Sally monitors public web pages for you. Add a page, describe what you want to find, and get an alert when there is a match. AI scan helps spot relevant changes. Repair tools help monitors recover when a page structure changes. Use it to track listings, restocks, giveaways, openings, and other opportunities. Currently in beta with free starter access.

Lightfield — AI-native CRM that builds itself and does work for you

AI-native CRM that builds itself and does work for you

Hi Product Hunt 👋

Sally started as a tool for my own watch collecting.

I was looking for specific watches, but good listings moved fast. By the time a dealer email or built-in site alert showed up, the watch was often already gone.

So I kept checking the same pages myself. Then I did the developer thing: wrote Python scripts, set up cron jobs, scraped pages, tweaked selectors, and watched logs when things broke.

It worked, but it was too much maintenance for a simple need: tell me when something I care about appears on a public page.

Sally makes that workflow easier. Add a page. Describe what you want to monitor. Get alerted when there is a match 🔔

There is also an AI scan to help find relevant changes, plus repair tools to help monitors recover when a page changes.

It is currently in beta with free starter access.

I’d love feedback from collectors, deal hunters, and anyone who has ever turned a “quick script” into infrastructure.