It is an attempt to rebuild marketing automation around AI reasoning, led by someone who helped define the category, and its pricing model breaks from database-size pricing.
Search campaigns that rely on dynamic ad generation will be changed whether advertisers act or not, and reporting for the new setup is still being built.
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.
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.
It shows the category is being built into marketing suites and funded as a stand-alone market at the same time, which affects which tools marketers can buy and how long independents will stay independent.
Outcome-based agent pricing and built-in AI-visibility tracking move both ideas into the mainstream mid-market stack, where they can be bought without a separate vendor.
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