MAP AI INSIGHTS

AI, Software & Digital Growth Insights

Practical checklists and decision guides for evaluating business workflows, scoping software and improving website clarity.

AI automation

How to Identify an AI Automation Opportunity Worth Pursuing

Evaluate an AI automation idea with a workflow brief, baseline measures, review rules and a practical pilot checklist.

Software

Prepare a software brief covering users, workflows, interfaces, acceptance checks, costs and maintenance responsibilities.

Search visibility

Understand SEO, AEO and GEO, the website work each involves, and how to measure mentions, citations and qualified enquiries.