Our mission: help 100,000 businesses run on GTM OS to build profitable companies. We're at about 3,000 now so we have a long way to go.

With that intro, let's get moving!

Let's dig in.

AI is putting pressure on every go-to-market function right now. Marketing, sales, customer success, operations. Everyone's feeling it.

96% of marketers are now using AI tools. Every CEO in my roundtables is deploying agents for research, outreach, pipeline scoring, follow-up. If you don't say "AI" every third word, people assume you're behind.

Then the other number shows up.

95% of AI pilots fail to deliver meaningful ROI.

If everyone is using it, and 95% of the projects are failing, where's the disconnect?

Most companies are trying to optimize every function at once. Which one is actually buckling under the pressure? That's the question I started digging into after a couple of board conversations.

The answer surprised me.

AI can write blogs, emails, social copy. It can look at every competitor and remix the best of it faster than any human.

Sounds great. Until everyone's content looks the same.

I was talking to a CMO last month. She said, "Sangram, we're producing 10x more content than last year. Engagement is down. Pipeline is flat."

Of course they are. That's AI slop. Unlimited output, none of it written for a human. I sat with a team reviewing their outbound scripts. The emails were long, detailed, perfect. I was exhausted reading them. Then someone said, "That's what our AI produced."

Our brains are already tuning it out. Content got commoditized. Conversion didn't come with the volume.

So is marketing the function that breaks first? Maybe. Let's keep going.

AI is automating outbound at scale. Thousands of "personalized" emails. AI SDRs. Automated follow-ups. Volume is through the roof. Conversion is not.

A CRO told me: "We're sending more emails than ever. We're getting more meetings than ever. Our close rate is going down."

That math shouldn't work. More meetings at a flat close rate should still mean more revenue.

Here's what was actually happening. AI was booking meetings with people who were not in their ICP. The CRO had told the system to send as many emails as possible and get as many meetings as possible. So that's what it did. It did the job. It also almost cost him his.

AI slop in sales isn't bad copy. It's a full calendar of the wrong conversations.

Is sales the one that breaks first? Maybe.

This is where AI showed up first. Chatbots. Automated responses. Self-service portals. On the surface: efficiency.

Last week I was going through churn data with a CS leader. She said ticket resolution time was down 40%. That's the metric everyone celebrates. Then she said NRR was also down. Customers were churning faster.

AI was answering questions. It was not building relationships.

In B2B, relationships are the business. You can save money in the short term by replacing human connection with a bot. Six months later your best customers are gone, and they never even knew who they were talking to.

The leading indicator looked great. The lagging indicator told the truth.

Is CS the one? Maybe.

Nobody talks about this one enough.

AI is generating reports, agents, automations, data everywhere. At a CEO roundtable, one CEO, let's call him Georgie, said it plainly:

"We have more dashboards than ever. We have more reports than ever. I still don't know what's actually working."

Signal drowned in noise. Same report every day, brain tunes it out. Ops teams treating AI the way they treated martech: buy it, turn it on, nobody looks at it. Flying blind with prettier charts. False positives programmed to look like progress.

Is ops the one? Maybe.

It's not marketing. It's not sales. It's not CS. It's not ops.

AI doesn't break your go-to-market. It exposes the cracks you already had.

If marketing and sales weren't aligned before AI, AI will not magically fix it. It will announce the misalignment louder.

If the handoff between sales and CS was messy, AI multiplies the mess.

If your data was a disaster, AI gives you more disaster, with dashboards that can lie to you because they were told to.

I call this go-to-market debt. Companies with alignment issues are struggling with AI because they're using it as patchwork on a system that was already broken.

Stop. Sit in a room. Old school.

Put your ICP on the whiteboard and ask: are we actually aligned on this?

Look at the 15 GTM problems framework on our website. Pick the top three. Make them history.

Put the 8 questions of GTM OS on one slide and answer them as an executive team. You will be shocked how misaligned you are. AI will not solve that. You have to.

Then go to take our GTM Assessment for b2b teams. Over 3,000 companies have already done the assessment. It shows you what stage you're in, which of the five valleys of death is stopping you, and what to do next. Do it yourself. Then do it as a team.

If you want help implementing it, that's what the GTMarketplace is for: certified partners who've spent 10-20 years in your industry, available and ready to help you.

Our mission is 100,000 companies running their business with the GTM OS^TM. Notice what's not in that pitch? AI. The goal is a profitable business.

CEOs: if growth is stalling and you'd rather fix the system than buy another agent, work with one of our GTM OS Certified Partners.

Fractionals: 10+ years in GTM and want to join the GTM OS Certified Partner program? DM me on Linkedin

Now, let's get moving.

love,

sangram

p.s. 100,000+ GTM leaders read our content every day. If you want more frameworks like this, follow along at runongtmos.com and let's get moving.