Buyer intent scoring gives every prospect a number that shows how likely they are to buy, based on what they do and what they tell you. For a new development sales team, it answers the question every morning starts with. Who do we call first? A good score ranks buyers by real signals like engagement, recency and stated plans, so the serious ones get attention while they are still interested.
What buyer intent scoring is
Intent scoring turns buyer behavior into a simple ranking. Each prospect gets a score, usually from 0 to 100, and the score moves as they engage with your project or go quiet.
It is different from a lead source report. A source report tells you where people came from. An intent score tells you how close each person is to a decision. Two buyers can both come from the same ad and be months apart in how ready they are.
New development sales cycles are long, and a single project can pull in hundreds of inquiries. Without a score, reps tend to call whoever came in last, or whoever sounds friendliest on the phone. With one, the list is sorted by the buyers most likely to move.
The signals that matter
Most scoring models mix three kinds of signals. Each one tells you something different, and none of them is enough alone.
Engagement. How much time a buyer spent with the project, how many questions they asked and how deep those questions went. Someone asking about parking assignments and closing timelines is further along than someone who looked at two photos.
Recency. When they last came back. A buyer who returned yesterday is warmer than one who visited once a month ago.
Declared plans. What the buyer told you directly. Timeline, budget, household, financing and what they want in a home.
Declared plans are the hardest signal to collect. Buyers rarely fill in long forms, and most will not tell a rep their budget on a first call. They will often mention it in passing while asking questions about a unit, which is why conversations inside a tour are so useful.
Where the best signals come from
Website analytics show page views and time on site, but they cannot tell you who the visitor is or what they were thinking. Contact forms give you a name, but only a sentence or two of context.
A virtual tour with a guide inside it fills that gap. Buyers ask questions in their own words, and a guided tour can ask them questions back. Are you buying for yourself or as an investment? Who will live there? When are you hoping to move? Those answers are exactly the declared plans a score needs.
If you have not set up lead capture on your tours yet, start there. Our guide to virtual tour lead capture covers what to ask before the tour and what to record inside it.
How a sales team uses a score day to day
A score is only useful if it changes what your team does. Here is a simple routine that works for most new development sales teams.
Start the day with the list sorted by score, highest first.
For the top buyers, read their conversation history before calling. Open with the thing they asked about.
Look at the signals behind the score. A high score driven by a near-term timeline needs a different call than one driven by lots of browsing.
Send a short, specific follow-up email to buyers in the middle of the list, and let the lower scores stay on a longer nurture track.
Check who came back since yesterday. A returning buyer whose score just jumped is often the best call of the day.
Scores also help managers. When the whole team works from the same ranking, it is easier to see which buyers are getting attention and which are slipping through.
What to watch out for
A score helps your team decide where to start, and your reps still make the call. A few common problems are worth knowing about.
Old data. A score that never drops keeps stale leads at the top. Recency should pull scores down when buyers go quiet.
Too much weight on clicks. Someone can browse a lot out of curiosity. Declared plans help separate real buyers from casual lookers.
Hidden logic. Reps trust a score more when they can see why a buyer ranks high. Show the signals next to the number.
How Path scores buyer intent
Path adds an AI concierge, Ella, to your photo, 360° or 3D tours. Every visitor enters their name, email and phone before the tour, and everything they do inside it feeds their profile.
Conversion score. Each visitor gets a 0-100 score built from engagement (up to 50 points), recency (up to 25) and their declared buyer profile (up to 25).
Guided tour questions. Ella can walk buyers room by room and ask discovery questions about intent, household, timeline and priorities.
Hot Leads. A Hot Leads section shows an intent score with budget, timeline, preference and financing signals for each buyer.
Follow-up help. Path drafts personalized follow-up emails and call scripts for each visitor, next to their full conversation history.
Alerts and digests. You get a new visitor alert email with a conversation summary after a visitor's first interaction, plus a weekly digest of your top visitors by email, SMS or both.
Where leads go. Visitors sync to HubSpot or Follow Up Boss, manually or automatically, and you can export them to CSV.
To see how the concierge collects these answers, read what an AI concierge for real estate does. Path is built for new development sales teams, and you can learn more about lead nurture with Path.
Frequently asked questions
What is a good buyer intent score?
It depends on your model, so compare buyers against each other rather than against a fixed number. Call the top of the list first and look at the signals behind each score.
How is intent scoring different from lead scoring?
The terms overlap. Lead scoring often includes fit, like location or job title, while intent scoring focuses on how ready a buyer is to act based on behavior and stated plans.
Do buyers have to answer questions for the score to work?
No. Engagement and recency still count. Answers about timeline, budget and household make the score more accurate, and a guided tour makes those questions feel natural.
Can intent scores sync to my CRM?
With Path, visitors sync to HubSpot or Follow Up Boss. For Follow Up Boss, Path engagement scores are written to custom fields.
Does scoring replace my sales team's judgment?
No. It helps them decide where to start. Reps still read the conversation, make the call and decide what the buyer needs next.
See buyer intent scoring on your project
Book a 30-minute demo and we will show you how Path scores tour visitors and what your sales team sees each morning.
See what buyers ask inside your virtual tours
Path answers buyers 24/7 in 42+ languages, scores their intent and tells your team who to call first.
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