90 days AI playbook for Sales and Marketing

The 90-Day AI Sales Playbook for Salespeople is a practical, step-by-step operating system for reps and sales managers who want measurable pipeline growth without bloated software or vague theory. Designed to be used 60–90 minutes a day, this playbook shows you how to apply AI to the entire revenue motion—from lead research and list building to multichannel outreach, meetings, CRM hygiene, no-code automation, reporting, and optimization—all while preserving the human tone that wins replies and meetings.

At its core, the playbook helps you ship value fast. In the first two weeks you’ll lock a crisp ICP, mine trustworthy personalization hooks, and launch safe email pilots. By Day 30 you’ll have deliverability under control and two performing sequences. By Day 60 you’ll be summarizing calls to MEDDICC automatically, keeping a tidy CRM, and running your first Make.com/Zapier scenario to move data and trigger alerts. And by Day 90, you’ll operate a tight, repeatable cadence with weekly dashboards, anomaly detection prompts, competitor battlecards, and a refined scoring model that prioritizes accounts that convert.

What you’ll achieve by Day 90

• 2–3× more qualified first meetings from ICP accounts
• 5–10× faster research and personalization using AI prompt cards and repeatable workflows
• Clean, searchable CRM with action-oriented summaries and next steps that actually get done
• One live no-code automation to create drafts, update logs, and notify you on high-intent replies
• A weekly, test-and-learn rhythm with A/B testing, reporting, and coaching loops that compound

Built on a lean, free-tier-friendly stack

You’ll master at least five tools (and several optional helpers) without needing a big budget:

ChatGPT (or any LLM) for writing, summarizing, and data cleanup; Perplexity for fast, source-linked research; Clay or Apollo for list building; Instantly or Mailshake for sequences and A/B tests; Fireflies/Fathom/Otter for call recording and summaries; plus your CRM (HubSpot/Zoho), Sheets/Excel, and Make.com/Zapier for automation. The playbook includes copy-paste prompt cards and SOPs so you can deploy workflows immediately.

What’s inside (structure & highlights)

• Foundations (Days 1–30): lock ICP, extract real triggers from verified sources, enrich leads, and pilot short sequences under strict deliverability guardrails.
• Build & Automate (Days 31–60): enforce CRM hygiene, auto-summarize calls to MEDDICC/BANT, stand up your first no-code scenario, and launch a weekly dashboard with forecasting and anomaly prompts.
• Scale & Optimize (Days 61–90): add LinkedIn/social touches, create competitor battlecards, test multichannel sequencing, and upgrade your Fit/Intent/Timing score from real results.

Visuals and data you can act on

To make the plan concrete, the document includes diagrams, charts, and tables (with all table borders visible and page-numbered for easy reference):

• Process Flow (rounded boxes) — Lead → Won with AI checkpoints
• No-Code Automation Flow — Trigger → AI draft → log updates → alert routing
• 13-Week Gantt Timeline — week-by-week plan at a glance
• Funnel Bar Chart — Sent → Delivered → Opened → Replied → Meetings → Won
• Reply-Rate Trend Line (WoW) — spot plateaus and decide tests
• Email Length vs. Reply Rate Scatter — find your 90–120 word sweet spot
• Template × Region Heatmap — scale winners and retire underperformers
• Call Quality Radar — coach against a 10-point scorecard
• Channel Split Pie — rebalance effort by what’s actually booking meetings
• Objections/Win-Rate Table & Touch-by-Touch Performance Table — hard numbers for coaching and planning

Formatting for usability: This edition includes page numbers (“Page X of Y”), page borders, full grid borders on all tables, and cleaned-up flowcharts so the visuals paste neatly into decks or internal wikis.

Prompts, templates, and SOPs you can copy-paste

Every section ships with prompt cards (“Research → Hooks,” “Email Draft → JSON,” “MEDDICC summary,” “Anomaly detector,” “Score with reasons”) and ready-to-use templates (short emails, LinkedIn notes/DMs, discovery openers). You also get data structures for leads and scorecards so your sheets and CRM fields line up with the workflows—no guesswork, no loose text.

Guardrails and governance baked-in

No fabricated logos or claims. Clear consent and privacy practices. Domain warm-up and throttling to keep deliverability healthy. Human-in-the-loop review for the first month of any automation. Each workflow minimizes data exposure and focuses on verifiable sources so you can scale without creating risk.

Who this is for

• Individual contributors who want more meetings from the same hours
• SDRs/BDRs launching AI-assisted prospecting without “AI-scent”
• SMB/Startup teams needing a predictable pipeline with lean tools
• Sales managers who want reproducible coaching and a weekly rhythm that sticks

Why it works

The playbook treats AI like a coachable intern: crystal-clear instructions, reviewed outputs, and constant examples from your best assets. It favors short cycles, small wins, and rolling improvements over big-bang projects. Each week builds on the last, so you ship real outcomes early while compounding gains into Day 90.