How to Use Vibe Prospecting with Claude Skills for B2B Outbound

What Is Vibe Prospecting?

Vibe Prospecting (vibeprospecting.ai) is a B2B data and prospecting tool built by Explorium, one of the established players in the business intelligence data market. The platform sits on top of Explorium's underlying data infrastructure, which covers 150M+ verified business profiles and 800M+ professional contacts across company size, industry, technology stack, growth signals, and contact-level information. What distinguishes Vibe Prospecting from most B2B data tools is not primarily the size of the database — it's the delivery mechanism.

Traditional B2B prospecting data tools are built for a pre-AI workflow: you search their interface, filter and download a list, import that list into your CRM or email tool, and then separately write your outreach. Each step is isolated, the data ages from the moment you export it, and the connection between 'what the data tells you about this prospect' and 'what you should say in your email to them' lives entirely in the rep's head. Vibe Prospecting was built from the start for the AI-native workflow: Claude Code queries the database, analyzes what it finds, scores the prospect against your ICP criteria, and drafts personalized outreach — all in a single coherent session.

The GTM Skills Directory is published by the same team that built Vibe Prospecting. This means Vibe Prospecting's skill collection is among the most deeply integrated and actively maintained in the directory — it's built specifically for the workflows that the GTM Skills Directory community uses, and it's updated continuously based on feedback from teams using it in production. For GTM practitioners already using the GTM Skills Directory to find skill collections, Vibe Prospecting is the natural complement — the skill collection that matches the directory's methodology, combined with live data access that makes that methodology more powerful.

How Vibe Prospecting Works with Claude Code

Vibe Prospecting works with Claude Code through two distinct but complementary integration points: a skill collection (Markdown files that encode outbound methodology) and a data integration (an MCP-style connection that gives Claude live access to the business profile database). Understanding both components and how they interact is the key to getting the most value from the setup.

The skill collection component works exactly like any other Claude skill collection: Markdown files stored in your project's .claude/skills/ directory, loaded automatically when Claude Code starts a session. Vibe Prospecting's skill files encode the outbound methodology — structured frameworks for ICP scoring, prospect qualification, personalization hook identification, cold email writing, and sequence design. These skills tell Claude not just what to produce, but how to think about the problem: what makes a company a good ICP fit, which signals are most predictive of buyer intent, what makes a personalization hook authentic rather than superficial, how to structure a multi-touch follow-up sequence. Without the data integration, these skills are already more sophisticated than most outbound skill collections available.

The data integration component is what makes Vibe Prospecting uniquely powerful. Through an MCP-compatible connection, Claude Code can query Vibe Prospecting's business profile database in real time during a session. When you ask Claude to research a target company, it doesn't just recall whatever it learned during training — it pulls current firmographics, leadership information, technology stack data, hiring trends, and funding history from the live database. This real-time data access means the information Claude uses to score your prospect and personalize your outreach reflects the company's current state, not a six-month-old snapshot from training data.

When the skill collection and data integration are both active, Claude can execute a fully agentic research and outreach workflow. The skill files define the methodology and workflow steps; the data integration provides the information needed to execute those steps with current, accurate data. Claude applies the ICP scoring framework from the skill files to the live firmographic data from the database, identifies personalization hooks from the most recent company news and signals, and writes outreach that references specific, current details rather than generic industry-level talking points.

Setting Up Vibe Prospecting with Claude Code

Setting up Vibe Prospecting requires two steps: installing the skill collection and connecting the data integration. Both are straightforward, and the full setup typically takes under 15 minutes for users already running Claude Code.

Step 1: Install Claude Code if you haven't already. Claude Code is Anthropic's terminal-based AI agent, available with a Claude Pro subscription or API key. Follow the installation guide at docs.anthropic.com/claude-code for your operating system. Verify the installation by running 'claude' in your terminal and confirming you get a response.

Step 2: Install the Vibe Prospecting skill collection from the GTM Skills Directory. The collection is available on GitHub and can be installed with a single git clone command: navigate to your project directory and run 'git clone [vibe-prospecting-skills-repo] .claude/skills/vibe-prospecting'. This places the skill files in the correct directory for Claude Code to detect. Restart your Claude Code session after installation and verify that Claude can describe the Vibe Prospecting skills by asking 'What outbound skills do you have loaded?'

Step 3: Connect the Vibe Prospecting data integration. This integration uses the MCP protocol to give Claude live access to the business profile database. Follow the setup instructions at vibeprospecting.ai to obtain your API credentials, then add the MCP server configuration to your Claude Code settings file (claude_desktop_config.json or your local .claude/settings.json depending on your Claude Code version). The configuration adds a new tool that Claude can call during sessions to query the database.

Step 4: Configure your ICP in the skill files. Open the ICP definition file in the installed skill collection (.claude/skills/vibe-prospecting/icp-definition.md or similar) and update the target company criteria to match your actual ideal customer profile: company size range, industry verticals, tech stack requirements, geography, growth stage, and any other qualifying criteria specific to your product. This is the most important customization step — a well-defined ICP produces dramatically better prospecting results than the generic placeholder values.

Step 5: Test the full workflow with a known target company. Start a fresh Claude Code session and ask Claude to research a company you know well: 'Research [Company Name] as a potential prospect using the Vibe Prospecting research framework.' Claude should pull current data from the database, apply your ICP criteria to score the company, and produce a structured research brief. Compare what Claude finds to what you know about the company — this is your calibration check that the data integration is working correctly.

End-to-End Outbound Workflow Walkthrough

To illustrate how Vibe Prospecting and Claude skills work together in practice, here's a concrete walkthrough of researching a fictional target company — Acme Corp — through the full outbound workflow.

Starting the session: You open Claude Code in your project directory (which has the Vibe Prospecting skill collection and data integration configured). You tell Claude: 'I want to prospect into Acme Corp. Their VP of Sales is Jordan Lee. Please run through the full Vibe Prospecting research workflow.' Claude confirms it has the relevant skills loaded and begins the structured research process.

Company research: Claude queries the Vibe Prospecting database for Acme Corp and pulls current firmographics — 450 employees, Series C funded ($35M round closed 8 months ago), headquartered in Austin, using Salesforce as their CRM and Outreach for sequences. It also pulls recent signals: Acme Corp has posted 12 new sales development roles in the past 60 days and hired a new VP of Revenue Operations last month. Claude cross-references these signals against your ICP definition and produces an ICP score: 87/100, above your threshold of 75.

Contact research: Claude searches the contact database for Jordan Lee and finds a verified LinkedIn profile with current title (VP of Sales, 14 months tenure), previous roles (Head of Mid-Market Sales at a competitor), and contact details. Claude notes that Jordan was likely involved in the sales team expansion and may be the decision-maker for the tools supporting that growth.

Personalization hook identification: Claude applies the personalization framework from your skill files to the research. It identifies three potential hooks ranked by relevance: (1) Acme's sales team expansion suggests Jordan is building out SDR capacity and may need better prospecting tools; (2) the new RevOps hire suggests a focus on data quality and workflow efficiency; (3) Jordan's previous role at a competitor who is a known user of your product provides a relevant reference point.

Outreach drafting: Using the first-touch email skill, Claude writes a personalized cold email that opens with a specific reference to Acme's recent SDR team expansion, connects that expansion to the data quality challenge your product solves, and closes with a soft, specific CTA. The draft is 97 words, follows the structure defined in your copywriting skill, and includes a P.S. that references Jordan's previous company. Claude also drafts a LinkedIn connection message as the parallel first touch and a 3-email follow-up sequence with increasing specificity in each subsequent message.

ICP Research and Account Prioritization

Beyond individual prospect research, Vibe Prospecting is particularly powerful for building and prioritizing target account lists at scale. The account prioritization workflow is one of the highest-leverage applications of the data integration, because it transforms what is typically a manual, time-consuming segmentation task into a structured AI-assisted workflow.

The workflow starts with defining your ICP criteria in Claude, referencing the ICP definition file you configured during setup. You then give Claude a starting list of companies to evaluate — this might be a list of companies in a specific industry and size band, a list of companies using a specific technology in your target market, or a list sourced from a conference attendee directory or a competitor's customer page. Claude queries the Vibe Prospecting database for each company in the list and applies your ICP scoring framework to produce a ranked, scored list.

For each company that scores above your threshold, Claude can then pull the most relevant contacts and surface the top personalization signals — the specific current details that make each company worth prioritizing. The output is not just 'here are 50 companies that fit your ICP' but 'here are the 23 companies that exceed your ICP threshold, ranked by fit score, with the top two personalization angles for each and the best contact at each company.' That level of pre-qualification dramatically reduces the time reps spend deciding who to contact and what to say.

Account prioritization using Vibe Prospecting also gives revenue operations teams a structured, auditable methodology for territory assignment and account scoring. Rather than scoring accounts based on static CRM fields that may be months old, ops teams can use the Vibe Prospecting data integration to refresh account scores on a regular cadence — monthly or quarterly — based on current firmographics and growth signals. Accounts that have recently crossed a size threshold, completed a funding round, or shown specific hiring patterns get automatically re-prioritized in the territory model.

Advanced Use Cases for Vibe Prospecting + Claude

ABM campaign design is one of the highest-leverage advanced use cases. With Vibe Prospecting's account data and Claude's campaign planning skills, marketing teams can design account-specific campaign sequences that reference specific details about each target account — not just demographic segments. A personalized ABM campaign for a company that recently completed a Series C and is aggressively hiring salespeople looks completely different from one targeting a company in cost-optimization mode, even if both are in your target segment. Vibe Prospecting's current company signals make the data layer for that differentiation possible; Claude's skill files make it executable.

Competitive displacement lists are another powerful application. If you know the technology stack of your target companies (from Vibe Prospecting's tech stack data), you can identify accounts currently using a competitor's product and build a targeted outreach campaign specifically for competitive displacement. The personalization angle writes itself: Claude knows they're using a competitor, knows what that competitor's typical pain points are, and can write outreach that speaks specifically to the displacement opportunity rather than running a generic pitch.

Event follow-up sequences benefit enormously from Vibe Prospecting data. After a conference or trade show, you have a list of company names and contacts — but generic follow-up emails from events have notoriously low response rates. With Vibe Prospecting, Claude can research each company on your event follow-up list, identify what's most relevant about each one right now, and draft event follow-ups that are genuinely specific to each company's current situation rather than referencing only the event. The difference in reply rates between generic 'great to meet you at [Conference]' follow-ups and specifically researched follow-ups is substantial.

Churn risk analysis and re-engagement campaigns are an often-overlooked application. For customer success and account management teams, Vibe Prospecting's company signals can flag when existing customers are undergoing changes that correlate with churn risk: leadership transitions, significant headcount reductions, or acquisition by a company that uses a competitor's product. Early identification of these signals gives CS teams the opportunity to proactively re-engage and address risk before it becomes a lost renewal.

What to Expect: Efficiency Gains and ROI

Teams adopting Vibe Prospecting and Claude skills together typically see the most significant impact in two areas: research time reduction and personalization quality improvement. Research time reduction is the most immediately measurable: the task of researching a prospect company (firmographics, recent news, leadership, tech stack, buying signals) typically takes 15-25 minutes for a skilled SDR using traditional tools. With Vibe Prospecting and Claude, that same research workflow runs in 3-5 minutes — a 5-8x efficiency gain on the research task alone. For an SDR sending 20 personalized emails per day, this frees up 2-3 hours of research time that can be redirected toward higher-value activities or additional outreach volume.

Personalization quality improvement is harder to measure directly but shows up in reply rates over time. The most common feedback from teams adopting Vibe Prospecting is not 'our emails are getting better' (though they are) — it's 'our emails are more specific.' Specificity is the variable that reply rate is most sensitive to: prospects respond to emails that reference something real about their company, their role, and their current situation. Because Vibe Prospecting gives Claude current company data rather than training knowledge, the specificity of Claude's personalization improves significantly. Teams typically see reply rate improvements of 15-40% within the first month, though results vary significantly based on how well the ICP is configured and how much customization went into the skill files.

Expectation-setting on the learning curve: the setup time is 15-30 minutes for users comfortable with Claude Code, and longer for users just getting started with the tool. The ICP configuration in the skill files requires thoughtful input — teams that invest 30-60 minutes on ICP definition setup see significantly better results than teams that use the placeholder values. Plan for 1-2 weeks of calibration, during which you'll adjust the ICP scoring thresholds and refine the personalization frameworks based on what kinds of hooks your prospects actually respond to. After that calibration period, the workflow becomes routine and the efficiency gains compound.