# Instant Prospect Dossiers for Faster Sales Outreach

Mateo Cardenas

Jul 5 • 2 min read

Sales Development Representatives know the feeling: a fresh list of prospects lands in your inbox, and the next step feels like a marathon of open tabs, scattered notes, and missed details. When research drags on, the momentum of a timely outreach evaporates, and the chance to connect with a decision-maker slips away.

You describe it

# Prospect Research Assistant – Prospect Dossier Generation

## 1. Overview

The **Prospect Research Assistant** gathers publicly available information for a given prospect and compiles a concise, professional dossier that can be handed to a Sales Development Representative (SDR). Each dossier provides a snapshot of the company, key decision-makers, recent news, and relevant links—all in a format ready for outreach.

## 2. Business Value

- **Accelerates Outreach:** SDRs receive ready-to-use background information, reducing research time from hours to minutes.
- **Improves Targeting:** Accurate company and contact details improve connection rates.
- **Ensures Consistency:** All dossiers follow the same structure and tone, reinforcing brand professionalism.

## 3. Operational Context

- **When to run:** When a new list of prospective companies has been identified for a sales campaign and the SDR team needs a quick briefing on each.
- **Who uses it:** Sales Development Representatives (SDRs) and Sales Managers who need to prepare outreach scripts or email sequences.
- **Frequency:** Typically per campaign or whenever a fresh prospect list is imported.

## 4. Inputs

### 4.1 Prospect List

**Type:** List of prospects (one-line entry per prospect).
**Details Provided:**

| Field                        | Description                                                      |
|------------------------------|------------------------------------------------------------------|
| **Company Name**             | Full legal name of the prospect (e.g., “Acme Manufacturing”).   |
| **Website URL**              | Publicly visible website address (e.g., [https://www.acme.com](https://www.acme.com/)). |
| **Known Contact (optional)**  | Any name, email, or LinkedIn URL already known for this prospect.|

_Only one table is allowed per section; the table above enumerates the single-level fields for the **Prospect List**._

### 4.2 Research Scope (optional)

If the user wants a custom set of data points, they may provide a list of desired fields. If omitted, the assistant uses the **default field set** (see Appendix C – Default Field Set).

### 4.3 Dossier Template (optional)

A plain-text template describing the order of sections and style guidelines. If not supplied, the assistant follows the **Standard Dossier Template** in Appendix C.

## 5. Outputs

### 5.1 Prospect Dossiers

**Contents:** A series of structured dossiers—one per prospect. Each dossier contains the following sections in the order shown below.

| Section                      | Contents                                                                |
|------------------------------|-------------------------------------------------------------------------|
| **Company Name**             | As provided in the input.                                              |
| **Industry**                 | Primary industry as listed on the company website or reputable business directory. |
| **Location**                 | City and country of the headquarters.                                  |
| **Company Overview**         | Two-sentence summary of the company's core product or service offering. |
| **Employees / Revenue**      | Approximate number of employees and most recent public revenue figure (if available). |
| **Key Decision-Makers**      | Up to three senior contacts (e.g., CEO, Founder, VP Sales). Each entry lists: Name, Title, LinkedIn URL, and publicly-visible email (if found). |
| **Social Media**             | URLs for the company’s LinkedIn page, Twitter handle, and any other major social presence. |
| **Recent News Highlights**    | 2–3 bullet-points summarizing the most recent (last 90 days) news or press releases. |
| **Source URLs**              | List of URLs used to retrieve each piece of data (one per line).       |
| **Research Date**            | Date when the information was gathered.                                |
| **Notes / Gaps**            | Any missing data or items flagged for manual review.                    |

**Formatting Rules**

- **Tone of voice:** Professional, concise, and neutral.
- Use **bullet points** for lists (e.g., key-makers, news).
- No more than **200 words** total per dossier (excluding source URLs).
- All URLs should be fully qualified (e.g., “https://”).

## 6. Detailed Plan & Execution Steps

1. **Validate Input List**  
   - Confirm each entry has a **Company Name**. Flag any entry missing the name for manual review.  
   - Verify the **Website URL** is a valid web address (starts with “http”).  
2. **Prepare Research Checklist** (using default field set unless overridden)  
   - Company Overview (website “About” page).  
   - Industry classification (e.g., from LinkedIn or business directory).  
   - Headquarters location (website footer or “Contact” page).  
   - Employee count & revenue (public filings, business directories).  
   - Key decision-makers (LinkedIn company page, employee profiles).  
   - Social media URLs (LinkedIn, Twitter, Facebook).  
   - Recent news (Google News search or company press page).  
3. **For Each Prospect**

a. **Search the Company Website** for the “About”, “Team”, or “Leadership” pages. Extract the overview, industry, location, and employee count.  
   b. **Search LinkedIn** for the company profile and list up to three senior contacts. Record their names, titles, LinkedIn URLs, and any publicly listed email address.  
   c. **Search for Social Media** by locating the LinkedIn page and any other social profiles on the website. Copy the URLs.  
   d. **Gather Recent News** via a web search restricted to the past 90 days. Capture up to three headlines with a one-sentence summary each.  
   e. **Collect Source URLs** for every fact extracted (e.g., “ [https://www.acme.com/about”](https://www.acme.com/about%E2%80%9D), “ [https://www.linkedin.com/company/acme”](https://www.linkedin.com/company/acme%E2%80%9D)).  
4. **Populate the Dossier** using the **Standard Dossier Template** (Appendix C).  
   - Insert each field under its heading.  
   - If a data point cannot be located, insert “Not publicly available” and note “No source available”.  
5. **Quality Check** (see Section 7) – if any required field is missing, mark the dossier with a **“Data Gap”** tag and flag for manual review.  
6. **Compile All Dossiers** into a single list in the order of the input list.  
7. **Finalize Output**  
   - Ensure formatting rules are adhered to.  
   - Attach a **Research Date** (today’s date).

## 7. Validation & Quality Checks

- **Name & URL Presence:** Every dossier must have a non-empty **Company Name**. If missing, abort the dossier and add it to a “Missing Information” list.  
- **Source Attribution:** Every data point must have a source URL. If a source is missing, flag the item.  
- **Data Accuracy:** Cross-check employee counts and revenue across two sources; if they differ, choose the most recent source and note the discrepancy.  
- **Length Check:** Ensure total characters (excluding source URLs) ≤ 200 words.  
- **Duplicate Check:** If two entries share the same **Company Name** and **Website**, merge them and note “Merged duplicate”.

## 8. Special Rules / Edge Cases

- **Missing Website:** If no URL is provided, search using the company name plus “official website”. If no result, record “Website not found – manual search needed”.  
- **Multiple Decision-Makers:** List up to three; if more than three appear, choose the highest-ranking (e.g., CEO, Founder, VP).  
- **No Public Contact:** If no email is publicly visible, leave the email field blank but keep the LinkedIn URL.  
- **Conflicting Information:** Record the source with the most recent timestamp and note “Conflicting data – source X selected”.  
- **Research Failure:** If no data can be found for any field after a thorough search, set the entire dossier status to **“Failed – Manual Review Required”**.

## 9. Example

### Input (Prospect List)

- **Company Name:** Acme Manufacturing  
  - **Website URL:** [https://www.acme.com](https://www.acme.com/)  
- **Company Name:** BrightTech Solutions  
  - **Website URL:** [https://www.brighttech.io](https://www.brighttech.io/)

### Output (Prospect Dossiers)

**1. Acme Manufacturing**

- **Industry:** Manufacturing – Industrial Equipment  
- **Location:** Chicago, Illinois, USA  
- **Company Overview:** Acme Manufacturing designs and builds custom industrial machinery for the automotive sector. It focuses on high-precision CNC machines.  
- **Employees / Revenue:** ~350 employees; $120 M revenue (2023).  
- **Key Decision-Makers:**  
  1. **John Smith** – President & CEO – LinkedIn: [https://linkedin.com/in/johnsmith](https://linkedin.com/in/johnsmith) — Email: [john.smith@acme.com](mailto:john.smith@acme.com)  
  2. **Maria Garcia** – VP of Sales – LinkedIn: [https://linkedin.com/in/mgarcia](https://linkedin.com/in/mgarcia) — Email: not publicly available  
- **Social Media:**  
  - LinkedIn Company: [https://www.linkedin.com/company/acme-manufacturing](https://www.linkedin.com/company/acme-manufacturing)  
  - Twitter: [https://twitter.com/AcmeMachinery](https://twitter.com/AcmeMachinery)  
- **Recent News Highlights:**  
  - “Acme wins $5 M contract to supply robotic arms for Tesla’s Gigafactory” (June 2025).  
  - “Acme launches AI‑driven predictive maintenance system” (April 2025).  
- **Source URLs:**  
  - [https://www.acme.com/about](https://www.acme.com/about)  
  - [https://www.linkedin.com/company/acme-manufacturing](https://www.linkedin.com/company/acme-manufacturing)  
  - [https://news.google.com/.../acme-tesla-contract](https://news.google.com/.../acme-tesla-contract)  
- **Research Date:** 2025‑08‑11

**2. BrightTech Solutions**

- **Industry:** Software – Cloud-Based SaaS Solutions  
- **Location:** Austin, Texas, USA  
- **Company Overview:** BrightTech provides a cloud-based project-management platform for small-to-medium-size businesses, focusing on workflow automation and analytics.  
- **Employees / Revenue:** 120 employees; $15 M revenue (2023).  
- **Key Decision-Makers:**  
  1. **Emily Liu** – Co-Founder & CEO – LinkedIn: [https://linkedin.com/in/eliu](https://linkedin.com/in/eliu) — Email: [eliu@brighttech.io](mailto:eliu@brighttech.io)  
  2. **Carlos Perez** – Chief Technology Officer – LinkedIn: [https://linkedin.com/in/cperez](https://linkedin.com/in/cperez) — Email: not publicly available  
- **Social Media:**  
  - LinkedIn Company: [https://www.linkedin.com/company/brighttech-solutions](https://www.linkedin.com/company/brighttech%E2%80%91solutions)  
  - Twitter: [https://twitter.com/brighttech_saas](https://twitter.com/brighttech_saas)  
- **Recent News Highlights:**  
  - “BrightTech raises $12 M Series A, led by Sequoia Capital” (May 2025).  
  - “New integration with Slack announced” (July 2025).  
- **Source URLs:**  
  - [https://brighttech.io/about](https://brighttech.io/about)  
  - [https://www.linkedin.com/company/brighttech-solutions](https://www.linkedin.com/company/brighttech%E2%80%91solutions)  
  - [https://news.google.com/.../brighttech-series-a](https://news.google.com/.../brighttech%E2%80%91series%E2%80%91a)  
- **Research Date:** 2025‑08‑11