AI Visibility Audit: A Step-by-Step Checklist You Can Run Yourself
A five-section AI visibility audit checklist covering access, extraction, attribution, current citation rates and the competitive landscape you can run internally.

A five-section AI visibility audit checklist covering access, extraction, attribution, current citation rates and the competitive landscape you can run internally.

Robotic process automation delivered real value for a specific category of processes — but most mid-market deployments have quietly expanded beyond what RPA was designed to handle. This post offers five specific diagnostic criteria for identifying when your programme has hit its structural ceiling, and a phased roadmap for evolving to AI-augmented automation without abandoning your existing investment.

The short answer Use RPA when a task follows the same rules every time (data entry, form filling, moving information between systems). Use AI agents when a task requires reading, judgment, or context (analysing documents, drafting responses, making decisions). Most organisations need both — RPA for the repetitive movement of data, AI agents for the…
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