smec's Mike Ryan ran 383M EMEA ecommerce impressions and found exact match now matches literally only ~71% of the time, down from ~100% in early 2025, with AI Max claiming the rest out of the same daily budget. Campaigns using auto-created assets or campaign-level broad match get force-migrated September 1.
Why it matters: Any year-over-year search report written before September needs a caveat that exact match stopped meaning exact match. Split AI Max into containment campaigns now, while you still control the setting.
Position-one organic CTR fell from 28.5% to 17.2% while AI Overviews reached 62% of commercial queries, and the named operators are not waiting: one moved 30% of content budget into YouTube tutorials for a 19% lift in YouTube-referred sessions, another rebuilt Shopping around branded defense and Customer Match instead of generic prospecting.
Why it matters: AI search is usually sold as a visibility problem, but the actionable half is channel mix. The reallocation plan is the work, not the citation count.
Kevin Indig's H1 2026 report found 91% of AI citations appear on only one platform, so single-engine tracking is blind by construction, and Search Console is roughly 75% incomplete on AI search. ChatGPT's share slid from 78% to 56% over the year while Gemini doubled to 30% and Claude went 2% to 10%.
Why it matters: Any AI visibility report built on one engine is wrong by construction. Poll across ChatGPT, Gemini, Claude and AI Overviews, and track mention frequency and sentiment rather than citation counts alone.
Clinch's Taylor West says dedicated transformation groups now own picking AI vendors, implementing them and proving they deliver, and that this is what finally collapsed the creative, media and data silos twenty years of strategy decks could not.
Why it matters: If you sell AI-adjacent services, this is a new buyer with its own budget and a hard requirement for proof. If you sit inside a brand, it is the team that will own your tooling decisions.
Day one of a public 72-hour experiment: 594 personalized cold emails at 86% delivery, 556 landing pages publicly torn down, zero replies and zero revenue, with CAPTCHAs and new-account rate limits capping the operation harder than any targeting decision.
Why it matters: The honest counterweight to agentic-outbound demos. Volume is effectively free now, so the binding constraints are permission, deliverability and sender reputation, none of which an agent can generate for you.