We run the ops. You run the brand.

John Liu

John Liu

We stopped building a marketing dashboard and started building a marketing operator. The pivot story behind the new SMAQ — what changed, who it's for, and what 'AI marketing operations' actually means in practice for SMB owner-operators.

We run the ops. You run the brand.

What we used to be

When we started building SMAQ, we thought we were building a better dashboard. Faster integrations, sharper visualizations, an AI chat layer on top of your data. The pitch was: "all your marketing data, finally in one place, finally easy to query."

It worked. Customers signed up. They built dashboards. They asked questions in chat. They came back.

And then we watched what they actually did with it.

What we saw

A D2C founder logging in at 10pm on Sunday to check whether the weekend ad spend was on track.

A fractional CMO juggling four clients, opening four browser tabs, copying numbers into four different Google Slides decks every Monday.

A local-service owner who clearly had no business being in a BI tool, asking our chat "is my Google Ads working" because nobody had told him what the answer should look like.

None of these people wanted a dashboard. They wanted the work the dashboard was supposed to enable — the noticing, the deciding, the acting — done for them.

The dashboard was a workaround. The real product was the operator behind it. And we hadn't built that yet.

The pivot

So we changed what SMAQ is.

SMAQ is no longer a marketing analytics tool with AI bolted on. It's an AI marketing operations platform that happens to also have dashboards because sometimes you do want to look at a chart.

The difference matters. An analytics tool's unit of work is a query. An ops platform's unit of work is a loop: pull the data, notice what changed, decide whether it matters, act if you can, escalate if you can't.

We ship loops now. The morning brief is a loop. Conversion Value Advisor is a loop. Budget pacing is a loop. Search term analysis is a loop. The dashboard is a side effect — a place to inspect what the loops have already done.

Who this is for

This change isn't for everyone. It's specifically for owner-operators of small and mid-sized businesses who are doing their own marketing or running a small in-house team:

  • The D2C founder running a $50k–500k/month ad budget without a dedicated analyst.
  • The agency owner with 5–30 client accounts who can't afford to manually review each one every day.
  • The B2B SaaS founder with a paid acquisition motion and no time to babysit it.
  • The local-service operator who needs to know whether his Google ads are paying for themselves but can't read GA4.

What these people have in common: they need someone (or something) to do the marketing operations work, not just to show it to them.

What we're not

We're not a reporting tool you check. The whole point is that you don't have to check it.

We're not a chat interface to your data. Chat is fine, but a chat interface that requires you to think of the question is still putting the work on you.

We're not a Looker replacement. Looker is great if you have an analyst. If you have an analyst, you don't need us.

We're not an agency. An agency runs the strategy. We run the ops underneath it. The agencies that work with us tend to use us to scale their ops capacity — not the other way around.

What you actually get

A system that:

  • Pulls every channel's data continuously without you maintaining connectors.
  • Watches your campaigns 24/7 and flags anomalies before they become disasters.
  • Runs daily and weekly briefs that tell you the three things you need to act on.
  • Audits your conversion tracking so your bidder isn't optimizing against broken signals.
  • Surfaces budget pacing problems while there's still time to fix them.
  • Lets you ask the dashboard a question when you do want to dig in — and gives you a real answer, not a chart.

And a clear principle: anything that can be done without bothering you, gets done without bothering you. Anything that needs your judgment shows up in your inbox or your Slack with the context you'd need to decide in 30 seconds.

The new tagline

We run the ops. You run the brand.

That's not a slogan. It's a contract. The marketing operations work — the data plumbing, the watching, the flagging, the routine fixes — is our job now. The brand work — what you stand for, what you ship, what you say to your customers — is the work nobody can do for you.

We used to build a tool. Now we build a teammate.

Welcome to the new SMAQ.


Try the new SMAQ

14 days free. No credit card. No agency call required. Connect your ad accounts and your store, and within 24 hours you'll have a morning brief running, your conversion tracking audited, and your spend pacing watched.

If we don't save you the price of the subscription in the first month, we shouldn't be charging you for the second.

We run the ops. You run the brand. — SMAQ