ad-spend-optimizer
Analyze paid advertising performance across channels and recommend budget reallocation to maximize ROAS and minimize CAC. Use when: planning quarterly ad…
Conduct deep account and contact research to personalize outreach and identify compelling angles for engagement
$ npx -y skills add guia-matthieu/clawfu-skills --skill prospecting-research --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/prospecting-researchContext preview
The summary Claude sees to decide when to auto-load this skill.
Conduct deep account and contact research to personalize outreach and identify compelling angles for engagement
name: prospecting-research description: Conduct deep account and contact research to personalize outreach and identify compelling angles for engagement license: MIT metadata: author: ClawFu version: 1.0.0 mcp-server: "@clawfu/mcp-skills"
> Systematically research target accounts and contacts to craft personalized, relevant outreach that cuts through the noise.
Based on **Jeb Blount's Fanatical Prospecting** and **TOPO Account-Based Research**, combining:
| Claude Does | You Decide | |-------------|------------| | Structures research framework | Time per account | | Identifies key data points | Outreach approach | | Suggests personalization angles | Which angle to use | | Creates research templates | Tool selection | | Synthesizes findings | Message crafting |
**Firmographic Data:** | Data Point | Source | Why It Matters | |------------|--------|----------------| | Company size | LinkedIn, website | ICP fit | | Revenue | ZoomInfo, news | Budget potential | | Industry | LinkedIn | Relevance | | Locations | Website | Territory | | Tech stack | BuiltWith, job posts | Integration fit |
**Business Context:** | Data Point | Source | Why It Matters | |------------|--------|----------------| | Recent funding | Crunchbase, news | Budget, growth mode | | Executive changes | LinkedIn, news | New priorities | | Product launches | Press releases | Initiatives | | Earnings/reports | SEC, investor calls | Priorities, challenges | | Partnerships | News | Ecosystem |
**Professional Profile:** | Data Point | Source | Why It Matters | |------------|--------|----------------| | Current role | LinkedIn | Relevance | | Tenure | LinkedIn | Influence level | | Career path | LinkedIn | Context | | Content shared | LinkedIn, Twitter | Interests | | Mutual connections | LinkedIn | Warm intro |
**Personal Connection Points:**
**Timing Triggers:** | Trigger | Implication | |---------|-------------| | New in role | Building stack, making changes | | New company | Bringing solutions from previous | | Funding | Budget available | | Hiring | Scaling, needs support | | Bad earnings | Cost cutting or growth push |
**Personalization Hierarchy:** 1. **Trigger-based** - Strongest (funding, hire, news) 2. **Content-based** - Strong (their posts, interviews) 3. **Company-based** - Good (industry, challenges) 4. **Mutual connection** - Good (warm intro potential) 5. **Generic** - Weak (avoid)
**Output:**
## Account Research: DataFlow Systems ### Company Snapshot | Attribute | Value | Source | |-----------|-------|--------| | Company | DataFlow Systems | | | Industry | B2B SaaS (Analytics) | LinkedIn | | Size | 340 employees | LinkedIn | | Revenue | ~$50M ARR (est.) | ZoomInfo | | Founded | 2018 | Crunchbase | | HQ | Austin, TX | Website | | Funding | $45M Series B (Oct 2024) | Crunchbase | --- ### Technology Stack | Category | Tool | Source | |----------|------|--------| | CRM | Salesforce | BuiltWith, Jobs | | Marketing | HubSpot | BuiltWith | | Analytics | Mixpanel | Careers page | | Data | Snowflake | Job posting | | [Your Category] | None detected | Research | **Implication:** Salesforce user = good fit for integration. No tool in our category = greenfield opportunity. --- ### Recent Triggers | Date | Trigger | Relevance | |------|---------|-----------| | Oct 2024 | Series B ($45M) | Budget for tools | | Nov 2024 | VP Sales hired | New leader = new tools | | Dec 2024 | 12 SDR positions posted | Scaling outbound | | Jan 2025 | G2 reviews mention "[pain]" | Known problem | --- ### Business Context **From LinkedIn:** - Growing 60% YoY (CEO post) - Expanding to enterprise segment (VP Sales announcement) - Recent product launch: AI analytics features **From News:** - Named to "Top 50 Startups" list - Partnership with [Complementary Company] - CEO spoke at [Industry Conference] **From Job Posts:** - Hiring: SDRs (12), AEs (5), RevOps (1) - Reveals: Scaling sales org significantly - Tech stack mentioned: Salesforce, Gong, Outreach (competitor!) --- ### Challenges (Inferred) Based on triggers and context: 1. **Scaling sales team** - Need tools to support 2. **Moving upmarket** - Enterprise processes needed 3. **Rev Ops hire** - Building infrastructure 4. **Competitor in stack** - May be open to alternatives --- ### Target Contacts | Name | Title | Priority | Angle | |------|-------|----------|-------| | Sarah Kim | VP Sales | Primary | New to role (90 days) | | Mike Chen | RevOps Manager | Secondary | Posted RevOps opening | | David Park | CEO | Executive | Series B scaling | --- ### Recommended Approach **Primary Target: Sarah Kim, VP Sales** - New to role = making changes - Scaling team = needs tools - Moving upmarket = needs process **Angle:** "Congrats on the VP role and Series B! I noticed you're hiring 12 SDRs. Most VP Sales at your stage tell me [challenge] is their biggest issue. Curious if that's true for you?" **Secondary Path:** - RevOps Manager Mike Chen (operational angle) - Mutual connection: [Name] (former colleague)
**Output:**
## Contact Research: Sarah Kim, VP Sales ### Profile Summary | Attribute | Value | |-----------|-------| | Name | Sarah Kim | | Title | VP of Sales | | Company | DataFlow Systems | | Location | Austin, TX | | Tenure | 3
175 expert marketing methodologies for AI agents. Free. Open source. MIT licensed. Dunford on positioning. Schwartz on copywriting. Cialdini on persuasion. Ogilvy on advertising. Hormozi on offers. Voss on negotiation.
Repo: guia-matthieu/clawfu-skills
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