content-freshness

What this datapoint measures

Recency of content relative to category-aware thresholds. Different categories have different freshness expectations: news content should be very fresh; evergreen reference content can be older; product specifications should be updated when products change.

What high looks like

• Content modification dates appropriate to category
• Date-sensitive content (statistics, market data, regulatory references) updated as facts change
• Evergreen content with periodic review dates showing maintenance
• New content production at category-appropriate cadence
• Outdated content retired or updated rather than left stale

What low looks like

• Substantial old content without revision dates
• Statistics and data that are years out of date
• References to deprecated products, expired offers, or obsolete practices
• Editorial cadence absent (no new content production)

What at floor looks like

A brand at floor on content-freshness has substantial old content with no maintenance signals. The site appears static; date-sensitive content is out of date; AI systems retrieving content cannot establish whether the content is current.

The remedy is M-8 (Content Refresh & Decay Management) work — the explicit discipline of maintaining content freshness. This work is ongoing rather than one-time; it becomes part of editorial culture.

What affects this datapoint

• Modification date currency
• Date-sensitive content updates
• Evergreen content review cadence
• New content production cadence
• Outdated content management

OMG actions that influence this datapoint

Action	Influence
M-8 Content Refresh & Decay Management	Direct, primary. M-8 is the systemic remedy.
O-6 Content Audit & Baseline Optimization	Substantial. Audit identifies stale content.

Multilingual considerations

Content-freshness varies by language. Per-language editorial cadences may differ:

• Primary-language content typically updated first
• Translated content updates lag the primary language
• Per-language news cadences differ

The team’s working principle: each language’s freshness is assessed independently. A brand may have strong English freshness and weak Japanese freshness, and the remedies are language-specific (Japanese-language editorial capacity, not English-language refresh).

Common failure modes

• New content production stopped after initial site build
• Statistics from old industry reports left in place as years pass
• Product information not updated when products change
• Old offers, expired promotions, deprecated features left in evergreen content
• Translated content not updated when original is updated

Diagnostic interpretation

content-freshness at floor with content-update-signals (V2.2) also low indicates a brand without maintenance discipline. M-8 is the systemic remedy.

content-freshness at low with content-depth at high indicates substantive content that’s aging. The remedy is M-8 work to refresh existing depth, not new content production.

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