# Market Intelligence Agent

**Agent Name:** Market Intelligence Agent
**Role:** Bi-weekly competitive landscape analyst
**Frequency:** Every other Wednesday at 9:00 AM
**Output Channel:** Slack (#competitive-intel)
**Run Time:** ~25 minutes

---

## PURPOSE

You launched a new feature on Tuesday. Wednesday morning, a competitor announces something eerily similar. Friday, you find out they've been working on it for 6 months. You feel blindsided.

Or worse: your sales team loses a deal to a competitor, and nobody on the product team knows why. The CRM note says "They have better X" but you don't know if that's true, what "better" means, or what to do about it.

The Market Intelligence Agent runs bi-weekly and goes deep into your competitive landscape. It's not a surface-level feature checklist. It analyzes win/loss data from your sales team, tracks M&A activity and funding rounds, monitors strategic pivots in competitor positioning, and identifies gaps in your competitive parity matrix.

This agent is how you stay ahead instead of chasing.

---

## DATA SOURCES

### 1. **Competitor Activity** (Websites, Blogs, Changelogs, Twitter/LinkedIn)
**Query:**
- Competitor websites: any homepage changes? New product positioning?
- Competitor blogs: recent articles (suggest strategy/focus changes)
- Competitor changelogs/release notes: new features announced in last 2 weeks
- Competitor social media: product announcements, partnerships, hiring announcements
- Extract: Company name, announcement, date, what it signals about their strategy

**Extraction Rule:**
- New feature launch = product roadmap signal
- Hiring announcement = skill/capability investment signal
- Partnership announcement = market/customer expansion signal
- Positioning change = strategic shift signal

### 2. **Industry News & Publications** (Crunchbase, PitchBook, TechCrunch, industry blogs)
**Query:**
- Funding rounds (for competitors and adjacent companies)
- M&A activity (acquisitions, who bought whom)
- Analyst reports (Gartner, Forrester, etc.)
- Industry trends pieces
- Extract: Company, announcement, date, what it means for competitive landscape

**Extraction Rule:**
- Competitor raising Series X = They're accelerating / expanding
- Competitor acquired by [company] = Market consolidation / strategic positioning change
- Analyst report ranking = Our competitive position per third parties

### 3. **CRM Win/Loss Data** (Salesforce, HubSpot, custom tracking)
**Query:**
- All deals closed in last 2 weeks: won and lost
- For lost deals: reason for loss, competitor mentioned (if applicable), account size, deal date
- For won deals: reason we won, what competitor we beat (if applicable)
- Extract: Deal date, account, decision reason, competitor, deal size (ARR or revenue)

**Extraction Rule:**
- "Lost to [competitor]" = Direct competitive loss
- "Lost to [feature/reason]" = Identifies our gap
- "Won vs [competitor]" + reason = Identifies our strength

### 4. **Sales Call Competitive Mentions** (Slack notes, Gong transcripts, Hubspot notes)
**Query:**
- All sales calls in last 2 weeks
- Search for competitive mentions: "competitor is better at", "they have", "compared to"
- Extract: Competitor name, what they mentioned as better/different, call date, deal status
- Themes: Are we hearing the same concern repeatedly?

**Extraction Rule:**
- Same competitive mention in 3+ calls = Pattern, not one-off
- Competitive mention in late-stage deal = Matters for close

### 5. **Customer Switching Signals** (Support tickets, NPS comments, customer calls)
**Query:**
- Support tickets mentioning competitor alternatives
- NPS/CSAT comments mentioning competitive alternatives
- Customer call notes with mentions of "evaluating alternatives"
- Extract: Customer name, what they said about alternatives, date, sentiment

**Extraction Rule:**
- "Evaluating [competitor]" = Customer is actively considering switch
- "Heard good things about [competitor]" = Competitor has awareness/brand strength

### 6. **Investor & Analyst Reports** (If applicable to your industry)
**Query:**
- Latest analyst reports (Gartner Magic Quadrant, Forrester Wave, etc.)
- Investor reports on your space
- Strategic positioning from analysts
- Extract: How are you ranked? Competitors? Positioning assessment

---

## REPORT STRUCTURE

### 1. EXECUTIVE SUMMARY

One-paragraph summary of competitive landscape movement this week.

**Format:**
```
[Week of MMM DD]: Competitive landscape [stable/shifting].
Key movement: [Competitor X launched Y / Competitor Z acquired / Market trend].
Threat level: [Low/Medium/High].
What we should do: [One recommended action].
```

### 2. MARKET LANDSCAPE SHIFTS

What's changing in the competitive space?

**Format:**
```
**New Entrants**
- [Company]: Entering market with [positioning]. Funding: $X. Target segment: [Customer type].
  - Threat assessment: [High/Medium/Low]. Why: [their strengths vs our weaknesses]
  - Our response: [What should we do?]

**Exits (Companies Leaving)**
- [Company]: [Why they're exiting]. Customers likely to switch to: [Company A, Company B].

**Pivots (Companies Changing Strategy)**
- [Company]: Was positioned as [old position]. Now positioned as [new position].
  - What this signals: [Strategic shift interpretation]
  - Impact on us: [Does this help or hurt?]

**M&A Activity**
- [Acquirer] acquired [Acquisition] for $[X]M.
  - Strategic implication: [Why would they buy this? What capability gap were they filling?]
  - Threat to us: [Does their new combined offering compete with us?]

**Funding News**
- [Competitor]: Raised Series X for $X | Lead investor: [Investor] | Valuation: $X
  - What this means: [Product roadmap signal? Market expansion?]
  - Timeline pressure: [Will they accelerate to market?]
```

### 3. COMPETITIVE FEATURE PARITY MATRIX

Where we lead, where we lag, what's new.

**Format:**
```
| Feature / Capability | Us | [Competitor A] | [Competitor B] | [Competitor C] | Winner | Notes |
|---|---|---|---|---|---|---|
| [Capability] | ⭐⭐⭐ | ⭐⭐ | ⭐ | ⭐⭐⭐ | Tie (A/C) | They're strong here too |
| [Capability] | ⭐⭐ | ⭐⭐⭐ | ⭐⭐ | ⭐ | Competitor A | We lag here |
| [Capability] | ⭐⭐⭐ | ⭐⭐ | ⭐⭐ | ⭐⭐⭐ | Tie (us/C) | Clear competitive strength |
| [Capability] | ⭐⭐⭐ | ⭐ | ⭐⭐ | ⭐ | Us | Significant advantage |

**Legend:**
- ⭐⭐⭐ = Best in class / Market leader
- ⭐⭐ = Competitive / Good enough
- ⭐ = Weak / Needs work
- ❌ = Not available

**New This Week:**
- [Competitor A] launched [Feature]: Changes parity from [old state] to [new state]. Impact: [How does this affect us?]
```

### 4. WIN/LOSS ANALYSIS (Last 2 Weeks)

Why did we win? Why did we lose?

**Format:**
```
**DEALS WON: [N] deals | Total ARR: $[X]**

| Customer | ARR | Competitor | Primary Reason We Won | Notes |
|---|---|---|---|---|
| [Customer] | $[X] | [Competitor] | [Reason: e.g., better UI / lower price / stronger API] | [Context] |
| [Customer] | $[X] | [Competitor] | [Reason] | [Context] |

Winning factors this week:
- [Factor]: Mentioned in N wins
- [Factor]: Mentioned in N wins
- [Factor]: Mentioned in N wins

Pattern: [What do won deals have in common?]

---

**DEALS LOST: [N] deals | Total ARR: $[X]**

| Customer | ARR | Lost To | Primary Reason We Lost | Notes |
|---|---|---|---|---|
| [Customer] | $[X] | [Competitor] | [Reason: e.g., missing feature / expensive / poor support] | [Context] |
| [Customer] | $[X] | [Competitor] | [Reason] | [Context] |
| [Customer] | $[X] | [Competitor] | [Reason] | [Context] |

Losing factors this week:
- [Factor]: Mentioned in N losses
- [Factor]: Mentioned in N losses

Pattern: [What's making us lose? Is it the same competitor? Same reason? Same customer type?]

**Competitive Losses Only:**
| Lost To | Frequency | Primary Reason | Customer Segment | Win-back Opportunity |
|---|---|---|---|---|
| [Competitor A] | 3 losses | [Reason] | [Segment] | [How could we win them back?] |
| [Competitor B] | 1 loss | [Reason] | [Segment] | [Strategy] |

Interpretation: [Who's our most dangerous competitor? Why are we losing to them specifically?]
```

### 5. CUSTOMER SWITCHING SIGNALS

Who's thinking about leaving? Why?

**Format:**
```
**Evaluating Alternatives:**
- [Customer Name] | [ARR] | Signal: Mentioned [Competitor X] in support ticket
- [Customer Name] | [ARR] | Signal: NPS comment: "Competitor has better X"
- [Customer Name] | [ARR] | Signal: Sales call: "Evaluating [Competitor Y]"

**Risk Assessment:**
- High Risk (actively comparing, weak loyalty): [N] customers | [Total ARR]
- Medium Risk (mentioned alternatives but seems committed): [N] customers | [Total ARR]
- Low Risk (casual mention, no serious evaluation): [N] customers | [Total ARR]

**Action Required:**
- [Customer Name]: Risk factor [specific feature/pricing]. Mitigation: [Action plan]. Owner: [Name]. Target: [Date]
```

### 6. COMPETITIVE MESSAGING & POSITIONING ANALYSIS

How are competitors positioned? How are we positioned?

**Format:**
```
**Competitor A Positioning:**
- Headline: "[Their main claim]"
- Target segment: [Customer type]
- Primary messaging: [What they emphasize]
- Key differentiators claimed: [Features they highlight]
- Pricing: [How they position cost]

**Competitor B Positioning:**
[Same format]

**Our Positioning (from website/sales):**
- Headline: "[Our main claim]"
- Target segment: [Customer type]
- Primary messaging: [What we emphasize]
- Key differentiators: [Features we highlight]
- Pricing: [How we position cost]

**Positioning Gaps:**
- [Competitor] is claiming [position] that we're not claiming.
- Customer perception might be: [Implication]
- Opportunity: [Could we position differently?]
```

### 7. STRATEGIC WATCH LIST

Competitors/companies to monitor closely over next 2 weeks.

**Format:**
```
**WATCH CLOSELY:**
- [Competitor]: Expected to announce [what you're expecting]. Timing: [when]. Why it matters: [Impact on us]
- [Company]: Hiring aggressively for [skill]. Signal: [What does this mean?]
- [Analyst firm]: Releasing Magic Quadrant/Wave report in [timeframe]. We should: [Prepare for this]

**MEDIUM PRIORITY:**
- [Company]: Raising Series X capital. Could accelerate or pivot. Monitor for announcements.
- [Competitor]: Installed [customer we care about]. Potential reference risk.
```

### 8. STRATEGIC RECOMMENDATIONS

What should we do based on this competitive intelligence?

**Format:**
```
**Recommendation 1: [Action]**
- Why: [Competitive threat / opportunity]
- Rationale: [Why this matters]
- Timeline: [When should we do this]
- Owner: [Who should lead]
- Impact: [What changes if we do this?]

**Recommendation 2: [Action]**
[Same format]

**Recommendation 3: [Action]**
[Same format]
```

**Examples:**
- "Accelerate feature X roadmap. Competitor A launching similar in 4 weeks. We should ship first to own the narrative."
- "Revise positioning around [capability]. Competitor B claiming market leadership in space we invented. We're losing positioning war."
- "Invest in [feature]. 3 lost deals this week mentioned it. This is now table-stakes for our segment."
- "Prepare customer defense strategy for [accounts]. Multiple switching signals. Sales should have response ready."

---

## HOW TO SET IT UP

### Step 1: Identify Your Competitors
- List primary competitors (direct feature competitors)
- List secondary competitors (companies winning deals against you)
- List emerging threats (funded startups in your space)
- Total: usually 5-8 companies to monitor closely

### Step 2: Set Up Competitor Monitoring
- For each competitor: subscribe to their blog, changelog, LinkedIn
- Use tools like: Crunchbase, PitchBook, Twitter/LinkedIn lists
- Create a shared Slack channel to collect competitive intelligence
- Assign someone to monitor each competitor (or rotate)

### Step 3: Connect CRM/Sales Data
- Get read access to Salesforce, HubSpot, or your CRM
- Query for: deals won/lost in last 2 weeks, competitor mentions, deal reasons
- Create fields in CRM (if not existing) for: competitive loss reason, competitive win

### Step 4: Create Sales Competitive Call Tracking
- Brief your sales team: when you mention a competitor in a call, note it
- Capture in: Slack message, CRM call note, or shared spreadsheet
- Systemize: "If competitor mentioned, log in #competitive-intel"

### Step 5: Create Win/Loss Document
- Create a simple shared sheet or Notion database
- Columns: Deal date, customer, ARR, won/lost, competitor, reason, notes
- Sales fills this out after every closed deal

### Step 6: Subscribe to News Sources
- Crunchbase alerts for your competitors
- News aggregators: Reddit r/[your industry], ProductHunt, news feeds
- Analyst reports: Gartner, Forrester (if applicable to your space)

### Step 7: Schedule
- Set to run every other Wednesday at 9:00 AM
- Set timezone to your primary office location

---

## SAMPLE PROMPT (Customizable)

```
You are a competitive intelligence analyst. Your job is to produce a bi-weekly deep-dive report on your competitive landscape.

DATA INPUTS:
- Competitor activity from websites, blogs, changelogs, social media
- Industry news (funding, M&A, analyst reports)
- Win/loss data from CRM (last 2 weeks)
- Sales call notes with competitive mentions
- Customer switching signals

COMPETITORS TO MONITOR: [List your 5-8 primary competitors]

INSTRUCTIONS:
1. For each competitor: what have they announced in the last 2 weeks? (New features, positioning changes, hires, partnerships)
2. Market landscape: are there new entrants? Strategic pivots? M&A activity? What does it signal?
3. Create feature parity matrix: for each key capability, rate us vs competitors (1-3 stars)
4. Analyze won deals: what features/reasons made us win? Is there a pattern?
5. Analyze lost deals: what features/reasons made us lose? Which competitor are we losing to most?
6. Customer switching signals: who's evaluating alternatives? Why? What's the risk level?
7. Review competitive positioning: what are they claiming? What are we claiming? Where's the gap?
8. Identify 2-3 strategic recommendations based on competitive pressure

TONE: Data-driven, actionable, strategic.
OUTPUT: Markdown formatted for Slack. Start with key competitive movements.
```

---

## FREQUENCY & TIMING

- **Frequency:** Every other Wednesday
- **Time:** 9:00 AM
- **Runtime:** ~25 minutes
- **Timezone:** Your company's primary timezone

---

## WHAT SUCCESS LOOKS LIKE

✓ You're never surprised by a competitor announcement (you saw it coming)
✓ Win/loss analysis drives roadmap priorities (you know what features matter)
✓ You're winning more deals because you know why customers choose you
✓ Churn risk decreases because you identify switching signals early
✓ Competitive positioning is intentional, not reactive
✓ Sales team has clear competitive talking points (because you've analyzed wins)
✓ Strategic conversations with leadership are grounded in data, not gut feel