Ever since I started AWR, I always wanted to help people with their SEO tasks. But that wasn't always easy, especially since most of our clients are experts in SEO.

Fast forward 20 years later, everything changed with the advent of AI agents. They knew almost everything about SEO, but there was something missing.

It all started when I asked Claude one day why one of my competitors is ranking above us in SERPs. It wasn't the first time I asked AI this question, but this time the answer was prompt and fast:

"I'm sorry, but I cannot answer this question without more data."

What? I was surprised. I sat there and looked at the screen for a few seconds, saying: when did AI become so smart?

Then I asked: what data do you need to answer this question?

And Claude came up with a list of things which I immediately recognized, because that was the exact data we collect every day for our clients in AWR.

I logged in and made a few CSV exports from AWR with the data it asked for and, to my surprise, it came back with the best answer I ever got for this question from an AI. 

I was so happy. I finally had something useful. Something that will help anyone that has an online presence answer their most important SEO questions.

That moment stayed with me for weeks. Not because the AI was impressive. By then, we'd all gotten used to AI being impressive. It stayed with me because of what it revealed about the work itself.

Think about what a normal Monday looks like for an SEO. You open your favorite rank tracker. You export the rankings. You export the visibility report. You export the competitor data. You open a spreadsheet. You build a pivot table. You compare this week to last week. You notice a drop. You export more data to figure out why. You build another pivot table. You take a screenshot. You annotate it. You paste it into a deck. You write three paragraphs explaining what the screenshot means. You send it to a client. The client replies: "But why?" And you start over.

This is the grind. Not the strategy work. Not the creative work. Not the part where you actually move the needle for a business. The grind is the assembly, the hours spent gathering, formatting, and stitching data together just to get to the moment where you can finally think.

Every SEO I know has accepted this grind as the price of doing the job. It's just how it works. The data lives in one place, the questions live in your head, and the bridge between them is you, with lots of coffee and a spreadsheet.

But that day with Claude, I realized something obvious. The AI didn't need me to assemble anything. It just needed the data. I was the bottleneck.

So we built AI Insights into AWR. Not as a chatbot bolted onto a dashboard, but as the thing that should have always been there: a way to ask your data a question and get an actual answer back. No exports. No pivot tables. No reformatting. You open a report, you type what you actually want to know, and the answer comes back with charts, KPI cards, and prioritized next steps already attached.

Here's what that looks like in practice. Not as a feature list, but as the questions you've probably been wanting to ask for years, but never had the time to chase.