How to catch buying signals before the first call

Most teams wait for a form fill. The useful work happens earlier: a hire, a post, a stack change. This is a field note on catching that motion before anyone books a demo.

A buying signal is not a vibe. It is a public change that makes a problem more expensive to ignore. New quota, a competitor win, a missing owner, a product launch with no sales motion behind it. If you treat every website visit as intent, you will drown. If you wait for inbound, you will arrive after the shortlist is already written.

For the wider process—from defining an account to making the first contact—read What Is Sales Prospecting?. If you are evaluating software that helps surface or prioritize signals, start with AI sales tools to compare and preserve a human check on the evidence.

The account is in-market when the cost of staying the same just went up.

Working definition

Three places signals actually show up

You do not need a 40-source intent suite to start. You need a small list of accounts, and a weekly pass through the places those accounts already talk. Keep the pass boring. Boring is how it survives Monday.

1. People

New titles are the loudest free signal in B2B. A VP of Sales who joined 30 days ago is rewriting the stack. A RevOps hire is about to clean the CRM. A ‘Head of Growth’ in a company that never had one is about to buy tools they cannot staff yet.

• New sales, marketing, or RevOps leaders in the last 60 days
• Quota-carrying roles posted more than once — they are not filling a seat, they are building a motion
• Former buyers now at a new company; they already know your category

2. Public work

Job posts, changelog notes, and help-center articles leak the operating system. A listing that mentions Salesforce, Outreach, and a data vendor is a stack map. A help article titled ‘How to export your contacts’ is a migration in progress.

3. Motion in the market

Funding is a lazy signal by itself. Pair it with a reason to buy now: a region they just opened, a product they just launched, or a competitor they just lost to. The funding is the budget. The reason is the email.

A 12-minute weekly pass

Signals rot. A hire from last quarter is already buried in vendor mail. The pass below is meant to be done with coffee, not a war room.

1. Open your 25 accounts. Scan LinkedIn, careers pages, and the company blog. Capture only what changed.
2. Tag each change as people, stack, or motion. One tag is enough.
3. Write the one-sentence ‘why now’ before you touch a sequencer.
4. Send to the person who owns the new pain — not the person who took the last demo.

Website visits without a story. G2 traffic with no hire, no post, no launch. A like on your CEO’s thought leadership. Those are noise dressed as intent. Your calendar cannot afford them.

If the signal cannot change the first line of the email, it is not a signal. It is a notification.

How to use the signal on the call

Do not open with ‘I saw you posted a job.’ Open with the problem the job implies. ‘You are hiring three AEs before a RevOps owner lands — the CRM will lie to you by week six.’ Then ask if that is the fire they meant to start.

If they say no, you learned something cheaper than a demo. If they say yes, you skipped the logo slide. That is the whole point of reading the public web like an operator instead of a researcher.