signal-monitoring（信号监测）

Signal Monitoring

Identify high-intent prospects by monitoring buying signals including funding events, hiring patterns, technology changes, and company triggers.

When to Use This Skill

• Building signal-based outreach campaigns
• Prioritizing outbound targets
• Identifying timing for re-engagement
• Creating trigger-based sequences
• Training SDRs on signal recognition

Methodology Foundation

Based on Bombora Intent Data methodology and 6sense Buying Signal research, categorizing:

• Funding signals (budget available)
• Hiring signals (need emerging)
• Technology signals (evaluation in progress)
• Company signals (change = opportunity)

What Claude Does vs What You Decide

Instructions

Step 1: Define Signal Categories

Funding Signals (Strong):

Hiring Signals (Strong):

Technology Signals (Medium):

Company Signals (Medium):

Step 2: Create Response Playbooks

For each signal:

1. Define ideal response time
2. Create outreach template
3. Specify personalization points
4. Set follow-up cadence

Step 3: Monitor and Score

Signal Scoring:

Priority = Signal Strength × Recency × ICP Fit

Example:
- Series B (Strong) × This week (Fresh) × Tier 1 (Perfect)
- = High × High × High = TOP PRIORITY

Examples

Example 1: Signal Playbook

Output:

## Signal-Based Outreach Playbook

### Signal 1: Funding Announcement

**Signal Type:** Series A/B Funding
**Strength:** Very Strong
**Response Window:** 24-72 hours

**Why It Matters:**
- Budget just became available
- Growth mode activated
- Leadership making tool decisions
- Competitors will also reach out

**Outreach Template:**

Subject: Congrats on the Series [A/B], [FirstName]!

Hi [FirstName],

Just saw the news about [Company]'s Series [A/B]—congrats! $[Amount] to [stated use] is exciting.

I work with a lot of [similar companies] at your stage, and the #1 thing I hear is "[common challenge at this stage]."

Curious if that resonates? Would love to share what [similar customer] did when they hit this growth phase.

[Your name]

**Personalization Points:**
- Amount raised
- Stated use of funds
- Similar stage customers
- Their specific challenge

**Sequence:**
- Day 0: Email (above)
- Day 2: LinkedIn connect
- Day 4: Follow-up email
- Day 7: LinkedIn voice note
- Day 10: Final attempt

---

### Signal 2: Key Hire

**Signal Type:** VP Sales or CRO Hired
**Strength:** Very Strong
**Response Window:** 2-4 weeks post-start

**Why It Matters:**
- New leaders make changes in first 90 days
- They bring fresh perspective
- Often allocated budget for new tools
- Eager to make impact

**Outreach Template:**

Subject: Welcome to [Company], [FirstName]

Hi [FirstName],

Saw you just joined [Company] as [Title]—congrats! The move from [Previous Company] to [Company] looks like a great fit.

Quick question: what's on your 90-day priority list?

I ask because a lot of new [Titles] I talk to are focused on [common priority], and we help with exactly that.

No pitch—just curious if that's on your radar.

[Your name]

**Timing:**
- Week 2-3 after start date
- Avoid first week (onboarding chaos)
- Before 90-day planning locked in

---

### Signal 3: G2 Category Research

**Signal Type:** Product Research Intent
**Strength:** Strong
**Response Window:** Immediate

**Why It Matters:**
- Active buying signal
- They're comparing solutions
- Decision timeline is short
- First mover advantage

**Outreach Template:**

Subject: Saw you're researching [Category]

Hi [FirstName],

I noticed [Company] has been looking into [Category] solutions.

Rather than add to the noise, I'll just say: we work with [X] companies like [Similar Customer], and the main reason they chose us was [key differentiator].

If you're still evaluating, happy to share a quick comparison or even just the questions you should be asking vendors (even if you don't pick us).

Worth a 15-minute call?

[Your name]

**Urgency:** High—competitors seeing same signal

Example 2: Signal Analysis

Input:

Analyze these signals for TargetCo:

Recent signals:
1. Series B funding ($25M) announced yesterday
2. Posted VP Sales job 2 weeks ago
3. Showing on G2 for "sales engagement" category
4. CEO posted about "scaling the sales team" last week
5. Currently uses Salesforce (good fit)

Output:

## Signal Analysis: TargetCo

### Signal Summary

| Signal | Type | Strength | Recency |
|--------|------|----------|---------|
| Series B ($25M) | Funding | 🔥 Very Strong | Yesterday |
| VP Sales posting | Hiring | 🔥 Very Strong | 2 weeks |
| G2 research | Intent | 🔥 Strong | Active |
| CEO post on scaling | Social | 🟢 Medium | Last week |
| Salesforce user | Tech | 🟢 Good fit | Current |

### Composite Score: 95/100 🎯 IMMEDIATE ACTION

---

### Signal Interpretation

**1. Series B + VP Sales = Perfect Storm**
- Money is available (Series B)
- They're building sales leadership (VP Sales)
- New VP will want to bring tools (90-day window)
- This is the exact moment to engage

**2. G2 Research = Active Buyer**
- They're not just thinking about it
- They're actively evaluating solutions
- Decision timeline: likely 30-60 days
- Competitors are also seeing this signal

**3. CEO Public Signal = Top-Down Priority**
- CEO talking about scaling = company priority
- Budget will be allocated
- Leadership alignment likely

---

### Recommended Approach

**Timing:** Engage TODAY
This combination of signals is rare. Every day delayed = competitor advantage.

**Multi-Channel Attack:**

**Day 0 (Today):**
- [ ] Email CEO with funding congrats
- [ ] Email VP Sales job inbox (if can find)
- [ ] LinkedIn connection to CEO
- [ ] LinkedIn connection to current Head of Sales

**Day 1:**
- [ ] Follow-up to anyone who opened
- [ ] LinkedIn voice note to CEO

**Day 3:**
- [ ] Second email with customer proof point
- [ ] Find other contacts in sales org

**Day 7:**
- [ ] Final push before VP Sales hire arrives

---

### Outreach Template (Priority)

Subject: Re: Series B + sales team scaling

Hi [CEO Name],

Congrats on the Series B! $25M to scale the team is exciting.

I noticed you're also hiring a VP Sales and researching sales engagement tools on G2—that's a perfect trifecta for building a world-class sales org.

Quick thought: a lot of CEOs I talk to say their biggest regret was waiting until the VP joined to evaluate tools. The VP inherits whatever you've already decided, and you lose 30-60 days.

Would you want to see what [Similar Company] did before their VP started? 15 minutes?

[Your name]

---

### Competitive Alert

**Assumption:** Competitors see same G2 signal.

**Response:**
- Move faster than competition
- Lead with insight, not pitch
- Offer value before they engage others
- Name-drop similar customers

---

### Success Probability

| Scenario | Probability |
|----------|-------------|
| Meeting booked in 7 days | 35% |
| Meeting booked in 30 days | 55% |
| Eventual opportunity | 70% |
| No engagement | 30% |

**Why High Probability:**
- Multiple strong signals aligned
- Timing is perfect
- Tech fit confirmed
- Active research behavior

Skill Boundaries

What This Skill Does Well

• Categorizing signal types
• Creating response playbooks
• Interpreting signal combinations
• Prioritizing outreach timing

What This Skill Cannot Do

• Access signal databases
• Monitor signals automatically
• Know internal buying dynamics
• Guarantee signal accuracy

When to Escalate to Human

• Strategic accounts
• Signal interpretation unclear
• Competitive situation
• Executive engagement

References

• Bombora Intent Data Methodology
• 6sense Buying Signal Research
• ZoomInfo Intent Data Guide
• SalesLoft Signal-Based Selling

Related Skills

• icp-matching - Qualify signal accounts
• outbound-sequencer - Build signal sequences
• prospecting-research - Deep dive on signals

Skill Metadata

• Domain: SDR Automation
• Complexity: Intermediate
• Mode: cyborg
• Time to Value: 30 min per signal playbook
• Prerequisites: Signal source access