AXD for Strategists

Run the AXD Readiness Assessment across your organisation to establish a baseline maturity score for each of the Four Pillars.

Map your current customer journey to identify which touchpoints will be mediated by agents first - these are your highest-priority readiness gaps.

Audit your product data for machine readability - can an agent discover, evaluate, and compare your offerings without a browser or a human?

Assess your reputation infrastructure - do you have structured, verifiable data that agents can use to evaluate your trustworthiness?

Benchmark against competitors using the Four Pillars framework - the first organisation in your sector to achieve AXD readiness gains a structural advantage.

Implement structured data (Schema.org, JSON-LD) across all product pages so agents can parse your offerings without rendering a webpage.

Create machine-readable product specifications that go beyond marketing copy - agents need precise attributes, constraints, and compatibility data.

Publish an llms.txt file and agentic markdown content that makes your organisation discoverable and comprehensible to AI systems.

Design your API surface for agent consumption - agents need programmatic access to product data, pricing, availability, and policies.

Audit your signal clarity quarterly - as agent capabilities evolve, the bar for machine readability rises continuously.

Redefine your value proposition for agent evaluation - machine customers optimise for mandate fulfilment, not emotional appeal or brand loyalty.

Build reputation via reliability - agents select partners based on verifiable performance data, not advertising spend or market share.

Design your pricing and policies for machine negotiation - agents will compare, negotiate, and switch providers at speeds humans cannot match.

Invest in intent translation - ensure agents can map their mandates to your products without human interpretation or sales assistance.

Prepare for agent-to-agent commerce - your next customer may not be a human with an agent, but another organisation's agent acting autonomously.

Phase 1 (Foundation): Achieve signal clarity - structured data, machine-readable content, and API access for all core products and services.

Phase 2 (Trust): Build reputation infrastructure - verifiable performance data, SLA transparency, and structured trust signals for agent evaluation.

Phase 3 (Engagement): Enable machine-to-machine transactions - API-first commerce, programmatic ordering, and automated fulfilment without human mediation.

Phase 4 (Optimisation): Implement intent translation - align your offerings with how agents interpret and fulfil human mandates.

Review and update your roadmap quarterly against the AXD Readiness Maturity Model - the four levels are Unready, Foundational, Competitive, and Optimised.