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Instagram Automation
Property-aware conversations from comment to qualified real estate lead.
DISCIPLINE
Automation systemSTATUS
Live
Automation systemSTATUS
Live
01 / OVERVIEW
A real estate Instagram lead system operating on a client account with more than 100,000 followers.
02 / CHALLENGE
The problem
Comment and direct-message volume made fast, relevant manual replies difficult to sustain.
03 / APPROACH
The thinking
Map each post to its property context and build a qualification path suited to an enquiry.
04 / SOLUTION
What we built
Comments trigger contextual direct messages that capture contact details and requirements, then route qualified leads toward site visits.
05 / CAPABILITIES
01Comment response
02Context-aware direct messages
03Lead qualification
04Site visit routing
06 / EXPERIENCE FLOW
01Post engagement→
02Contextual DM→
03Qualification→
04Visit enquiry→
07 / OUTCOME
What is known
The source portfolio states the system runs on an account with 100K+ followers. It does not publish conversion figures.
08 / TECHNOLOGY
Meta APIAI/NLPn8nPython
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