Microsoft and Google are both incorporating AI-powered chatbots into their core search offering. This will create a better user experience for some search categories earlier in the customer journey.

Search is a huge prize, bigger than TV advertising, and AI represents the biggest potential shakeup to that market since the rise of mobile. With ~95% market share outside China, Google's risk is to the downside.

Search is an early, but not the most natural, home for conversational AI: Microsoft and Google have also announced integrations into productivity software. Expect a wide range of services to be transformed by AI integrations as startups and tech giants alike seek share in newly contestable markets.

A combination of factors drove the worst quarter ever for big tech growth, though the secular shift online of the economy and society will continue.

Advertising demand is down, reflected in lower prices. Ads did better the closer they are to transactions, with variability by category.

Efficiencies and AI are the investor-soothing buzzwords going into 2023.