Technology Category
Winterberry Group and Lifesight's report, published September 30, 2026 and based on 121 US executives, found 83% rank cross-channel spend optimization a leading priority and 93% rely on platform-native reporting.
Why it matters
It shows most teams still depend on each platform grading its own homework.
On October 1, 2026 Mixpanel announced Agent Intelligence in early access: pre-loaded cost, latency and error metrics, agent conversations stitched together, and experimentation on prompts and models.
Why it matters
Teams that deploy agents in support, onboarding or marketing need to know whether the agent resolved the user's need.
On September 29, 2026 Google announced that app conversions are supported in cross-channel conversion reports, including performance, attribution analysis and attribution models. Budgeting still covers web only.
Why it matters
Customer journeys that cross apps and sites were split across reports, which skews credit between channels.
In May 2026 GA4 began grouping sessions from recognized AI assistants such as ChatGPT, Gemini and Claude into a new AI Assistant channel with an ai-assistant medium. Traffic without a referrer still lands in Direct.
Why it matters
It makes AI-assistant visits countable without custom rules, which is the first step to knowing whether they matter.
Amplitude
Amplitude Analytics is a product and web analytics tool with funnels, retention, segmentation and session replay. Amplitude offers a free Starter plan and usage-based paid plans.
Google Analytics 4 is Google's analytics product for websites and apps, introduced on October 14, 2020. Google offers a free version and a paid enterprise tier, Analytics 360.
Analytics
Marketing mix modeling (MMM) is a statistical method that uses historical sales and marketing data to estimate how much each marketing activity contributed to sales.
Analytics
Marketing analytics and measurement tools collect data on how people find, use and buy from a brand, and attribute results to channels and campaigns.
AEO, also called GEO, is the work of making sure AI assistants describe your brand accurately. What it is, how it is measured, and what to be careful about.
Why it matters
If buyers get a shortlist from an assistant, a brand that is missing or described wrongly loses consideration before a visit happens.
The Commission proposed single-click reject and a six-month pause on re-asking. In mid-2026 the Council's working text dropped the cookie provisions.
Why it matters
Marketers should not redesign consent flows around a proposal that is not law and may change, but they should expect pressure toward simpler consent and browser-level signals.
