Measure and optimize growth using the AARRR (Pirate Metrics) framework with stage-specific KPIs and funnel analysis
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Track buying signals like funding announcements, job postings, tech changes, and company news to identify sales-ready prospects
日本語の概要は準備中です。原文の説明を表示しています。
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Identify high-intent prospects by monitoring buying signals including funding events, hiring patterns, technology changes, and company triggers.
Based on Bombora Intent Data methodology and 6sense Buying Signal research, categorizing:
| Claude Does | You Decide |
|---|---|
| Categorizes signal types | Signal priority weights |
| Interprets signal meaning | Outreach timing |
| Suggests response templates | Personalization approach |
| Identifies signal sources | Tool investments |
| Creates monitoring playbooks | Team assignments |
Funding Signals (Strong):
| Signal | Meaning | Response Time |
|---|---|---|
| Series A | Growth mode, building | 48 hours |
| Series B | Scaling, process needs | 24 hours |
| Series C+ | Enterprise ready | 1 week |
| IPO filing | Compliance focus | 2 weeks |
Hiring Signals (Strong):
| Signal | Meaning | Response Time |
|---|---|---|
| VP Sales hired | New leadership, new tools | 30 days |
| SDR team building | Scaling outbound | Immediate |
| RevOps hire | Process improvement | 1 week |
| Your buyer's title | Decision maker in seat | 48 hours |
Technology Signals (Medium):
| Signal | Meaning | Response Time |
|---|---|---|
| G2/Capterra research | Active evaluation | Immediate |
| Competitor uninstall | Opening created | 24 hours |
| Stack changes | Modernization | 1 week |
| Job posts w/ your tool | Already considering | 48 hours |
Company Signals (Medium):
| Signal | Meaning | Response Time |
|---|---|---|
| New office/expansion | Scaling | 1 week |
| M&A announcement | Integration needs | 2-4 weeks |
| New product launch | Growth initiative | 1 week |
| Leadership change | New priorities | 30 days |
For each signal:
Signal Scoring:
Priority = Signal Strength × Recency × ICP Fit
Example:
- Series B (Strong) × This week (Fresh) × Tier 1 (Perfect)
- = High × High × High = TOP PRIORITY
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
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
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Measure and optimize growth using the AARRR (Pirate Metrics) framework with stage-specific KPIs and funnel analysis
日本語の概要は準備中です。原文の説明を表示しています。
Calculate A/B test statistical significance. Use when: determining if test results are significant; calculating required sample size; estimating test duration; analyzing conversion experiments; making data-driven decisions
日本語の概要は準備中です。原文の説明を表示しています。
Assess customer account health using product usage, support sentiment, payment status, and relationship signals
日本語の概要は準備中です。原文の説明を表示しています。
Analyze paid advertising performance across channels and recommend budget reallocation to maximize ROAS and minimize CAC. Use when: planning quarterly ad budget allocation, diagnosing underperforming ad channels, deciding whether to scale spend on a channel, calculating marginal ROI across Google Ads, Meta, LinkedIn, or TikTok, rebalancing media mix after performance shifts, or setting up a test-and-scale framework for new channels.
日本語の概要は準備中です。原文の説明を表示しています。
Use when testing skills, commands, or agents for quality. Use after creating new skills, before deploying agents, or when debugging inconsistent agent behavior. Triggers on "evaluate", "test quality", "is this skill working", or QA of AI workflows.
日本語の概要は準備中です。原文の説明を表示しています。
Use when analyzing server logs to understand how AI crawlers (GPTBot, ClaudeBot, PerplexityBot) interact with your site. Use when optimizing content placement for LLM retrieval, diagnosing why AI search isn't citing your content, or auditing crawl patterns to find optimization gaps.
日本語の概要は準備中です。原文の説明を表示しています。