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Phase 9 · Reactivation Engine

The right buyer is already in your database. They just haven't been told the right listing exists.

When a new property enters your inventory, every dormant lead in your database is scanned in 1.2 seconds. Matching buyers surface to the agent with their original requirement, match score, and reason they went cold. Nothing sends without the agent’s approval.
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Scanning dormant database on new listing

Leads scanned 2,000 leads
Time to complete full scan 1.2s
Matches surfaced for agent approval 47 matches
Blasts sent 0
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The Real Problem

Three ways brokerages let dormant leads buy from someone else

Every brokerage has a database of past leads. Most of those leads are not dead – they just haven’t found the right property yet. Without a matching system, they find it with a different brokerage.
01

The 200 buyers nobody told

A 3-BHK listed at Rs. 1.1 Cr in Kondapur. Inside the database: 200 leads who specified 3-BHK in Kondapur, budget Rs. 1-1.2 Cr, between 6 and 18 months ago. They all went quiet – not because they stopped looking, but because the right property hadn’t appeared. Yesterday it appeared. Not one of those 200 buyers received a message from your brokerage. Some of them will find this listing themselves on MagicBricks. They will call the contact number on the portal, not you.

The consequence

This is not a one-off oversight. It is the default state for any brokerage without a triggered matching system. Every new listing that enters your inventory silently passes 40 to 200 pre-qualified buyers in your database who should have received it. They don’t. That pipeline is not lost – it is simply unworked. Until a competitor builds the system to work it.
Every listing is a reactivation opportunity being left untouched
02

The manual review that reached 4%

Three agents spent two weeks going through the database. They called the leads they remembered. They skipped the ones they didn’t. They moved fast on the names that looked promising and left the rest. Of 1,200 dormant leads, 47 were contacted. The remaining 1,153 received nothing. Two of the 47 converted. Two is not a failure – but 1,153 untouched leads with no systematic approach is. The agents doing the review are the same people who need to respond to new inbound leads. It never competes well for their time.

The consequence

Manual reactivation is not a strategy. It is a periodic guilt-review of the database that converts a small fraction, misses the majority, and requires a level of sustained effort that competing with live lead flow makes impossible. The right approach is not harder manual work. It is a triggered system that automatically surfaces the right leads at exactly the right moment – when a relevant property exists.
Manual effort reached 4% of the dormant database in 2 weeks
03

The blast that erodes trust every time it sends

The monthly “just checking in” blast has a 1.8% open rate. 12 unsubscribes this month. The buyers who do open it read “New projects available” and know immediately it was sent to everyone – because it mentions nothing specific about them, their requirement, their timeline, or the property type they asked about 8 months ago. The message says the brokerage doesn’t remember them. Most delete it. Some unsubscribe. None of them think of you as a trusted partner who knows what they want.

The consequence

Generic blasts do not reactivate dormant buyers. They remind dormant buyers that your brokerage is not paying attention to their specific need. The trust built during the initial enquiry is eroded with every irrelevant broadcast. The conversion rate on blasts averages 1-2% across the industry. The conversion rate on triggered, personalised outreach referencing the buyer’s original brief is 4-6x higher – because the buyer recognises the message was written for them.
1.8% open rate. 12 unsubscribes. Trust compounding downward.

Why reactivation keeps failing

"Reactivation fails because it is calendar-driven, not event-driven. You reach out on schedule. You should reach out when the right property exists."

The difference between a blast and a reactivation is context. A blast says “we exist.” A reactivation says “the 3-BHK you wanted in Kondapur at Rs. 1.1 Cr just listed – here are the details.” One requires the buyer to care. The other is already relevant. The triggered matching system exists to send the second kind of message and never send the first.
The Solution

Triggered. Not scheduled. Relevant. Not broadcast.

Phase 9 is the reactivation engine. It runs automatically on every new listing. Nothing reaches a buyer without the agent’s explicit approval.

Prerequisites · Phases 1 + 3 must be live first

Inventory database (Phase 1)

Every property in a structured, queryable database. This is what Phase 9 matches buyers against. Without it, matching runs on incomplete data.

Prerequisites · Phases 1 + 3 must be live first

CRM with original requirements (Phase 3)

Every past lead’s original requirement stored in structured fields. Budget, location, property type, timeline. This is what Phase 9 matches from.

Phase 9 · Reactivation Engine

New property triggers full database scan

The moment a listing is added or status changes to available, Phase 9 scans every dormant lead in 1.2 seconds using Llama 3 open-source matching.

Phase 9 · Reactivation Engine

Match cards surfaced to agent

Each match shows: buyer’s original requirement, match score, number of months dormant, reason they went cold if known, and the new listing. One screen.

Phase 9 · Reactivation Engine

Agent approves, skips, or edits each outreach

No automated send without the agent’s one-tap approval. The agent can edit the message before it sends. Skipped leads are not contacted.

Phase 9 · Reactivation Engine

Personalised outreach sent via WhatsApp or SMS

The message references the buyer’s exact original requirement, the matching property, and the specific reason this property fits. Not “checking in.” Specific.

Phase 9 · Reactivation Engine

Response captured and CRM updated automatically

Every reply logged. Lead reactivated in CRM. Follow-up task created for agent. If the buyer says “not right now,” dormancy reason updated for the next match.
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What you get

Six capabilities in the reactivation engine.

Core

2,000 leads scanned in 1.2 seconds on every new listing.

Two-way WhatsApp and voice AI. Asks the right questions, answers buyer questions from live inventory, creates agent follow-ups with full transcript, triggers human handoff when needed.
Control

Agent approves every outreach before it sends.

Every new listing triggers an instant scan of 2,000 dormant leads in 1.2 seconds. Matches surface to the agent with original requirement, match score, and reason they went cold. Nothing sends without approval.
Context

Every match shows the original brief, match score, and dormancy reason.

Agent sees: what the buyer originally asked for, how well the property matches, how long they’ve been dormant, and why they went quiet if captured. No cold call without context.
Personalisation

Every message references the buyer's original requirement specifically.

Not “new projects available.” The message says: “The 3-BHK in Kondapur at Rs. 1.1 Cr you were looking for 7 months ago just became available.” The buyer knows it was written for them.
Multi-channel

WhatsApp, SMS, or email - matched to what the buyer originally used.

Outreach sent on the channel the buyer was most responsive on. WhatsApp for India and Dubai markets. SMS for US. Email as a secondary channel when the primary goes unanswered.
Learning

Every response updates the lead's dormancy reason for the next match.

Buyer says “I want a larger unit” or “not ready for 6 months” – response captured and stored. Next time a better match appears, the message incorporates their updated requirement.
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What changes when the systemWhat changes when reactivation is triggered, not scheduled

1.2s

To scan 2,000 dormant leads against any new listing
Open-source Llama 3. Near-zero compute cost per scan.

23

Past clients reactivated in first 30 days on 1,800-contact database
4 moved to contract. Zero blasts sent.

0

 Cost per AI-qualified lead via WhatsApp
vs. Rs. 820 average MagicBricks CPL

4-6x

Higher conversion rate on triggered, personalised outreach vs. monthly blasts
Because the buyer recognises the message was written for them.
Before and after

What dormant lead management looks like before and after the system

Activity Without Reactivation System With Phase 9 Active
New listing added No connection to dormant database. Agents may manually check. Most past leads receive nothing. ✓2,000 dormant leads scanned in 1.2 seconds. Matching buyers surfaced immediately.
Reactivation message content Generic blast. "New properties available." 1-2% open rate. Unsubscribes compounding monthly. ✓References buyer's original requirement specifically. "The 3-BHK in Kondapur at Rs. 1.1 Cr you asked about."
Agent oversight on outreach Blasts go to entire list. No individual approval. Agent has no visibility on who received what. ✓Every match reviewed individually. Agent approves, skips, or edits before anything sends.
Buyer response handling Reply goes to inbox. Sometimes missed. Rarely logged back to the dormant lead record. ✓Every response captured in CRM. Lead reactivated. Follow-up task created. Dormancy reason updated.
Monthly effort required Manual review sessions requiring dedicated agent time that competes with live lead work. ✓Zero scheduled effort. System triggers automatically on every listing. Agent reviews matches in 2 minutes.

Frequently Asked Questions

A drip sequence sends messages on a calendar schedule – “Day 30: Check in. Day 60: New properties.” It fires whether a relevant property exists or not. Phase 9 only fires when a matching listing actually enters your database. The buyer receives a message that says “the specific type of property you asked about 7 months ago just listed” – not a scheduled nudge. Calendar-based outreach gets ignored. Event-triggered outreach converts because it is already relevant when it arrives.

Yes – explicitly by design. No automated send happens without the assigned agent reviewing and approving the match card. The agent can approve, skip, or edit the message before it sends. If an agent skips a lead, that skip is recorded so the same lead is not resurfaced for that specific property. The next matching listing will generate a new match card.

The system stores the original requirement from Phase 3 CRM setup. If a buyer responds to any outreach and indicates their requirement has changed – “I need 4 BHK now” or “budget changed to Rs. 1.4 Cr” – the response is captured and the CRM record is updated. The next matching run uses the updated requirement. If the buyer never responds and the requirement is still the original brief, the match is still surfaced – but the agent may decide to skip and call first to verify.

Yes. Phase 1 (inventory database) is required because Phase 9 matches dormant leads against live inventory. Without a structured inventory database, there is nothing to match against. Phase 3 (CRM setup) is required because Phase 9 reads original requirements from the CRM. If the CRM does not store requirements in structured fields, the matching cannot run accurately. We scope Phase 9 after confirming Phase 1 and 3 are live and stable.

The matching engine uses Llama 3, an open-source model running on your own server. There is no per-scan fee, no API cost, and no third-party platform involved. The compute cost of a single 2,000-lead scan is negligible – significantly less than Rs. 1. The hosting cost is included in the monthly maintenance retainer that covers all active phases.

Your dormant database is not dead pipeline. It is active pipeline with no system to work it.

Book a free 30-minute call. We go through your database and estimate how many past leads are likely still in-market right now.
What happens on the call:
We review your CRM, database size, and current reactivation approach. We estimate how many dormant leads are in-market. We give you a specific recommendation on Phase 9 readiness.
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