GTM Sauce

Built With Science · B2C · science-based fitness coaching app

Build free calorie and macro calculators that rank in AI search and lead to the quiz

Working well, founder says; tools convert slightly better than blog posts

Workedseoweb-to-app

What they did

SEO from old blog posts once drove 30-40% of traffic but declined with AI search. In 2026 they hired an external AI-search consultant, optimized existing content, and built free web tools (calorie calculator, macro calculator, etc.) that give real value and transition into the web quiz. Tools tend to rank well in AI search.

What happened

Working well; tools convert slightly higher than blog posts; results slow like SEO.

In their words

Scaling Meta Ads from zero to $100K a month — Ethan Ethier, Built With Science

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Ethan EthierIt's been good. It's an investment that we decided to do earlier this year as another channel for us to expand on. The reason why is because traditionally, we've had really strong traffic coming in from SEO from all our old blog posts. So about 30 to 40% of our traffic coming in was from SEO, but ever since the rise of AI and people using AI search a lot more, we slowly started seeing that decrease.

Ethan EthierSo we decided to invest in hiring an external consultant to help us with some of this AI search. And basically what it is we just optimize a lot of our existing content, but also we double down on creating online tools. So for example, a calorie calculator, a macro calculator, a bunch of these tools that users could use in the web that not only added value, for example, they're able to figure out what calories they need to eat per day to lose fat, but also seamlessly transition into the quiz.

Ethan EthierSo that's been working really well for us. And also tools just tend to rank quite well with AI search. So that's something we're going to continue to double down on, although it does take a bit more time to actually see results just like SEO, it's something that we are going to keep on investing in.

David BarnardAnd do you see a difference in intent and conversion from the tools versus the blog posts, or is it fairly similar or dependent on the blog post?

Ethan EthierI would say it's dependent on the tool and the blog post, but for the most part, the tools have a slightly higher conversion.

David BarnardInteresting. We've talked a bit about your thoughts on experimentation, but I did want to dig a little bit deeper into how you think about experimenting, what kind of experiments you've run, and what kind of results you've seen. So how do you think about experimentation?

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Tags: google, chatgpt, aeo, free-tools, calculators, consultant