{"id":47179,"date":"2025-09-24T14:00:31","date_gmt":"2025-09-24T18:00:31","guid":{"rendered":"https:\/\/housesigma.com\/blog-en\/?p=47179"},"modified":"2025-11-07T14:09:39","modified_gmt":"2025-11-07T19:09:39","slug":"from-clicks-to-footsteps-new-housesigma-tool-gauges-buyer-competition-on-listings","status":"publish","type":"post","link":"https:\/\/housesigma.com\/blog-en\/from-clicks-to-footsteps-new-housesigma-tool-gauges-buyer-competition-on-listings\/","title":{"rendered":"From clicks to footsteps: New HouseSigma tool gauges buyer competition on listings"},"content":{"rendered":"\n

For years, real estate websites have shown their users how popular a listing is by showing clicks<\/em> and saves<\/em>. These are interesting, but they can often represent curiosity rather than commitment. <\/p>\n\n\n\n

Even surfacing page views can inflate interest with casual scrolling, duplicate visits, and bots, adding more noise than signal. Many platforms surface that metric because it\u2019s easy to collect, but almost no platform distills it into something a buyer can actually use to gauge real intent. <\/p>\n\n\n\n

When it\u2019s time to act, most buyers still rely on hearsay (\u201cmultiple offers\u201d) or agent-only dashboards, none of which give you as a buyer a clean read on the likely competition for a home.<\/p>\n\n\n\n

Introducing HouseSigma competition-level estimates<\/h2>\n\n\n\n

HouseSigma has earned its reputation by giving buyers the facts they need to make a decision on their home purchases (such as the full listing history and true property days on market, see Business in Vancouver<\/em> article<\/a>, Western Investor<\/a><\/em> article<\/a>). <\/p>\n\n\n\n

Now we\u2019re extending that approach with a tool that estimates buyer competition for each property, shown directly on eligible Ontario listings under \u201cBuyers who have likely toured this home<\/strong>.\u201d <\/p>\n\n\n\n

This tool displays two concise figures: the AI-estimated number of people who toured the home in the last 7 days<\/strong> and the number of tours since listed<\/strong>. This data translates noisy page views into a practical signal about real-world interest, so buyers can gauge the competition and plan their next step.<\/p>\n\n\n\n

Why these insights matter to buyers<\/h2>\n\n\n\n

Real estate has long asked buyers to make big decisions in a fog. We\u2019ve seen how skepticism creeps in when buyers have to rely solely on what listing agents say about interest and offers. Our goal is to replace ambiguity with useful, interpretable signals <\/strong>so that you as a buyer can act with more confidence, not more pressure. That\u2019s why we\u2019re putting this information in front of buyers, not tucked away in a dashboard for industry pros.<\/p>\n\n\n\n

Why \u201cpage views\u201d aren’t enough<\/h2>\n\n\n\n

Page views are everywhere online, including real estate. They\u2019re easy to measure and they help with discovery but they blur window-shoppers with serious buyers. <\/p>\n\n\n\n

In our own data, we\u2019ve seen that our \u201cpopularity index\u201d on listings – which compares that listing’s page-view popularity with other similar listings – tells buyers something directionally, but it\u2019s not the right yardstick for real competition for that property. Popularity can occur on a listing for many reasons (such as a social media post or news article highlighting the listing for a specific reason) and doesn’t mean a lot of people are interested in actually buying it.<\/p>\n\n\n\n

Internally, we found this kind of relative popularity showed a weak correlation with actual scheduled viewings – which is exactly the gap we set out to close. And it isn’t just the case for HouseSigma: other listings websites reveal a similarly weak correlation, as shown in this screenshot in which a supposedly popular listing has many viewing times available.<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

So we reframed the question buyers are really asking:<\/p>\n\n\n\n

\u201cI\u2019m interested in this property, how many other serious buyers<\/strong> am I up against right now?\u201d<\/p>\n\n\n\n

To answer that, we anchored on tours<\/strong>. Attending a tour is a strong, high-intent signal on the path to making an offer, far more telling than a quick scroll. In our problem exploration, we documented tours as the clearest signal<\/strong> for \u201cserious interest\u201d compared to softer signals like listing visits: noise<\/strong>.<\/p>\n\n\n\n

What buyers see on HouseSigma<\/h2>\n\n\n\n

On most active sale listings in Ontario, after scrolling down to the “Comparables” section, buyers will now see a small module labeled \u201cBuyers who have likely toured this home.\u201d<\/strong> It surfaces two numbers:<\/p>\n\n\n\n