Marketing is the most AI-fried job.

Hi! 👋  My name is Apurva. I’m a brand strategist, data nerd, recovering big-tech marketer, accidental founder, reluctant React debugger, mom of two, and the kind of person who blows past her screen time limits doomscrolling parenting reels while stress-searching LinkedIn for anything that feels human. I started this newsletter because I think marketers are drowning and nobody's naming the why.

You're getting this because we've crossed paths recently — a project, a conversation, a demo, a conference, or you signed up to learn more about Optimly. If this isn't for you, no hard feelings — unsubscribe anytime. But if you're a marketer trying to make sense of AI right now (without going crazy), stick around.

The best marketers have always been translators. You take something complex — a product, a market shift, a technical capability — and turn it into clarity for a specific human making a specific decision. That is a beautiful, hard skill. It requires empathy, judgment, and taste that no tool can replicate.

And right now, that skill is more valuable than it has ever been, and should be giving you more clarity and focus in your day-to-day work.

So why does it feel like you're drowning?

Case in point: it's 11pm. I've blown past my screen time limits again, re-reading an article about where B2B marketing is headed. I get to the section where they list what a modern marketer needs to be in 2026 — strategic, data-literate, creative, technical, customer-obsessed, AND fluent in how LLMs learn and distribute information — and I stop scrolling because I’ve just had a realization that makes my heart sink.

I just read six different job descriptions stapled together. An impossible feat even for the best marketers I know.

BCG and HBR published a stat in March 2026 that I found simultaneously surprising and unsurprising: 1 in 4 marketers report “AI brain fry.” Highest of any corporate function. Nearly 2x compared to sales and business development professionals.

BCG’s diagnosis is that marketing is more vulnerable because “quality is subjective.”

I don’t buy it.

That same week, I had two conversations that made this feel less like a theory and more like a pattern. A solo marketer at an early-stage fund. It's 4:30 on a Friday. She's spent the entire day teaching herself Webflow through Claude so she can ship one website change without waiting on anyone. She tells me: "I feel like I have to go back to two years ago and start writing again."

Oof.

A founder who IS her own marketing team. She's smart, she's moving fast, but her content strategy feels vague and she can't figure out why. The reason it feels vague is that the job has expanded into territory that didn't exist eighteen months ago.

Marketing before was: managing your brand's website, social, PR, events, sales enablement, and content calendar — that was already a lot.

Now add:

No one updated the job description. The work just… grew. Exponentially. All the while budgets are shrinking, “because we have AI now, right?”

So no, marketers don't just make campaigns.

You are the person who makes sure the brand makes sense — to customers, to analysts, to investors, to candidates, to partners, to journalists, to your own sales team, to the board, and now to the AI models that your buyers are asking before they ever talk to you.

You translate product into positioning. You translate positioning into pipeline. You translate a founder's midnight panic into a calm, coherent narrative that makes the company look like it knows what it's doing. You translate data into a story the board can follow. You translate a bad quarter into a "strategic pivot." You translate an engineering breakthrough that nobody outside the building understands into a reason a buyer should care.

You are the connective tissue of the entire company. And the information ecosystem you manage now includes humans, search engines, social platforms, review sites, community forums, analyst reports, AI training data, and autonomous agents that evaluate your company without ever loading your homepage.

That is not “subjective” work.

That is the hardest job in the building.

And if you have felt like you are failing at it, you are probably not. You are doing a job that quietly became six jobs. And nobody sent the memo.

Not to hand you another tool roundup. Not to assign more homework. Lord knows we have enough.

I’ve spent my career looking at data across hundreds and thousands of brands — how people (and now AI) perceive them, where they're visible, where they're understood, what's actually moving the needle and what isn't for brands that are looking to get their story out there. I see patterns most individual teams can't, because no one team has the cross-category view.

But even I'm overwhelmed by what it all means. I don't have all the answers. I don't think anyone does yet.

So Signal / Noise is the place where we figure it out together.

Every Thursday, I'll share one pattern from the largest open dataset on how AI sees and talks about brands — the kind of insight you can't get from your own dashboards.

I’m measuring market perception, competitive intelligence and positioning for 5,000+ brands across ChatGPT, Claude, Gemini, and Perplexity. That cross-category view surfaces things no individual team can see: which categories AI (and by proxy, the market) favors, which signals actually move the needle, where the gaps are between how brands see themselves and how AI represents them to buyers.

AI isn’t just something that shapes individual buying decisions, AI is shifting market behavior and redrawing the competitive map for entire categories.

Expect data, not platitudes. Outcomes, not tool roundups. And guest perspectives from the AI researchers shaping how these systems learn and distribute information.

And I promise to keep it real. Which means keeping it human. Because the only way to keep going when the problems feel too big is to stay connected to each other and to remember why we do this work in the first place.

The best marketers have always been translators. AI can generate content — but it still can't understand why someone should care. That's you. That's still you. And that skill is worth more now than it has ever been.

This newsletter is called Signal / Noise for the same reason the problem exists: there's too much noise.

Does this resonate?

If so, let me know what your AI brain fry story is and I’ll feature the best ones next week (so we can all feel a little less alone in this).

And if you know a marketer who needs to hear this, forward it.

We could all use a little more signal and a lot less noise right now.

—Apurva