarterly reviews. They’re adjusting based on what reps are hearing on the phones and seeing in the inbox every week.