
Marketers: Are You Actually Using AI, or Is AI Using You?
A while ago, a friend of mine running B2B SaaS marketing complained to me.
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AI workflows for product pages, bullets, PDP copy, and marketplace listing optimization.
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A while ago, a friend of mine running B2B SaaS marketing complained to me.

An educational article outlining six risks of generative AI in marketing—hallucinations, data leakage, copyright ambiguity, algorithmic bias, vendor lock-in, and over-reliance—alongside a three-layer defense framework centered on platform selection, internal capability building, and human oversight.

A while ago, I ran into a friend who's been in marketing for over a decade.

A few days ago, I saw a number that startled me.

A couple of days ago, a friend of mine who does paid media was venting to me.

A while ago, a friend asked me a question.

Recently, I came across a market forecast report. After reading it, I sat stunned in my chair for a good minute.

Today's throughline is clear: AI has moved past the slogan of "disrupting marketing" — it is marketing.

A friend of mine runs a small agency. Six months ago she was managing 15 Meta ad accounts and barely sleeping.

A friend of mine runs a consumer brand. Last year he paid an influencer with about 400,000 followers to post one video. One video.

The other day I was scrolling through Xiaohongshu(RED, China's Instagram-like lifestyle platform)and a seeding post(product-recommendation post)caught my eye.

Have you ever had this experience?

A while ago, a friend of mine who runs a brand came over for tea.

A few weeks ago a creator I follow posted a clip. Looked slick. Tight edits, clean captions, a background that shouldn't have been possible in his tiny apartment.

A while back, I was buying a coffee machine on Amazon.

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I came across some data recently that stopped me in my tracks.

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I saw a number recently that stopped me cold.

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A while ago, I opened my inbox and found a fresh CEO survey.

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Translator's note: Liu Run is a Chinese business consultant and writer. The article is written in his voice, addressed to a friend.

A few days ago, a friend who runs an e-commerce business complained to me.

A while back, I scrolled past a marketing blog whose title I've already forgotten.

A while back, I scrolled past a piece of news that left me sitting there stunned.

Today's 20 signals all point to one thing: the decisive factor in AI marketing has shifted from "whether to use AI" to "whether you can turn it into a system.

A while back, I read a piece of news that made me genuinely uncomfortable.

A while ago, I saw a set of numbers that genuinely shook me.

I was talking recently with a friend who runs growth.

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