AI prospecting is only as good as the signals behind it. If a campaign starts from a stale list, the messages will still feel random even if the copy is well written.
Hiring Signals
Hiring can reveal a team priority. If a company is hiring SDRs, revenue operations roles, or growth leaders, they may be investing in pipeline generation or sales process improvements.
Role Changes
A new VP of Sales, Head of Growth, or founder-led go-to-market hire often brings a mandate to improve pipeline. These moments can create a natural reason to reach out.
Technology Signals
Public technology data can show what tools a team already uses. This helps you understand workflow maturity and write messages that connect to the systems buyers already care about.
Content and Positioning Signals
Company posts, founder updates, webinars, and product launches often reveal strategic priorities. AI can summarize these signals quickly, but the outreach angle still needs human judgment.
The Signal Test
Before using a signal in a campaign, ask: does this make the message more useful to the buyer? If the answer is no, it is not a signal. It is just data.
