Social-first leads
Buyers and sellers message from Instagram and Messenger. Messages land in the CRM as notes, but nothing tells the agent to look.
Client work · CRM alerting automation
Real estate social alert: one note, one task, ten quiet minutes
When an existing lead messages a real estate team on Facebook or Instagram, the moment is easy to miss — the message lands in the CRM as a note nobody is notified about. We built the n8n + Lofty automation that waits for the conversation to finish, consolidates everything into one note, and creates one review task with the right deadline.
Lofty + n8n + ManyChat
1 task per conversation
Duplicate-proof
At a glance
- Client A bilingual real estate team (client anonymized on request).
- Scope Social-message alerting and task creation inside their existing CRM.
- Stack n8n, Lofty CRM, ManyChat, Zapier email relay.
- Rule Existing leads only; inbound messages only; never create a new lead.
The client
A busy real estate team with one inbox too many
The team works leads in Lofty, runs ManyChat automations for social channels, and uses Zapier to relay messages. Their pipeline, stages, sources and tags are carefully maintained — and had to stay untouched.
Existing relationships
The leads already exist in Lofty, with assignments and history. This workflow had to enrich them, never duplicate or replace them.
A precise definition of done
The request was exact: wait for the conversation to settle, consolidate the messages, then create one task with a same-day deadline, assigned correctly.
The problem
The message was saved — and nobody knew
- Inbound social messages were written to the lead's record as system notes, but no task or alert was created.
- Agents only discovered the message if they happened to open the lead — usually too late for a hot enquiry.
- A burst of messages from one person could mean several notes and no clear summary.
- Creating a task per message would flood the team with duplicates for the same conversation.
- The alert had to never touch the team's pipeline stages, sources, tags or lead ownership.
Why it happens
Integrations can write data into a CRM without triggering the notification layer people actually watch. The data is there; the signal is not.
This describes the exact gap the client asked us to close.
What we built
A waiting window, a consolidated note, one task
The workflow was designed around how conversations actually arrive: people send two or three messages in a row, then stop. The system waits for the quiet.
Existing leads only
Every message is matched to an existing Lofty lead by precise phone number, falling back to email when the phone lookup fails. A message that matches nothing creates nothing — the workflow never creates a lead.
Ten quiet minutes
After the lead's latest inbound message, a 10-minute countdown runs. Each new message resets it, so the team is alerted once the person has finished writing — not mid-sentence.
One consolidated note
All messages from the burst are gathered into a single note on the lead, so the agent reads one coherent summary instead of a trail of fragments.
One task, correctly assigned
A "review social media message" task is created with the client's exact description, assigned to the lead's agent, due the same day — and an assistant copy when an assistant is assigned and reachable.
Duplicate protection
Each message gets a fingerprint. Redelivered events resolve to the same fingerprint and cannot create a second task; a repeat message from the lead later does produce a fresh task, because that is a new conversation.
Nothing else changes
The lead is tagged for review and that is all — pipeline stage, source, tags and ownership stay exactly as the team keeps them. If the alert step fails, the client's AI chat continues unaffected.
Evidence
What was tested in the client's account
The workflow was run against the client's live systems, with these results recorded in the delivery note.
10 min
quiet window that resets with every new message before alerting
1 → 1
a three-message burst produced one consolidated note and one task
0
duplicate tasks from redelivered or repeated messages
0 / 28
runtime errors reported with 28 validated connections after the fix pass
6
schema errors found and corrected in the workflow's conditional nodes
3
Lofty task-creation scenarios verified: agent only, agent + assistant, repeat conversation
2
failed email relays replayed successfully after their field mappings were refreshed
0
changes to pipeline, stage, source, tags or assignment across all tests
Verified build facts
These results come from the delivery note and audit record. The client is anonymized on request — no names, accounts or internal identifiers are published.
n8nLofty CRMManyChatZapierInstagram DMMessenger
Engineering notes
The parts most automations get wrong
The audit that followed delivery documents the edge cases the refined workflow handles — and one honest remaining limitation.
Ambiguous matches stop safely
Lead lookups accept exactly one match. If two leads share the phone or email, the workflow stops rather than attaching a task to the wrong person.
Ordering by arrival, not timestamps
The final check uses the data table's arrival order and row IDs, so identical or out-of-order source timestamps cannot pick the wrong "latest" message.
Direction verified
Outbound messages and non-lead senders are rejected when the source supplies direction — only genuine inbound lead messages trigger the process, per the agreed scope.
Known source limits, stated plainly
The message payload does not carry a true message ID or lead ID, so deduplication uses a best-effort fingerprint and matching relies on phone or email. The audit documents both, and what a change at the messaging source would unlock.
Honest limits
What this case study does not claim
No response-time claims
The system creates the alert. We do not claim faster responses or more deals — that depends on the team acting on the task.
One known race remains
If the CRM merges or replaces a lead during the 10-minute wait, a task can remain attached to the old record. The audit names this and the fix — a post-wait identity check — and notes it was not deployed at the time due to credential constraints.
Platform constraints are real
Some behavior is bounded by what the CRM and messaging APIs expose — such as no native task priority and no message ID. The audit says so instead of pretending otherwise.
FAQ
Questions about this build
Why wait 10 minutes instead of alerting instantly?
Because people send messages in bursts. Alerting on the first line produces a task for a half-finished thought; waiting for ten quiet minutes captures the whole request in one note and one task. The timer restarts with every new message, so an active conversation never triggers prematurely.
Can it create duplicate tasks?
Redelivered events resolve to the same fingerprint and are ignored, and the workflow was tested with a re-delivered sample to prove it. A fresh message from the same lead later does create a new task — that is a new conversation that genuinely needs review.
Will it disturb our pipeline or lead assignments?
No. Testing confirmed pipeline, stage, source, tags and assignment remained untouched. The workflow reads leads and adds a review tag and task; it never creates, merges or reassigns records. If the alerting step fails, the client's AI chat keeps working as before.
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Messages landing in your CRM with nobody watching?
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