---
title: "AI Masterclass: Systematic company research and lead generation with AI"
description: How to use AI to identify and analyze suitable companies and find the right contacts - including ready-to-use prompts for ChatGPT, Gemini and Claude.
---

[Digital Change ](https://blog.bloola.com/digital-change)

# [AI Masterclass: Systematic company research and lead generation with AI](https://blog.bloola.com/digital-change/systematic-company-research)

 Written by [Lars-Thorsten Sudmann](https://blog.bloola.com/digital-change/author/lars-thorsten-sudmann) | Mar 25, 2026 6:45:00 AM

 

## 1️⃣ Getting started: The real problem

You have a strong offer - but your sales department is flying blind.

You are looking for

- suitable companies
- Relevant contacts
- concrete points of contact

Instead of:

- manual Google searches
- unstructured LinkedIn searches
- Generic outreach messages

Result: **a lot of effort, low hit quality.**

## **2️⃣ Why the problem remains**

Most people make three typical mistakes:

**1. no clear target profile (ICP)**

→ "We could be of interest to many"

**2. tool overload without a system**

→ LinkedIn, Google, Crunchbase - but no logic behind it

**3. no intelligent pre-qualification**

→ Companies are not really understood

What is missing:

👉 A **structured search logic + AI support**

## **3️⃣ The concrete solution: the 4-step lead research framework**

I call it:

### **🔍 AI-supported lead matrix**

**Stage 1: Define the target company (ICP)**

- Industry
- Size
- Maturity level
- Typical problems

**Stage 2: Identify companies**

- Generate lists
- Scan markets
- Form clusters

**Stage 3: Analyze company**

- Business model
- Production / processes
- Pain points
- AI potential

**Stage 4: Find & evaluate contact persons**

- Identify roles
- Understand decision-making levels
- Derive contact strategy

👉 This is exactly where AI comes into play.

## **4️⃣ Practical example**

**Initial situation:**

A provider of AI automation for manufacturing

**Before:**

- Random company approach
- Generic emails
- Low conversion

**After (with AI workflow):**

1. List of 50 suitable production companies
2. Per company: 
     - Production structure analyzed
     - Bottlenecks identified
3. Contact person: 
     - Production manager
     - Digitization managers
4. Personalized outreach: 
     - Reference to specific processes

👉 Result:

**Significantly higher response rate + qualified conversations**

## **5️⃣ Steps that can be implemented immediately**

1. Clearly define your ICP (max. 5 criteria)
2. Create an initial list of companies (20-50 companies)
3. Use AI for structured analysis
4. Build a lead document: 
     - Company
     - Pain points
     - Contact person
5. Develop personalized outreach approaches

## **🧠 Now the crucial part: Your AI prompts**

Here you get **directly applicable prompts** for OpenAI (ChatGPT), Gemini and Claude.

### **🔹 1. PROMPT: Identify the target company**

 

#### **For ChatGPT / Claude / Gemini**

```
I offer the following services:[DESCRIBE YOUR OFFER]My target customers are:[INDUSTRY, SIZE, REGION]Create a list of 30 companies that could be a good fit for could be a good fit for my offer.For each company:- Name- sector- Short description- Why it could be a good fitFocus on realistic, existing companies in the companies in the DACH region.
```

 

```
 
```

### **🔹 2. PROMPT: In-depth analysis of a company**

```
Analyze the following company:[COMPANY NAME]Proceed in a structured manner:1. business model2. products / services3. production or operational processes4. possible challenges or inefficiencies5. where AI, automation or my services could specifically addressMy service:[YOUR OFFER]Be specific and practical.
```

 

### **🔹 3. PROMPT: Identify pain points**

```
I work with companies from the following industry:[INDUSTRY]Typical services I provide:[YOUR OFFER]List me the 10 most likely pain points of these companies in terms of:- Production- processes- data- EfficiencyFormulate them so that I can use them directly in sales can use them directly in sales.
```

 

### **🔹 4. PROMPT: Find a contact person**

```
I am analyzing the following company: [COMPANY NAME] Which roles are typically responsible for: - Process optimization - Digitalization - AI projects - Automation Give me: - specific job title - hierarchy level - typical goals of these people
```

### **🔹 5. PROMPT: Develop a contact strategy**

```
I would like to address the following target person: [ROLE, e.g. production manager] In this company: [COMPANY] My offer: [YOUR OFFER] Create: 1. a personalized outreach strategy 2. 3 concrete conversation starters 3. typical objections + suitable answers
```

### **🔹 6. PROMPT: Lead scoring**

```
I have identified the following companies: [LIST] Rate them according to: - Fit to my offer - Likelihood of need- Accessibility Give me a prioritization (top 10).
```

### **🔹 7. BONUS: Complete workflow in ONE prompt**

```
I offer the following services: [OFFER] My target group: [INDUSTRY / SIZE / REGION] Carry out the following process: 1. identify 20 suitable companies 2. analyze the top 5 in detail 3. show concrete pain points 4. identify suitable contact persons 5. develop an outreach strategy work in a structured and practical way.
```

## **6️⃣ Strategic classification**

If you don't do this:

- Your sales remain inefficient
- you are approaching the wrong companies
- You lose time and market opportunities

If you do it right:

👉 your sales will be **data-driven and scalable**

👉 you develop **real relevance in the initial contact**

👉 you stand out massively from the competition

The truth is:

**AI will not only automate processes - it will also redefine sales.**

## **7️⃣ Recommendation**

**In addition to manual research, we have developed automated processes for you:**

[bloo.research - Find the right B2B companies in minutes](https://lp.bloola.com/bloo.research?hsLang=en)

[bloo.bid - Create offers in the time of an espresso.](https://lp.bloola.com/bloo.bid?hsLang=en)

## 🚀 Next step

If you not only want to understand AI, but also use it in a structured way in your company, then:

👉 Find out more about our AI training:  
[https://bloo.school](https://bloo.school/en/)

👉 Find out about our Smart Market Fit offers:  
[https://bloola.com/smf](https://bloola.com/smf-system) - The Smart Market Fit course  
[https://bloola.com/smf-system](https://bloola.com/smf-system) - The Smart Market Fit system for companies

👉 Or find out more about our consulting and automation solutions:  
[https://bloola.com](https://bloola.com/en/)

[View full post](https://blog.bloola.com/digital-change/systematic-company-research)

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