Manufacturing
Logistics
Real Estate
Retail
Finance
Healthcare
Hospitality
Automotive
About the Agent
The Smart LinkedIn Prospecting Agent is designed to automate and elevate outbound prospecting by continuously identifying, scoring, and prioritizing high-fit B2B leads based on customizable Ideal Customer Profile (ICP) criteria. By removing the manual overhead of searching through LinkedIn or maintaining static lists, this agent transforms how sales teams discover new business opportunities.
Using a blend of retrieval-based search and AI-driven evaluation, the agent scans for companies that align with defined parameters—such as industry, size, location, and digital signals of growth or engagement. It applies intelligent filtering to assess relevance, assigns a dynamic fit score, and delivers only high-quality leads for downstream action.
What makes this agent especially effective is its ability to operate continuously, adapting to shifting ICP definitions and surfacing prospects as they emerge. It also minimizes noise by handling deduplication and validating metadata before any handoff, enabling sales workflows to remain clean, current, and efficient.
By acting as a discovery engine embedded within the sales funnel, the Smart LinkedIn Prospecting Agent enhances targeting precision, increases sales velocity, and helps teams focus outreach efforts on accounts most likely to convert.
Accuracy
TBD
Speed
TBD
Input Data Set
Sample of data set required for Smart LinkedIn Prospecting Agent:
Ideal Customer Profile (ICP) Criteria
Created By: Sarah Rodriguez (Head of Sales)
Industry Keywords (Primary):
- Software Development
- Information Technology & Services
- Computer Software
- Cloud Computing
- Artificial Intelligence
- Machine Learning
- Cybersecurity
- Data Analytics
Industry Keywords (Secondary/Emerging):
- FinTech
- HealthTech
- EdTech
- Supply Chain Management
Headcount Range:
- Minimum: 250 employees
- Maximum: 10000 employees
Geography (Target Regions):
- United States (California, New York, Texas, Massachusetts)
- Canada (Ontario, British Columbia)
- United Kingdom
- Germany
- Australia
Engagement Signals:
- Company Page Followers: > 10,000
- Recent Company Posts: At least 3 posts in last 30 days
- Relevant Keywords in Company Description/About Us: "digital transformation", "innovation", "scalable solutions"
Exclusion Criteria:
- Competitors: [List of specific competitor company names or LinkedIn URLs]
- linkedin.com/company/competitor-a
- linkedin.com/company/competitor-b
- Industries to Exclude: Retail (brick-and-mortar), Manufacturing (heavy industry), Government (federal/state)
Deliverable Example
Sample output delivered by the Smart LinkedIn Prospecting Agent:
Generation Date: 2025-05-27 17:25 PST
ICP Used: Enterprise SaaS - High Growth Tech
Total Prospects Found: 587
High-Scoring Leads (Score >= 75): 112
High-Scoring Leads Data (Top 5)
1. Prospect Name: InnovateTech Solutions Inc.
- LinkedIn Company URL:
https://www.linkedin.com/company/innovatech-solutions-inc - Industry: Software Development, Cloud Computing, AI
- Headcount: 780 employees
- Geography: San Francisco, CA, USA
- LinkedIn Followers: 25,000
- Company Description Keywords: "leading digital transformation", "innovative cloud solutions"
- ICP Match Score: 95
2. Prospect Name: QuantumLeap Analytics LLC
- LinkedIn Company URL:
https://www.linkedin.com/company/quantumleap-analytics - Industry: Data Analytics, Machine Learning, FinTech
- Headcount: 310 employees
- Geography: New York, NY, USA
- LinkedIn Followers: 12,000
- Company Description Keywords: "scalable data solutions", "predictive intelligence"
- ICP Match Score: 90
3. Prospect Name: CyberSecure Guard Systems
- LinkedIn Company URL:
https://www.linkedin.com/company/cybersecure-guard - Industry: Cybersecurity, Software Development
- Headcount: 1,200 employees
- Geography: Austin, TX, USA
- LinkedIn Followers: 30,000
- Company Description Keywords: "enterprise cybersecurity", "robust solutions"
- ICP Match Score: 88
4. Prospect Name: Global Logic Solutions GmbH
- LinkedIn Company URL:
https://www.linkedin.com/company/global-logic-solutions - Industry: Information Technology & Services, Cloud Computing
- Headcount: 550 employees
- Geography: Berlin, Germany
- LinkedIn Followers: 18,000
- Company Description Keywords: "digital innovation", "scalable IT services"
- ICP Match Score: 85
5. Prospect Name: TalentFlow AI
- LinkedIn Company URL:
https://www.linkedin.com/company/talentflow-ai - Industry: Artificial Intelligence, Human Resources (EdTech/HRTech overlap)
- Headcount: 280 employees
- Geography: Toronto, ON, Canada
- LinkedIn Followers: 9,500
- Company Description Keywords: "AI-powered talent solutions", "streamlining HR processes"
- ICP Match Score: 78
Data Sync Status
- System: Google Sheets
- Sync Date/Time: 2025-05-27 17:20 PST
- New Records Added: 85
- Records Updated (existing accounts with new data): 27
- Deduplication Rate: 24% of initially identified leads were duplicates.
Summary: The agent successfully identified and scored 112 high-fit leads based on the "Enterprise SaaS - High Growth Tech" ICP. 85 unique, high-quality prospects were added to Salesforce Sales Cloud after thorough deduplication and data hygiene. The continuous scanning will provide ongoing updates to the sales pipeline.
ICP Recognizer Agent
Defines ideal customer profiles and buyer personas, providing insights on competitors, market trends, and tailored messaging for effective positioning.
Sales Collateral Recommendation Agent
Recommends the most relevant sales collateral by matching prospect needs with curated resources, ensuring faster, consistent, and impactful engagements.
Opportunity Viability Assessment Agent
Assesses client or prospect requirements to determine opportunity feasibility by evaluating alignment with technology, workforce capacity, and skills.
Sales Performance Analyzer Agent
Analyzes sales performance across representatives and territories, delivering actionable insights to optimize strategies and accelerate growth.
RFP Response Automation Agent
Automates RFP responses with LLMs, delivering fast, accurate, and compliant answers to complex client questionnaires.
User Story Generation Agent
Transforms unstructured inputs like transcripts, notes, and summaries into structured, actionable user stories