expansion-signal-spotter（扩展信号观测器）

Expansion Signal Spotter

Find expansion revenue hiding in your existing customer base. Monitors accounts for signals that indicate they're ready to buy more — before they ask or before a competitor gets there first.

Built for: CS teams and founders at early-stage companies where expansion revenue is the fastest path to growth. You already have the relationship — this skill finds the timing.

When to Use

• "Which customers are ready to expand?"
• "Find upsell opportunities in our accounts"
• "Run the weekly expansion signal scan"
• "Who should I pitch [new feature/tier] to?"
• "Monitor customer accounts for growth signals"

Phase 0: Intake

Account Data

1. Customer list — CSV or sheet with: company name, domain, primary contact LinkedIn URL, current plan/tier, MRR/ARR, seats/usage
2. Product tiers — What plans exist? What triggers an upgrade? (e.g., "Pro → Enterprise at 50+ seats")
3. Cross-sell products — Any add-ons or adjacent products you can sell?

Signal Configuration

1. Expansion triggers — What signals mean "ready to buy more" for your product?

- Team growth (new hires in relevant roles) - Funding announcement - Usage hitting plan limits - New department/use case interest - Champion promoted (more budget authority)

1. Key contacts to monitor — LinkedIn URLs of champions, decision-makers per account (if available beyond primary)

Filters

1. Minimum account value — Only scan accounts above $X MRR? (Focus effort)
2. Accounts to exclude — Any accounts in active churn risk, paused, or in dispute

Phase 1: Signal Detection

1A: Team Growth Signals

For each customer, search for hiring activity:

Search: "[company name]" hiring OR "we're hiring" OR "join our team"
Search: site:linkedin.com/jobs "[company name]" [relevant role keywords]
Search: "[company name]" "head of" OR "director of" OR "VP" [your product's domain]

Signals to detect:

1B: Funding & Financial Signals

Search: "[company name]" funding OR raised OR "series" OR investment 2026
Search: "[company name]" revenue OR growth OR expansion

1C: Product Usage Signals (if usage data available)

From internal data, flag:

1D: Public Signal Monitoring

Search: "[company name]" launch OR "new product" OR partnership OR expansion
Search: "[company name]" "[your product category]" OR "[related use case]"

1E: Champion & Stakeholder Signals

If monitoring champion LinkedIn profiles:

Search: "[champion name]" promoted OR "new role" OR "excited to announce"

Phase 2: Opportunity Scoring

Score each expansion opportunity:

Expansion Score = Signal Strength × Account Value × Timing

Signal Strength (1-5):
  5 = Approaching plan limit + funding + team growth (multiple signals)
  4 = Strong usage signal + one external signal
  3 = One strong external signal (funding, hiring)
  2 = Usage trending up, no external confirmation
  1 = Weak or single minor signal

Account Value (multiplier):
  2.0x = Top 20% accounts by MRR
  1.5x = Mid-tier accounts
  1.0x = Smaller accounts

Timing (multiplier):
  2.0x = Signal detected this week (fresh)
  1.5x = Signal detected this month
  1.0x = Signal older than 30 days

Opportunity Tiers

Phase 3: Talk Track Generation

For each Hot and Warm opportunity, generate:

ACCOUNT: [Company Name]
CURRENT PLAN: [Plan] — $[MRR]/mo
EXPANSION TYPE: [Upsell / Cross-sell / Volume increase]
ESTIMATED EXPANSION: $[additional MRR]/mo

SIGNALS:
- [Signal 1] — [Source + date]
- [Signal 2] — [Source + date]

EXPANSION OPPORTUNITY:
[2-3 sentences: What should they buy and why now?]

TALK TRACK:
"[Opening line — connects the signal to their business goals, not your quota]"

"[Value bridge — how the expansion directly helps with what they're already trying to do]"

"[Soft ask — suggest next step without pressure]"

TIMING: [Why now is the right time — tied to signal]

RISK: [What could block this — budget freeze, champion change, etc.]

Phase 4: Output Format

# Expansion Signal Report — Week of [DATE]
Accounts scanned: [N]
Total expansion pipeline identified: $[X] additional MRR

---

## Summary

| Tier | Opportunities | Potential MRR |
|------|--------------|---------------|
| 🔥 Hot | [N] | $[X]/mo |
| 🟡 Warm | [N] | $[X]/mo |
| 👀 Watch | [N] | $[X]/mo |

---

## 🔥 Hot Opportunities

### [Company 1] — Current: $[X]/mo → Target: $[Y]/mo (+$[Z])
**Signals:** [list]
**Expansion type:** [Upsell to Enterprise / Add 20 seats / Cross-sell analytics]
**Talk track:** "[scripted opener]"
**Next step:** [Specific action + date]

### [Company 2] — ...

---

## 🟡 Warm Opportunities

### [Company] — Current: $[X]/mo | Signal: [brief]
**Recommended touchpoint:** [What to do — e.g., "Send case study of similar customer who expanded"]

---

## 👀 Watch List

| Account | Signal | Next Check |
|---------|--------|------------|
| [Name] | [Signal] | [Date] |

---

## Trends

- [N] accounts showing team growth signals (potential seat expansion)
- [N] accounts approaching usage limits
- [N] accounts with new funding (potential tier upgrade)

## Expansion Playbook Priority

This week, focus on:
1. **[Account]** — [Why: highest value + strongest signal]
2. **[Account]** — [Why]
3. **[Account]** — [Why]

Save to the current working directory or wherever the user prefers (e.g., expansion/expansion-signals-[YYYY-MM-DD].md).

Scheduling

Run weekly:

0 8 * * 2 python3 run_skill.py expansion-signal-spotter

Cost

Tools Required

• web_search — for funding, news, hiring signals
• fetch_webpage — for career pages and announcements
• Optional: linkedin-profile-post-scraper for champion monitoring
• Optional: job-posting-intent for structured hiring signal detection

Trigger Phrases

• "Find expansion opportunities in our accounts"
• "Which customers are ready for an upgrade?"
• "Run the expansion signal scan"
• "Weekly expansion opportunity report"