EU links cybersecurity to AI oversight
Organisations adopting advanced AI for cybersecurity face a difficult question: how can they use it to strengthen defences without introducing new cyber risks? The EU links cybersecurity to AI oversight by bringing model evaluation, AI Act supervision, secure testing and cyber resilience into a more...
Automate AEO citation testing
Teams trying to improve visibility in AI-generated answers face a basic measurement problem: a citation can appear without supporting the statement attached to it. To automate AEO citation testing effectively, build a repeatable evaluation harness that checks each factual claim against authoritative...
US lawmakers weigh independent AI audits
US lawmakers are weighing independent AI audits as a way to test powerful models without relying solely on the companies that build them. The central question is no longer simply whether frontier AI needs more scrutiny, but who should conduct that scrutiny, who should set the standards and whether a...
Monitor link carousels in AI Mode
Search visibility can no longer be evaluated only through a conventional results page. To monitor link carousels in AI Mode effectively, publishers need to combine Google’s generative-AI performance reporting with direct observation of how sources appear inside AI responses.The opportunity is growin...
Label output from AI content generators
Publishing output from an AI content generator without explaining its origin can confuse audiences, weaken accountability, and leave downstream platforms with little reliable provenance data. Effective AI-generated content labeling solves more than a wording problem: it combines a visible disclosure...
Automate blog ops with AI agents
Publishing more articles is rarely the hardest part of content operations. The real bottleneck is coordinating research, briefs, drafting, SEO review, approvals, publishing, distribution, and performance monitoring, which is why teams are looking to automate blog ops with AI agents rather than use A...
Build brand signals for AI recommendations
To build brand signals for AI recommendations, marketers need to make a brand easy to identify, understand, verify, and retrieve. Traditional search authority still matters, but recent 2026 analyses argue that AI recommendations increasingly depend on entity clarity: whether a system can confidently...
Major AI outages spark resilience rules
Major AI outages spark resilience rules because organizations are no longer treating advanced models as optional productivity tools. When an AI service supports customer operations, software development, fraud analysis, security work, or critical-infrastructure monitoring, a loss of availability can...
Automate AEO metadata for AI overviews
Automating AEO metadata for AI Overviews is not about creating a secret layer of machine-only content. Google’s 2026 guidance says optimization for answer engines and generative engines is still fundamentally SEO: AI Overviews and AI Mode depend on Google’s core Search ranking and quality systems. T...
