The Phone Lead Blindspot

For years, real estate marketplaces have optimised for what they can easily measure: impressions, clicks, and form fills.

But ask any agent what actually drives deals, and they’ll all tell you:

“Conversations — especially phone calls.”

Calls are where intent becomes real.
Where buyers ask about viewings, budgets, and timelines.
Where transactions actually begin.

And yet, in most marketplaces, most calls remain invisible.

40–70% of high-intent leads happen via phone.

The Hidden Gap in Marketplace Value

Today, marketplaces report:

•  Traffic volume
•  Listing views
•  Form leads

But agents are asking a different question:

“Which of these leads are actually worth my time?”

Because the reality is:

•  A large share of high-intent buyers choose to call
•  Not all calls are equal in quality
•  Agents spend significant time filtering low-value enquiries

Without visibility and qualification, marketplaces are not delivering leads.

They’re delivering more work.

The Next Level: AI Experience, Powered by Data

The next priority for real estate portals is clear:

to offer the best AI-enhanced experience on their platform — powered by their proprietary data.

AI is rapidly becoming the interface between buyers and agents, whether through voice, chat, or automation.
But there’s a fundamental truth:

AI is only as good as the data behind it.

Without structured, high-quality, real-time data:

•  AI agents mis-prioritise or provide poor feedback.
•  Conversations lack context.
•  Lead qualification breaks down.

In real estate, the richest and most valuable data source, is still largely untapped.

Phone conversations.

Data Is the Advantage — and Calls Are the Missing Layer

Every inbound call contains high-intent signals:

•  Budget
•  Timeline
•  Property preferences
•  Urgency

Yet most marketplaces:

•  Don’t capture this data
•  Don’t structure it
•  Don’t use it to power AI or decision-making

This creates a critical gap.
You cannot build a high-performing AI experience without high-quality, structured interaction data.

Pre-Qualified Conversations: The Real Opportunity.

The focus for marketplaces is no longer lead quantity, but lead quality.

Instead of passing a raw call to an agent, marketplaces can surface for example:

•  Budget: £500k–£700k
•  Intent: Requesting a viewing
•  Timeline: Within 30 days
•  Property match: 2-bed apartment in target area

Or flag:

•  Low intent / early research
•  Mismatched requirements
•  Rental vs purchase confusion

The Hidden Cost of Slow Response Times

Even with great data, speed still matters.

When a buyers call:

•  They contact multiple agents
•  They expect an immediate response
•  They move forward with whoever engages first

By the time an agent responds 24- 48 hours later, the opportunity is almost certainly gone.

•  Average response time: 47 hours
•  8% of buyers work with the first agent who responds
•  Leads are 21x more likely to qualify if engaged within minutes

From Calls to Intelligence: Fuel for AI Agents

This is where structured call data becomes transformative.

When calls are captured and analysed properly, they become:

•  Training data for AI agents
•  Real-time inputs for lead prioritisation
•  The foundation for automated, intelligent conversations

Kaisa is uniquely positioned here as the only provider delivering true ad-level call data, enabling:

•  Attribution of every inbound call
•  Structured extraction of buyer intent
•  Real-time enrichment of lead profiles

This is the missing layer required to power:

•  AI voice agents
•  ntelligent routing
•  Automated qualification
•  Personalised buyer interactions

Without this level of data, AI in real estate remains surface-level.

What This Unlocks for Marketplaces

1. Stronger Value Proposition to Agencies

From:
“We generated 100 leads”

To:
“We delivered 35 high-intent buyers ready to transact”

2. Ability to Prove ROI

With structured call data:

•  Volume of real conversations
•  Buyer intent and quality
•  True performance of listings and campaigns

3. New Monetisation Models

•  Pay per qualified lead
•  Performance-based pricing
•  Premium placement for high-converting inventory
•  Subscription tiers based on outcomes

4. Better Marketplace Dynamics

•  High-performing agents are rewarded
•  Serious buyers get faster responses
•  Low-quality interactions are reduced

Result:
A more efficient, higher-converting marketplace.

Kaisa POV / Conclusion

The next wave of real estate marketplace winners will not just generate leads —

they will deliver intelligence.

Success will depend on:

•  Owning and structuring proprietary interaction data
•  Powering AI experiences with real buyer intent
•  Prioritising and qualifying leads in real time

Kaisa enables this by:

•  Attributing 100% of inbound calls
•  Structuring and analysing buyer intent
•  Delivering ad-level data to fuel AI systems
•  urning every call into a measurable, pre-qualified opportunity

Because in the age of AI:

•  Data is the advantage
•  Conversations are the signal
•  And marketplaces that control both will win