
What Does an AEO Agency in the UK Actually Do?
66% of UK senior decision-makers now use AI in procurement. Here is exactly what a UK AEO agency does, what to look for, and what questions to ask before you appoint one.
Weekly PoV on Answer Engine Optimisation, Agentic AI lead generation, Google AI Overviews, ChatGPT search ads, AI governance, and persona-driven B2B GTM. Written for enterprise marketers who need to win citations in AI-powered search, not just rankings.
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Four decision-stage guides for B2B marketers evaluating AI search investment. Each post answers a distinct question buyers ask before signing an AEO contract.
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Adobe's 2025 research shows 87% of creative professionals already use AI tools. Goldman Sachs estimates 26% of creative tasks are automatable. The creative industries are not being replaced - they are being bifurcated.
A critical survey of 45 peer-reviewed GEO studies establishes that generative engine visibility cannot be measured with a single citation count. This article defines six commercially relevant metrics - Discoverability, Mention Probability, Citation Probability, Narrative Accuracy, Recommendation Rate, and Commercial Influence - with evidence grades, denominators, and a reproducible measurement protocol grounded in the July 2026 literature review.
LinkedIn replaced its entire ranking engine with a 150-billion-parameter AI called 360Brew. Median impressions dropped 47%. Engagement pods are dead. Here is exactly what the new algorithm rewards - and the B2B content strategy that wins in 2026.
Are companies replacing workers with AI or using AI to justify conventional cost cutting? Examine Microsoft, WPP, Gartner, Forrester, Deloitte and Accenture evidence.
AI is contributing to job displacement, particularly in repeatable digital and administrative work. However, current technology layoffs also reflect margin pressure, portfolio restructuring, over-hiring, bureaucracy reduction and capital reallocation toward expensive AI infrastructure. The correct question is not whether AI was mentioned, but what work was genuinely automated and what capability disappeared with the role.
The European Commission issued binding DMA orders on 16 July 2026 requiring Google to share search click and impression data with rival AI engines from January 2027. Here is what B2B marketers and AEO strategists need to understand before the deadline.
Kimi K3 is the world's largest open-weight AI model. DeepSeek was the first. Llama, Mistral, and Qwen have been building the open-weight ecosystem for years. Does Kimi K3 represent a tipping point where open-weight models become the default choice for enterprise AI? Or do closed proprietary models retain structural advantages that benchmarks cannot capture?
6.5 million marketing and customer service jobs face AI disruption by 2030. 63% of marketers are already using GenAI. The question is not whether to adapt - it is how fast and how strategically.
Many brands celebrate their first ChatGPT mention. That is commercially premature. Full-funnel AEO moves beyond measuring whether an AI mentions your brand - it optimises whether you are cited, recommended, selected and connected to a measurable conversion journey.
The EU AI Act full enforcement deadline arrived on August 2, 2026, making AI governance an immediate operational requirement for any enterprise operating in or connected to the EU. With penalties reaching 35 million euros or 7% of global annual turnover, and only 35.7% of managers feeling ready for compliance, the gap between AI deployment speed and governance maturity is now a board-level financial risk.
Kimi K3 enters the frontier at $3 input per million tokens. GPT-5.6 Sol charges $5. Claude Fable 5 charges $15. Gemini 2.5 Pro charges $1.25. The price gap is widening. Here is the complete comparison of capabilities, pricing, and B2B workflow fit.
92 million roles will be displaced by 2030 while 170 million new ones emerge. The question is not whether AI will reshape your career - it already is. Here is how to prepare.