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Digital Prospecting & Sales Intelligence Workshop

Leveraging AI for Strategic Advantage in New Age Marketing

Aditya V Jain for IIM Kozhikode - Management Development Program, Nov-2025

Let's Get Started: 3 Things You Need

  • LinkedIn Open: Have it open on your device.
  • A Target Prospect: One company/account name you're currently trying to crack.
  • An AI Tool Ready: Have ChatGPT, Google Gemini, or Perplexity.ai open in a separate tab.

Where Are We Now?

Launch Zoom Polls now

  • How many LinkedIn connections do you currently have?
  • How often do you use WhatsApp for business communication?
  • Have you used LinkedIn Sales Navigator?
  • How confident are you in your digital prospecting skills?
  • How often do you use AI (ChatGPT, etc.) for sales tasks? (Never / Sometimes / Daily)

The Brutal Truths of Selling in 2025

  • Visibility: Your buyers Google you before meetings. What do they find?
  • The AI Imperative: Your competitors are using AI to analyze your accounts and anticipate their needs while you're still manually searching LinkedIn.
  • The Noise: The information you need to win is public, but you are drowning in data and starving for insight.

From Data Collector to Intelligence Analyst

Today is NOT about:

Becoming an "influencer" or manual data entry.

Today IS about using AI to:

  • Find hidden buying signals.
  • Craft hyper-personalized outreach.
  • Build a credible presence that opens doors.

Today's Agenda: 3 Modules

10:20 | Module 1: AI-Powered Signal Detection
Instantly understanding what your prospect cares about.
11:05 | Module 2: AI-Powered Precision Outreach
Crafting personalized messages at scale (without sounding sloppy).
12:00 | Module 3: The AI Content Engine
Building credibility by rapidly extracting your expertise.
Module 1

AI-Powered Signal Detection

Finding the Signal in the Noise

Manual Research Doesn't Scale

The Reality: Average B2B deal has 6-7 decision-makers. Tracking them manually across LinkedIn, news, and reports is impossible.

The Problem:

The challenge isn't finding information; it's analyzing it quickly.

The New Way: The AI Analyst

The AI Role:

  • It reads the noise.
  • It finds the signals (Priorities, risks, challenges).
  • It synthesizes the insight.

Your New Value:

Knowing how to ask the AI the right questions.

The 5-Minute AI Sales Briefing

Concept: Before any outreach, use AI to create a prioritized intelligence briefing.

The Complete Workflow:

Step 1: Research the Company (Perplexity Research Report)
Step 2: Analyze Company Strategy (The Account Analyzer)
Step 3: Research the Decision-Maker (Gemini Deep Research)
Step 4: Analyze Stakeholder Priorities (The Stakeholder Analyzer)

Step 1: Research Using Perplexity

Tool: Perplexity.ai (Free tier works fine)

The Perplexity Research Prompt:

Perplexity Prompt
Create a comprehensive research report on [Company Name, e.g., Apollo Hospitals]. Focus on: 1. Recent strategic initiatives and expansion plans (last 12 months) 2. Key financial priorities and challenges mentioned by leadership 3. Major capital investments or projects announced 4. Industry pressures or market changes affecting them Please cite all sources with links.

Perplexity will search the web and create a sourced report in 30-45 seconds.

Scenario 1: The Account Analyzer

Context: Analyzing a large B2B account (e.g., Apollo Hospitals - major hospital chain).

The Strategy: Combine two AI tools for complete account intelligence

Tool 1: Perplexity

Market intelligence, recent news, competitive landscape

Tool 2: ChatGPT/Gemini

Deep analysis of annual report, financial priorities

Step 1: Perplexity Research Report

Use Perplexity to gather market intelligence and recent developments.

Perplexity Pro Search
Create a comprehensive research report on [Apollo Hospitals / Target Company Name]. Focus on: 1. Recent strategic initiatives and expansion plans (last 12 months) 2. Financial performance trends and key metrics 3. Competitive positioning in the market 4. Leadership changes or strategic pivots 5. Any recent press releases or announcements Format as a structured report with sources.

Switch to Perplexity. Execute the search. Show the structured report it generates with citations.

Step 2: Analyze the Annual Report

Now combine external research with internal financial priorities from their annual report.

ChatGPT/Gemini Prompt
You are an expert B2B sales strategist. Analyze this [Annual Report/Press Release]. I am selling [e.g., High-Value Cardiac Systems / IT Automation Software]. Identify: 1. The top 3 strategic priorities for the CEO/CFO. 2. Specific risks or challenges they mention that my solution might help mitigate. 3. Any capital allocation priorities mentioned.

Upload the annual report PDF. Execute the prompt live.

Step 3: Combined Intelligence

Before:

• 150-page annual report
• Scattered news articles
• Manual LinkedIn research
• Hours of work

After (10 minutes):

Synthesized Intelligence
From Perplexity: Recently appointed new leadership team, announced ₹500Cr cardiology expansion, competing with Fortis for market share. From Annual Report: CFO priority = "optimizing cash flow during expansion", capital allocation for new wing, focus on ROI metrics for equipment purchases. Your Opening: "Cash flow optimization during your cardiology expansion"

The Takeaway: Two AI tools in 10 minutes = Complete account intelligence that used to take hours.

Scenario 2: The Stakeholder Analyzer

Meet "Arjun"

Regional Manager for a Global MedTech firm

Profile: B2B, High-Value Capital Equipment

Context: Arjun is trying to engage the new CFO (Mr. Rao) at the hospital analyzed above.

The Challenge: How do you quickly gather comprehensive intelligence on a busy executive without spending hours manually scrolling LinkedIn?

Step 1: Gemini Deep Research

Use Gemini Deep Research to gather comprehensive stakeholder intelligence in minutes.

Gemini Deep Research
Research Mr. Rao, the newly appointed CFO at Apollo Hospitals. Gather: 1. Professional background and career trajectory 2. His stated priorities from LinkedIn posts, articles, or interviews 3. Any recent public statements or thought leadership 4. His expertise areas and focus topics 5. Context about his appointment (when, why, from where) Compile this into a structured profile with sources.

Switch to Gemini Deep Research. Execute the search. Let it run for 2-3 minutes while it gathers and synthesizes information.

Prompt Engineering 101: Structure Matters

The Principle: Garbage In, Garbage Out. A good prompt has structure.

(R) Role: "Act as a..." (e.g., B2B Sales Analyst)
(C) Context: "I am trying to..." (e.g., Prepare for a meeting with a CIO)
(T) Task: "Identify/Analyze/Draft..." (e.g., 3 key priorities based on this data)

Step 2: Analyze with R.C.T. Framework

Now take the Gemini research output and extract actionable sales intelligence.

ChatGPT/Claude Prompt (R.C.T.)
(R) Act as a strategic B2B Sales Analyst. (C) I am preparing to engage the new CFO, Mr. Rao. We sell high-value capital equipment. (T) Analyze the following research about Mr. Rao. Identify: 1. His top 3 strategic priorities right now. 2. His likely KPIs and financial concerns. 3. Two specific, non-salesy conversation starters based *only* on this data. Research Data: [Paste the Gemini Deep Research output]

Copy-paste the Gemini research into ChatGPT/Claude. Execute the prompt live.

The "Aha" Moment: Connecting the Dots

AI Output
The CFO is focused on optimizing cash flow specifically for the new wing mentioned in the annual report. Priority 1: Capital efficiency for expansion Priority 2: ROI on medical equipment investments Priority 3: Cost containment in operations Conversation Starters: • "I noticed the new cardiology wing - how are you approaching the equipment investment timeline?" • "With your focus on cash flow optimization, have you explored flexible financing models for capital equipment?"

The Takeaway: You now know exactly what the CFO cares about. This is your opening line.

Activity: 10 Minutes

Now You Do It: Analyze Your Prospect

  • Gather Data: Go to the LinkedIn profile of your prospect. Copy their "About" section/recent activity.
  • Use the Template: Use the "Stakeholder Analyzer Prompt" (pasted in chat).
  • Execute & Share: Run the prompt and type your biggest insight or "Aha" moment in the chat.
Module 2

AI-Powered Precision Outreach

Moving from Sloppy to Strategic

Are Your AI Messages Sloppy?

Symptoms of Sloppy AI:

  • Generic ("I hope this message finds you well...")
  • Robotic or overly enthusiastic tone (Too many emojis 🚀)
  • Fake personalization (Just inserting name/company)
  • Salesy and pushy

Why AI Fails: The Generic Prompt

The Sloppy Prompt
"Write a LinkedIn connection request to a busy Hospital CFO about my cardiac system."
The Sloppy Output
Dear CFO, I am excited to introduce our state-of-the-art systems. We offer best-in-class solutions and would love a demo to discuss synergies. Let's connect! 🚀

Ask the Audience: "Would you respond to this?"

Treat AI Like a Brilliant Intern

The Principle: AI is a brilliant intern, not a mind reader.

It needs:

  • Specific instructions
  • Clear context
  • Strict guardrails

The Fix:

To get professional output, you must provide professional input.

The Precision Outreach Framework: R.C.S.T.C.

We upgrade the R.C.T. framework by adding Signal and Constraints.

(R) Role: Who are you?
(C) Context: What are you doing?
(S) Signal (NEW): Why are you reaching out NOW? (The insight from Module 1)
(T) Task: What is the output?
(C) CONSTRAINTS (NEW): What should the AI absolutely NOT do? (The secret sauce)

Scenario 1: The High-Stakes Connection

Context: Arjun (MedTech Manager) connecting with the CFO, Mr. Rao.

The Signal (From Module 1): Mr. Rao is prioritizing "optimizing cash flow for the new cardiology wing."

Switch to Live Screen Share.

The Precision Outreach Prompt

R.C.S.T.C. Prompt
(R) Role: Act as Arjun, an experienced Regional Manager (10+ yrs exp). (C) Context: Sending a cold LinkedIn connection request to Mr. Rao, the new CFO. Goal is long-term relationship building. (S) Signal: He is focused on optimizing cash flow for the new cardiology wing (Source: Annual Report). (T) Task: Draft the connection request (max 300 characters). (C) Constraints: - Tone: Peer-to-peer, professional, concise. - CRITICAL: DO NOT mention the company name or the product. - CRITICAL: DO NOT ask for a meeting. - Start by acknowledging his specific priority.

Execute the prompt live.

The Power of Constraints

Strategic Output
Mr. Rao, noticed your focus on optimizing cash flow for the new cardiology wing in the annual report—a critical challenge. Keen to connect with a fellow leader navigating healthcare CapEx. - Arjun

The Takeaway: Constraints (the 'DO NOTs') are the secret to forcing the AI to be strategic, not salesy.

Scenario 2: The Channel Motivator (WhatsApp)

Meet "Rajesh"

Cluster Manager for a major FMCG/Durables brand

Profile: Channel Sales, Distribution Management

Context: Rajesh manages 100+ distributors. He needs to announce a new festive collection and incentive scheme via WhatsApp Broadcast.

The Goal: Use AI to craft a clear, motivating, and professional message for instant delivery.

Adapting the Prompt for WhatsApp (Channel Sales)

R.C.S.T.C. Prompt - WhatsApp
(R) Role: Act as Rajesh, Cluster Manager for "DuraBuild Pipes". (C) Context: Sending a WhatsApp Broadcast message to 100+ distributors (they don't see each other). (S) Signal: Festive construction season approaching; new product line launching Nov 30. (T) Task: Draft the WhatsApp message announcing the launch and incentive scheme. (C) Constraints: - Tone: Professional yet motivating and energetic. - Structure: Clear details (margin 28%, launch date), clear incentive (early bird offer), clear CTA (order link). - Keep it concise for mobile reading. Use bolding for key numbers.

Efficient Channel Communication

Strategic Output
Dear DuraBuild Partners, 🚀 New "Titan" collection launching Nov 30. ✅ Dealer margin: 28% (up from 25%). Early order benefit: Free standee for orders before Dec 5. Order link: [link]. Let's build a strong season! - Rajesh, DuraBuild Team

The Takeaway: AI ensures clarity and consistency when communicating at scale with your distribution network.

Activity: 15 Minutes

Now You Do It: Craft Your Outreach

  • Identify Signal: Use the insight gathered in Module 1.
  • Use the R.C.S.T.C. Template: (Pasted in chat). Pay close attention to Constraints.
  • Execute: Run the prompt.
  • Hot Seat: Paste your Prompt AND the AI Output into the chat for live review.

BREAK

10 Minutes

11:50 - 12:00

Module 3

The AI Content Engine

Building Credibility at Speed

Content is Not About Going Viral

The Purpose: It's about ensuring that when you reach out (Module 2), the prospect finds a credible presence when they Google you.

It's a Tiebreaker:

When products are similar, credibility wins.

The AI Content Paradox

The Challenge: You have deep expertise, but you don't have time to write.
The AI Reality: AI writes quickly, but it has zero real-world experience.
The Solution: You provide the expertise; AI provides the structure and speed.

Content Strategy Guardrails

Regulated Industries

(Pharma, Finance, Medical Devices)

Focus: Disease awareness, data analysis, leadership.

Constraint: Never talk about specific products or make claims.

B2B Industries

(Tech, Industrial, Services)

Focus: Customer problems, insights, lessons learned.

Constraint: Don't post about your features; post about your customer's problems.

The 3-Step Content Workflow

1. INPUT

The Raw Material: Your expertise (messy notes) OR External data (reports)

→

2. PROCESS

The AI Prompt: Use R.C.S.T.C. to structure the input

→

3. POLISH

The Human Touch: The crucial final step

The 90/10 Rule of AI Content

90%

AI

Structure, grammar, speed, first draft

10%

Human

Your voice, your specific examples, compliance check, authenticity

Warning: Skipping the 10% risks your credibility.

Technique 1: The "Brain Dump to Gold"

Meet "Priya"

Enterprise Sales Lead for an IT Automation/AI firm

Profile: B2B SaaS, Complex Sales

Scenario: Turning internal expertise into a post. Priya has an insight from a recent project failure.

Switch to Live Screen Share. Start by typing raw notes.

Step 1: The Raw Input

The Brain Dump
"Bank wanted faster loan approvals. We automated data entry. Wrong move. Real bottleneck was manual credit committee reviews. Lesson: automate the constraint, not the convenient thing."

This is raw, unpolished expertise. AI will transform it.

Step 2: The "Brain Dump" Prompt

R.C.S.T.C. Prompt
(R) Role: Act as a B2B technology sales manager (Automation/AI). (C) Context: Transforming raw notes about a project failure into a LinkedIn post. (S) Signal/Input: [Paste the Brain Dump] (T) Task: Draft a concise, insightful post using the "Situation-Complication-Takeaway" structure. (C) Constraints: - Tone: Humble, expert, engaging. - DO NOT blame the client. - End with a question.

Execute the prompt live.

Step 3: The Polished Output

Polished LinkedIn Post
Lesson from a failed automation project... A bank approached us to speed up loan approvals. We automated their data entry thinking it would solve everything. It didn't. The real bottleneck? Manual credit committee reviews that happened downstream. We had optimized the wrong process. Takeaway: Automate the constraint, not the convenient. Fellow automation folks: What's your "we automated the wrong thing" story?

The Takeaway: 5 minutes from raw thought to professional post.

Technique 2: The "Compliant Synthesizer"

Meet "Suresh"

District Manager for a major Pharma MNC

Profile: Regulated Industry, Compliance focused

Scenario: Turning external data into insights (Safely). Suresh wants to post about new ICMR diabetes data.

Switch to Live Screen Share. Paste a scientific abstract or news report.

The "Compliant Synthesizer" Prompt

Emphasizing safety constraints for regulated industries.

R.C.S.T.C. Prompt - Compliance Mode
(R) Role: Act as a District Manager for a major pharmaceutical company in India. (C) Context: Analyzing scientific data on diabetes prevalence (ICMR study). (S) Signal/Input: [Paste the data/abstract] (T) Task: Draft a professional LinkedIn post (4-5 bullet points) highlighting the key findings. (C) Constraints: - Tone: Educational, scientific. - CRITICAL: DO NOT mention any specific drug names, brands, or treatments. - CRITICAL: Focus ONLY on disease awareness and the data provided.

Step 3: The Compliant Output

Compliant LinkedIn Post
World Diabetes Day: Concerning numbers from South India Key findings from the ICMR-INDIAB study 2023: • Tamil Nadu has 13% prevalence among adults • Urban populations show higher rates than rural • Pre-diabetes affects an additional 14% of the population • Early detection rates remain below 40% For healthcare professionals: Early screening remains our best tool. Source: ICMR-INDIAB study 2023 #DiabetesAwareness #PublicHealth #ICMR

The Takeaway: AI can help navigate compliance if you set the right constraints. (Always verify!)

Activity: 10 Minutes

Now You Do It: Draft Your Next Post

  • Choose a Method: Brain Dump OR Synthesizer.
  • Input: Write down raw notes or find an article.
  • Process: Use the relevant prompt template (pasted in chat).
  • Share: Paste the first line of your AI-generated post in the chat for quick review.

You Now Have A System

The AI-Powered Sales Workflow:

Module 1: AI Analyst for Signal Detection
Module 2: R.C.S.T.C. Framework for Precision Outreach
Module 3: AI Accelerator for Content

The 7-Day Implementation Challenge

Day 1 (Today):

  • Run the AI Stakeholder Analyzer Prompt (M1) on your top prospect.

Day 2-3:

  • Run the AI Account Analyzer Prompt (M1).
  • Send 3 connection requests using the Precision Outreach Framework (R.C.S.T.C.) (M2).

Day 4-5:

  • Post 1 piece of content using the AI Content Accelerator (M3).

The Goal Remains the Same

"You already know how to sell. AI doesn't replace your expertise; it amplifies it. It extends your reach and sharpens your edge."

Questions & Discussion

Aditya Jain

aditya1384 [at] gmail.com

+91 9986590180