3 stories tagged #budget-allocation.
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Microsoft now touches nearly every stage of how a business actually buys through LinkedIn for identity, Copilot and Bing for research, its ad network for media, Dynamics for the CRM record, and Teams for where the work happens. No other company holds that much of the chain at once.
85% of enterprise marketing teams missed a campaign launch date last year due to approvals, revisions, and four people touching a single email before it ever went out.
In March 2025, AI-referred traffic to U.S. retail sites converted 38% worse than everything else. By March 2026, the same channel converted 42% better according to Adobe Digital Insights data covering more than a trillion site visits. Microsoft Clarity analysis of more than 1,200 websites in December 2025 recorded AI referral sign-up conversion at 1.66% versus 0.15% from organic search.
Semrush data placed the conversion lift for LLM visitors at 4.4x compared with traditional organic.
A June 2026 McKinsey survey found that 96% of CMOs agreed they feel excited about the possibilities of AI at work, while only 28% viewed their companies as pursuing a fundamental rewiring of marketing teams and workflows, according to [MarTech](https://martech.org/what-cmos-should-be-doing-about-ai-right-now/).
The same McKinsey survey showed 80% of CMOs agreed that AI poses a threat to their job security.