Your first broad list shows which industries bite, but it still treats every company inside a segment as equal. The fastest way to surface warmer prospects is to layer intent signals, moments when a firm raises its hand and says, I need help now. Most databases collect these clues; you only have to turn the filters on and export the rows.
The steps here are for Apollo. Sign up via this link to get started.
Job-listing signals
Recruiters post openings the moment a pain grows bigger than the payroll cost. Open the Job Posts filter in Apollo or Lemlist and type titles that link directly to your offer. A PR agency might search “Publicist,” “Communications Manager,” or “Crisis Lead.” Anyone advertising those roles already feels the problem you solve, so replies come faster. Export the matches and tag them Hiring-now in your spreadsheet; give that segment first place in the send queue.
Funding-round signals
Next, open Funding & Financials and pull companies in an active Seed or Series A raise or those that closed within the past year. Fresh capital means the founders need quick traction and have room in the budget. Skip the well-worn “just raised Series B” lists; they drown in vendor pitches and your message will blend in.
Growth or contraction signals
Use Employee-count Trend to spot firms that added head-count quarter over quarter or that shrank sharply. Fast growers crave tools that scale; cutters look for cost savers. Mark each contact “Growing” or “Cutting costs,” then write an opener that acknowledges their situation.
Interest-based signals
In Apollo’s Intent panel search for keywords the platform tracks across content consumption and tech installs. A cybersecurity vendor could filter for spikes in “MFA” or “Password Manager.” The data lags a few weeks, so treat it as a warm pool rather than a hotline.
News and spotlight signals
Filter for organisations Recently mentioned in the news. When a company lands press coverage it often wants to ride the momentum. Export the list, label it “In-the-media,” and reference the article in your first sentence to prove you did your homework.
Assemble the master list
Download each signal set as a separate CSV, add a column that notes the trigger (Hiring, Funding, Growing, etc.), append them into one sheet, and de-duplicate by email. Upload the cleaned file to Lemlist or Apollo and build sending segments around each trigger so every prospect receives a message that mirrors the context you discovered.
What you gain
Signal-based lists cut through broad targeting and hand you prospects who have publicly admitted a need. Combine two or three triggers say, a 25-person bookkeeping firm hiring a “Senior Accountant” right after securing a small-business loan and reply rates rise without inflating send volume.