JournalHow a property knowledge graph makes an AI agent answerable
For agencies and agents

More mandates and more closings, without hiring.

Every enquiry answered and followed up, your listings readable by search engines and AI assistants, and your team's evenings back.

What we hear first
  • “Leads arrive on WhatsApp, LINE, email and portals.”
  • “Some get answered, some are forgotten.”
  • “Senior agents answer the same questions every week.”
  • “AI assistants recommend other agencies.”

What we measure with you

  • Median time to first reply, day and night
  • Enquiries followed up within 24 hours
  • Mandates and viewings per source

Measured from day one, against the starting point the diagnosis records. No result is promised before it is measured.

How it runs

A typical workflow.

Shaped by the diagnosis. Each step is a system you own, with a person approving what leaves the building.

  1. 01Capture

    WhatsApp, LINE, email and portal enquiries land in one inbox.

  2. 02Answer

    A first reply in minutes, in the buyer's language, from your own listings.

  3. 03Hand over

    The right agent gets the lead with the whole conversation and a suggested next step.

  4. 04Follow up

    Reminders run until someone answers. Your team approves anything sensitive.

Proof, on our own platform

Reflexion answers buyers in Thai, English, French, Chinese and Russian from one knowledge base, in production.

See the work →
Your data

Contacts and conversations stay in a CRM in your name: open source, or the one you already pay for.

How we handle data →
Questions

Agencies & agents, answered.

Will buyers know they are talking to software?

Yes. The first reply says so, and a person takes over whenever the buyer asks or the topic needs it.

We already have a CRM. Do we have to change?

No. We connect to it if it has an API; we only propose a new one if yours can't do the job.

Tell us what keeps leaking. We'll tell you what we'd build.