john mingam.
GEO / AI

GEO / AI

2025–2026 — AI Labs Audit

Why review strategic content for freshness?

Direct answer

Review important content at least quarterly, particularly for systems using live search such as Perplexity. Refresh actual information rather than only changing dates.

SFT mapping

StructureFlowTrust

Source

2025–2026 — AI Labs Audit

Further analysis

Use this entry as an audit checkpoint. The cited source establishes the context; the direct answer identifies what to check before choosing an action.

In SFT, this topic relates to Flow, Trust. Check whether the signal is visible on the page, connected to the rest of the website and supported by understandable evidence.

Related search terms include freshness, quarterly updates, Perplexity. Use them to describe the issue in a brief, audit or answer page.

Applying SFT

Flow connects the answer to other website entities through internal links, logical journeys, categories and pillar pages.

Trust requires observable evidence: sources, consistency, citations, identifiable authors and verifiable claims.

Accessibility

Customize the site display and assistance features.

Text size
Text spacing

Voice reading

Reads selected text, or the main content if nothing is selected.