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AI Product Go-to-Market: From Early Users to Pipeline

Make each key go-to-market decision for an AI product, using one running example: an AI compliance tool for UK SMEs. The decisions run from choosing an ideal customer profile and positioning through founder-led sales, pilots, security reviews, channels and metrics. You finish each lesson with a usab
Capable · 19 levels · 2 free · Created Oct 2026 · Professionally curated by levelupwith.com
What's inside
- Level 1: Ideal Customer Profile and BeachheadFree
Use early-user evidence to define an ideal customer profile and choose one narrow beachhead segment for the UK SME compliance tool. - Level 2: Positioning Against Incumbents and AI ToolsFree
Position the product against the buyer's real alternatives: consultants, spreadsheets, established compliance software, general-purpose AI assistants and doing nothing. - Level 3: Messaging That Survives AI Scepticism
Turn positioning into messaging that wins over sceptical SME buyers by stating outcomes, limits and proof instead of AI hype. - Level 4: Choosing a PLG, Sales-Led or Hybrid Motion
Choose a product-led, sales-led or hybrid go-to-market motion based on deal size, buyer complexity and time-to-value. - Level 5: Founder-Led Outreach
Run targeted founder-led outbound and warm outreach to book conversations with ideal-customer-profile accounts. - Level 6: Discovery Calls and Qualification
Run structured discovery calls that uncover pain, impact and buying process, and qualify opportunities with a consistent framework. - Level 7: Demos That Show Real Work
Build demos that show the product completing the prospect's own compliance task with realistic data, not a scripted show of AI magic. - Level 8: Pilots With a Path to Paid
Design time-boxed pilots and proofs of concept with measurable success criteria agreed in writing and a pre-agreed conversion to a paid contract. - Level 9: Security Reviews, Procurement and Trust
Prepare for security questionnaires and procurement with clear data-handling answers and an outline understanding of SOC 2 and ISO 27001. - Level 10: Pricing in the Sales Conversation
Present and defend pricing in live deals by anchoring on value, structuring options and handling discount requests in a disciplined way. - Level 11: Partnerships, Resellers and Marketplaces
Assess and set up channel partnerships with accountants, compliance consultants, resellers and cloud marketplaces to reach SMEs at scale. - Level 12: Content and SEO for Demand
Build a content and SEO programme that answers the compliance questions SME buyers search for and turns readers into pipeline. - Level 13: Visibility in AI Assistants
Improve how often and how accurately AI assistants and AI-powered search describe and recommend the product when buyers ask about compliance tools. - Level 14: Community and Events
Use communities, webinars and industry events to build trust and generate qualified conversations within the beachhead segment. - Level 15: Funnel Metrics: Pipeline, CAC, Payback
Measure the go-to-market funnel end to end, covering pipeline, stage conversion, customer acquisition cost and payback period, to find what to fix first. - Level 16: Hiring the First Salesperson
Decide when founder-led sales is repeatable enough to hand over, then hire, onboard and measure the first salesperson. - Level 17: Expanding Existing Accounts
Grow revenue from current customers through onboarding, adoption, renewal and structured expansion into new teams, entities or use cases. - Level 18: Building a 90-Day Go-to-Market Plan
Combine the course's decisions into a prioritised 90-day go-to-market plan with goals, channels, owners and review points. - Level 19: Final Challenge: Full Go-to-Market Review Exam
Apply every decision from the course to a full go-to-market scenario for the UK SME compliance tool and defend the choices made.
Access
The first 2 levels are free with a free account. Every level, the podcast edition and the AI tutor come with All Access at £4.99/month or any Creator plan — see pricing.