The mental model
Ask yourself: What is happening in the prospect’s world right now that makes them more receptive to my pitch? Different signals for different products:I sell to sales leaders
I sell to sales leaders
Best signals:
- They’re hiring (Sales department) — team is growing, tooling gaps appear
- New leadership (VP Sales just joined) — new leader = new stack decisions in first 90 days
- Funding raised (Series A / B) — they’re scaling the go-to-market
I sell to marketing leaders
I sell to marketing leaders
Best signals:
- Posted about a topic — attribution, ABM, growth (your product’s category)
- Engaged with a competitor’s post — evaluation-window catch
- Funding raised — new budget for marketing
I sell to engineering leaders
I sell to engineering leaders
Best signals:
- They’re hiring (Engineering department) — pain of scaling
- Posted about a topic — DevOps, reliability, security (your product’s category)
- Funding raised — engineering scale-up phase
I sell to founders / CEOs
I sell to founders / CEOs
Best signals:
- Funding raised — right after a raise, they’re focused on execution
- New leadership (they just hired their first Head of X) — team is scaling
- They’re hiring — general growth signal
I sell to HR / People leaders
I sell to HR / People leaders
Best signals:
- They’re hiring — pain of scaling
- New leadership (Head of People just joined) — new leader = new systems
- Funding raised — headcount ramp
Signal-by-signal breakdown
💰 Funding raised recently
Great for:- Selling anything expensive that requires budget
- Selling growth infrastructure
- Timing with the “we just closed” moment (< 60 days from announcement is peak)
- Stages — pick which rounds count (seed, Series A, B, C, etc.)
- Recency — how recent (30 / 60 / 90 / 180 / 365 days)
Saw your Series A announcement — congrats. Founders at that stage usually run into [X] — happy to share how [Y other company] handled it.
📈 They’re hiring
Great for:- Selling tools that scale with team size
- Selling infrastructure (CRM, ATS, HRIS, etc.)
- Timing with the “team is growing → tooling gaps appear” moment
- Departments — Sales, Engineering, Marketing, People, etc.
- Minimum open jobs — 3+ posted in that department
- Window — last 30 / 60 / 90 days
Noticed you’re hiring 5 SDRs — that’s the moment when onboarding time bloats. Curious if you’ve got a plan for it.
👔 New leadership joined
Great for:- Selling anything a new leader would evaluate in their first 90 days
- Timing with “leader change = tool change” window (~40% of new VPs swap key tooling in first 6 months)
- Titles that count — CEO, VP Sales, Head of Marketing, etc.
- Recency — last 30 / 60 / 90 days since they joined
Congrats on the new role at Acme. Curious how the [X function] tooling looks — happy to share how peers at [similar company] structure it.
🎯 Engaged with competitor’s post
Great for:- Catching prospects mid-evaluation
- Very high intent (they’re actively looking)
- Competitors — paste their LinkedIn company URLs
- Timeframe — last N days
- Engagement type — comments (higher intent) or reactions + comments
Saw your comment on [Competitor]‘s post about [topic]. We had a similar debate internally — happy to share how we think about it.
🎁 Engaged with a specific post URL
Great for:- Catching people who engaged with content you know is relevant
- Amplifying your own posts (find who engaged, reach out to the qualified ones)
- Post URL — paste the exact LinkedIn post URL (yours or a competitor’s or a thought-leader’s)
- Engagement type — comments only, reactions + comments
Saw your comment on [Post Author]‘s post about [topic]. Loved your take on [specific point they made].
📢 Posted about keywords
Great for:- Finding people actively thinking about topics in your space
- Positioning yourself as a peer with a POV, not a vendor
- Keywords — words or phrases (e.g., “attribution”, “product-led growth”, “SDR ramp”)
- Timeframe — last N days
Your post on [keyword] hit a nerve. We had a similar internal debate — the point you made about [specific] was spot on.
Combining signals
You can pick multiple signals on one Watchlist Agent. Two modes:- Any (default) — a prospect matches if ANY signal fires
- All — a prospect matches only if EVERY signal fires (much narrower)
Which signal delivers the highest reply rate?
Based on aggregate reply-rate data across Guhan users:| Signal | Median reply rate |
|---|---|
| Engaged with specific post URL | ~12% |
| Engaged with competitor’s post | ~10% |
| New leadership joined | ~9% |
| Funding raised recently | ~7% |
| They’re hiring | ~6% |
| Posted about keywords | ~5% |
| No signal (ICP only) | ~2-3% |
Related
Signal catalog
Every signal with full parameter reference.
Create a Watchlist Agent
Full walkthrough.
