AI and marketing automation, without the hype

AI and automation

AI does not fix a process that does not exist. On top of clean data and a clear flow, though, it does things that were previously unaffordable: classifying every inbound lead, holding a sales conversation at three in the morning, producing creative variants per segment.

This is where we separate the two. What we automate today in real accounts, what is still not worth it, and how the game changes when search answers the question instead of listing links.

Articles

AI & automation December 12, 2025 5 min read

Answer engine optimization: how to get AI to cite your brand

Classic SEO competes for the ranking. AEO competes for the citation. What changes when search answers instead of listing links, and the five things that actually move it.

AI & automation September 12, 2025 5 min read

AI chatbots for business: how to pick the one that fits

There is no best AI chatbot, only the one that solves your problem. A guide by job to be done: channel, volume, who takes over, and what happens when the AI does not know.

This is what we do for clients on this front:

See Marketing automation with AI →