Competitor Watch checks 47 pages of 10 competitors every morning and stays quiet unless something...

Competitor Watch checks 47 pages of 10 competitors every morning and stays quiet unless something...Competitor Watch checks 47 pages of 10 competitors every morning and stays quiet unless something...

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Sabin Mainali

• Sep 25

Competitor Watch checks 47 pages of 10 competitors every morning and stays quiet unless something real changes.

I built it for Calilio, a B2B SaaS phone system.

The problem: competitor pages change every day, and most of those changes do not matter.

What I built: a Python script on GitHub Actions. It compares each page with its last saved copy, and Google Gemini writes what changed, the impact on Calilio and one action.

How I checked it: a change must still be there 12 hours later before it becomes an alert, and code checks every AI claim against the page itself.

It runs on free tiers, in about 2 minutes a day.

Want a watch like this for your market? Message me.

https://contra.com/p/Lq2URAAZ-daily-competitor-watch-47-pages-alerts-only-on-real-moves

AI Automation Automation Engineering Python

a link to the video instead.

Daily competitor watch: 47 pages, alerts only on real moves

Claude

Python

AI Automation

Automation Engineering

Web Scraping

Serge Herasymchuk

max

• Sep 23

About a year ago, we shared our work for DreamGround here ✨

Since then, a lot has changed. The brand evolved, the positioning shifted – and it was time for the website to evolve with it.

So we came back to the project and redesigned the page to reflect this new direction, while adapting everything to work smoothly in Kajabi.

It was a quick and really enjoyable project – clear communication, trust in the process, and an easy collaboration from start to finish.

We love when clients come back to us as their businesses grow. It’s always special to see how a brand evolves and to be part of its next chapter 🤍

Check out the updated DreamGround project👇

Figma Kajabi Web Design

Rongali Chaitanya

pro

• Sep 24

I like that this is a second chapter for the same client. Reworking the page around their new positioning, while making it practical in Kajabi, feels much more valuable than just giving it a new look.