SOCIAL LEAD SYSTEMS
Instagram automation that turns engagement into qualified conversations.
We build Instagram automation for businesses that receive meaningful lead intent through posts and reels. A system can detect engagement, respond, open a direct-message conversation, preserve the context of the content a person interacted with, and move a qualified lead into the next operational step.
01 / SYSTEM DESIGN
BUILT AROUND
THE WORK.
High-volume engagement is valuable only when response quality and speed hold up. Generic replies lose context, while manual handling creates delay. The system therefore treats every post, property, campaign, or offer as a distinct source of context rather than forcing every lead through the same script.
02 / WHAT WE BUILD
A COMPLETE DELIVERY,
NOT A LOOSE INTEGRATION.
Comment-trigger and response workflows
Context-aware Instagram DM conversations
Lead detail and requirement capture
Qualification, tagging, and routing logic
CRM or team notification integration
Official Meta API implementation and monitoring
03 / APPROACH
FROM OPERATING REALITY
TO PRODUCTION SYSTEM.
- 01
Define eligible triggers and response boundaries
- 02
Model campaign or post-specific conversation context
- 03
Design qualification and escalation paths
- 04
Test rate limits, exceptions, and live hand-off behaviour
04 / FIT
WHO THIS
IS FOR.
- Real-estate teams generating enquiries through Instagram
- Brands with high comment or DM volume
- Teams that need faster qualification without generic replies
05 / RELATED WORK
SYSTEMS IN CONTEXT.
START A PROJECT