u/BoringAstronomer3072

You can usually find beds, baths, taxes, lot size, school zones, transit scores… but one of the most important details is often missing unless you ask an agent directly.

As someone browsing a lot of GTA listings lately, I got annoyed enough that I added a verification feature on HouseIndex where missing build years get researched manually and updated pretty quickly.

Curious if people actually use year-built info heavily when searching, or if I’m overestimating how important it is.

I’ve been analyzing how MLS data is indexed. Most people miss listings because the search algorithms on the big platforms prioritize certain "featured" agents or specific price bands

.

​I built a tool that pulls the raw feed without the "marketing fluff." It allows you to see the real data layers that matter for SEO and discoverability.

​If you're currently house hunting in Ontario and frustrated with the lack of transparency, give this a try. It’s free and built to be the "anti-Realtor.ca."

​Link: Www.houseindex.ca/browse-mls

I Built this to make sure buyers can verify year of house built

and exact sq ft too. The feature is built into each listing! Also

thought about the affordability pain points and got a house

match tool based on household income. Also linked it to my

favorite mortgage calculator!

We all know the standard sites are slow and hide the data we actually want to see. I spent the last few months building a programmatic layer over TRREB/MLS data to make searching actually usable.

​What’s different: > * No "forced" sign-ups just to see basic filters.

​SEO-optimized data layers that load instantly (unlike the map-heavy incumbents).

​Built specifically for the GTA market.

​I'm not a big corporation; I'm just a developer who wanted a better tool for my own house hunt. I’d love for this community to stress-test it and tell me what data layers I should add next.

​Link: Www.houseindex.ca/browse-mls