Entropik Labs Logo
AI/ML, Conversational Agents
Completed

Instagram AI Chatbot for Credit Repair Client

AI-powered Instagram chatbot for automated lead capture and qualification in credit repair services

Client
Financial Services Client
Duration
4 weeks
Team Size
2 developers
Completed
August 2025
Instagram AI Chatbot for Credit Repair Client

Project Overview

The client had a strong Instagram presence with thousands of followers but struggled to convert social engagement into actual clients. Manual message responses were slow and inconsistent, leading to lost opportunities.

The Challenge

The team was overwhelmed with Instagram DMs, spending hours each day answering repetitive questions about services, pricing, and qualifications. Many leads went cold waiting for responses, especially outside business hours.

Our Solution

We developed a sophisticated AI chatbot that understands credit repair terminology, asks qualifying questions naturally, educates prospects about services, and intelligently determines when to involve human agents. The bot integrates with their scheduling system and CRM for seamless operations.

Key Features

🧠

Intelligent Conversation AI

GPT-4 powered responses that understand context, remember conversation history, and provide accurate information about credit repair services and processes.

πŸ”

Lead Qualification System

Automated qualification through strategic questions that identify serious prospects, assess their credit situation, and route them appropriately.

πŸ‘₯

Smart Handoff

Recognizes when a prospect needs human assistance and smoothly transfers the conversation with full context to available agents.

Technical Challenges & Solutions

Instagram API Constraints

Working within Instagram's messaging API rate limits while maintaining responsive conversations.

Solution: Implemented intelligent message queuing and prioritization system with batching for non-urgent updates.

Regulatory Compliance

Ensuring all automated communications comply with credit repair industry regulations.

Solution: Worked with legal team to craft compliant messaging templates and implemented content filters.

Project Gallery

Instagram AI Chatbot for Credit Repair Client - Gallery Image 1
Instagram AI Chatbot for Credit Repair Client - Gallery Image 2
Instagram AI Chatbot for Credit Repair Client - Gallery Image 3

Project Timeline

1

Requirements & Design

1 week

Defined conversation flows, compliance requirements, and integration needs

Conversation scripts
API documentation
Compliance guidelines
2

Development

2 weeks

Built chatbot logic, Instagram integration, and CRM connections

Working chatbot
Instagram integration
CRM sync
3

Testing & Training

1 week

AI training, conversation testing, and refinement

Trained AI model
Test results
Optimized responses

Key Results

Increased
Lead Volume
Monthly qualified leads increased
High
Automation Rate
Conversations handled without human intervention
Higher
Conversion Rate
Consultation bookings improved

Technologies Used

Instagram Graph API
OpenAI GPT-4
n8n
GoHighLevel
NLP
CRM Integration

Before vs After

dailyResponses
Lower→ Higher
avgResponseTime
Slower→ Faster
conversionRate
Lower→ Higher
afterHoursLeads
Lost→ Captured

Interested in Our Work?

Let's discuss how we can build a similar solution for your business