Official Meta Instagram API Infrastructure

The AI Agent Infrastructure
For Instagram Automation

ScaleDM empowers creators, brands, and developers to automate Comment-to-DM, grow followers with Ask-for-Follow gating, capture verified leads via Ask-for-Contact, and plug autonomous AI Agents directly into Instagram Direct — 100% compliant with official Meta APIs.

100% Official Meta Graph API
AI Agent & MCP Connector
Zero Scraping • No Password Risk

Seamlessly integrates with official APIs & leading AI frameworks

Meta Graph API
OpenAI / GPT-4
Anthropic Claude
Model Context Protocol (MCP)
LangChain & CrewAI
HubSpot & Zapier

Turn Every Reel & Post Comment into Sales on Autopilot

ScaleDM automates the complete Instagram engagement loop. When viewers comment on your content, ScaleDM triggers an instant public algorithm reply and delivers a personalized direct message with your link or lead capture in under 2 seconds.

Instagram Reel Comment to Direct Message Automation Funnel
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Automatic Public Comment Reply

ScaleDM instantly replies to the commenter publicly (e.g. "Sent to your DMs! 🚀"), skyrocketing comment count and signaling to the Instagram algorithm to push your Reel to the Explore page.

Instant Sub-Second DM Delivery

Your follower receives an automated, beautifully formatted Instagram Direct Message with rich cards, buttons, and direct checkout links while their buyer intent is at its peak.

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In-Chat Contact & Email Capture

Collect verified emails and phone numbers directly inside Instagram DM without forcing visitors to navigate away to slow external "link in bio" landing pages.

Interactive Sandbox

Test ScaleDM in Action

Click any scenario or quick prompt below to watch the live simulation in real time.

Engine: Active & Ready Official Meta API Latency: ~180ms
ScaleDM Logo
ℹ️

Launch in 4 Minutes. Scale 24/7.

No complicated code, no risky browser extensions. Set up official Instagram automation in four simple steps.

1

Connect with Meta OAuth

Log in with your official Facebook/Instagram account in 30 seconds. Passwords are never requested or stored.

2

Set Comment Triggers

Specify trigger keywords on Posts, Reels, or Live streams (e.g., "PRICE", "PLAYBOOK", "INFO").

3

Enable Growth & Leads

Toggle Ask-for-Follow to verify follower status, and Ask-for-Contact to capture verified emails into your CRM.

4

Plug in Your AI Agent

Optionally link your Claude, OpenAI, or LangChain agent via our official Model Context Protocol (MCP) server.

Engineered for Massive Engagement & Conversion

ScaleDM combines the safety and reliability of Meta's official API with cutting-edge automation and autonomous AI infrastructure.

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Comment-to-DM Automation

Instantly turn comments on Posts, Reels, Carousels, and Live streams into high-converting 1-on-1 direct message conversations.

  • Trigger on exact keywords, hashtags, or natural phrases
  • Smart public comment reply rotation to boost algorithm reach
  • Works on organic posts and paid Instagram Ads
🛡️

Ask for Follow (Follow-Gating)

Turn viral traffic into permanent followers. ScaleDM queries the official Meta API to verify follow status before sending valuable links.

  • Automated follow verification check via official API
  • Polite conversational prompt: "Tap follow & I'll send it!"
  • Up to 4x increase in profile follower conversions
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Ask for Contact (Lead Capture)

Collect qualified emails, phone numbers, and company names directly in Instagram Direct Messages without sending users to a slow external landing page.

  • Instant email syntax & phone number validation
  • Direct webhook sync to HubSpot, Klaviyo, Zapier & CRMs
  • Zero drop-off from external browser redirections

Connector for AI Agents

Connect your autonomous agents (Claude, OpenAI, LangChain, AutoGen) via the Model Context Protocol (MCP) or webhooks.

  • Native Model Context Protocol (MCP) server endpoints
  • Bidirectional conversation context & memory
  • Human-in-the-loop takeover & safety guardrails
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100% Official Meta Graph API

Sleep soundly knowing your account is 100% safe. ScaleDM operates strictly through official approved Meta endpoints.

  • Official Meta OAuth2 login — never share passwords
  • Zero risk of shadowbans or account blocks
  • Enterprise encryption & Google Cloud security
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Analytics & Conversion Tracking

Track open rates, click-throughs, follower conversions, and lead captures across every individual post and automation rule.

  • Full funnel visibility from Comment to Closed Lead
  • A/B test different DM hooks & follow prompts
  • Export detailed CSV logs & webhook events

Every Instagram Surface, Completely Automated

ScaleDM supports every Instagram automation feature you need to grow—Reels, Feed Posts, Story Mentions, Live Streams, and Direct Inbox Icebreakers—all powered by official Meta APIs.

ScaleDM Multi-Channel Instagram Automation Suite: Stories, Live Streams, and Direct Messages
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Story Mentions & Quick Reactions

Automatically detect when followers tag your handle in their Instagram Stories. Instantly send a personalized thank you DM containing VIP coupon codes, transforming social proof into sales.

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Instagram Live Comment Triggers

When you host an Instagram Live, viewers can comment keyword triggers (e.g. "BONUS") to receive product links and resources in their DM inbox without leaving your broadcast.

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Conversational Lead Verification

Natural conversational data extraction validates emails, phone numbers, and company names with real-time syntax checking, automatically updating your CRM and email marketing lists.

Who Uses ScaleDM?

From viral creators to enterprise growth teams, ScaleDM drives measurable outcomes across industries.

Creators & Influencers

Monetize Viral Reels

Gate digital courses, presets, and playbooks behind follow checks and email captures. Turn casual viewers into your highest-value newsletter subscribers.

E-Commerce Brands

Instant Promo Codes

Deliver personalized discounts when shoppers comment on new drops. Provide automated sizing advice and cart recovery straight in DMs.

B2B & Agencies

Automate Inbound Pipeline

Qualify inbound buyer intent, gather company domain names, and automatically share calendar booking links without human delay.

AI Developers

Plug LLMs into Social

Connect your custom LangChain or Claude agents to Instagram via standardized Model Context Protocol (MCP) server endpoints in minutes.

Visual Workflow Studio Meets Autonomous AI Reasoning

ManyChat forces you into brittle, rigid if/else trees that break when a user replies outside the script. ScaleDM pairs an intuitive drag-and-drop workflow canvas with true AI reasoning and official Meta API follower verification.

ScaleDM Visual Workflow Builder Canvas: Triggers, Follower Conditions, AI Agents, and CRM Actions
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Visual Drag & Drop Canvas

Easily map triggers, automated delays, conditional branches, and rich DM responses on an infinite canvas with zero coding required.

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Official Follow-Gating Logic

Branch paths conditionally based on live Meta Graph API follower status: deliver instant VIP rewards to existing followers, or politely prompt non-followers to hit Follow first.

Autonomous AI Agent Node

Instead of rigid dead-end buttons, hand off open-ended product questions to autonomous LLMs (Claude, GPT-4o, LangChain) via our official Model Context Protocol (MCP) connector.

Give Your AI Agents Hands & Ears on Instagram

Traditional chat tools force you into rigid, clunky decision trees. ScaleDM gives your LLM agents full agency over Instagram conversations with standardized tools, memory, and guardrails.

Model Context Protocol (MCP) Native

Plug into Claude Desktop, Cursor, OpenAI Swarm, or LangChain using our standardized MCP endpoint at https://scaledm.io/mcp.

Autonomous Tool Execution

Agents can inspect post metrics, check follow status, dispatch links, register leads, or escalate to a human agent.

Granular Permission Guardrails

Set strict rate limits, approved tool scopes, and sentiment thresholds to keep brand interactions safe.

Connect Your Agent
scaledm_agent.py
import asyncio
from scaledm import ScaleDMAgent, triggers

# Initialize agent with official Meta connection
agent = ScaleDMAgent(api_key="sk_live_scaledm_...")

@agent.on(triggers.CommentTrigger(keyword="PLAYBOOK"))
async def handle_viral_comment(ctx):
    # 1. Ask for Follow Gate
    if not await ctx.user.is_following():
        await ctx.reply_dm(
            "Hey! Tap follow @scaledm.io to unlock the VIP Playbook 👇"
        )
        await ctx.wait_for_follow(timeout_seconds=300)

    # 2. Ask for Contact (Lead Capture)
    contact = await ctx.ask_contact(
        prompt="Where should I send the PDF? Reply with your best email:",
        validate="email"
    )

    # 3. AI Agent dynamically handles follow-ups
    await ctx.ai.stream_reply(
        f"Playbook sent to {contact.email}! Any questions about scaling?"
    )

agent.run()

Why Instagram Teams Choose ScaleDM Over ManyChat

ScaleDM supports every Instagram automation feature you rely on—upgraded with native autonomous AI reasoning, official Meta follower verification, and transparent pricing without subscriber penalties.

Capability ScaleDM Next-Gen AI ManyChat & Legacy Bots
Instagram Post & Reel Comment-to-DM Public algorithm reply + instant DM delivery Yes (Instant auto-reply + rich DM cards + dynamic AI) Yes (Static keyword rules only)
Instagram Story Mentions & Replies Auto-reply when followers tag you in Stories Yes (Auto-deliver VIP rewards & track conversions) Yes (Standard story trigger)
Instagram Live Stream Comment Triggers Deliver links while broadcasting live Yes (Live keyword detection & instant DM) Yes (Live chat automation)
Ask-for-Follow (Follower Gating) Verify follow status before releasing links Native Official Meta Graph API check (verifies live follow status before sending rewards) ⚠️ Limited / Requires multi-step workarounds
Ask-for-Contact (Lead Capture) Collect verified emails & phone numbers Conversational NLP extraction with live syntax validation & instant CRM webhook sync ⚠️ Rigid multi-step button forms with higher user drop-off
AI Agent Intelligence & Reasoning Handling open-ended customer inquiries Autonomous LLMs (Claude 3.5, GPT-4o, DeepSeek) with conversational memory & tools Rigid if/else decision trees; fails whenever user asks custom questions
Model Context Protocol (MCP) & SDK Connect into AI developer frameworks Native MCP Server (https://scaledm.io/mcp) + Python/TS SDK Closed, proprietary ecosystem
Official Instagram API Compliance Account safety & ban protection 100% Official Meta Graph API Partner standard (zero scraping, zero password risk) 100% Official Meta Graph API
Pricing Model How your account is billed Transparent volume pricing: Pay for active interactions, never penalized for inactive contacts ⚠️ Escalating monthly tiers based on total contacts stored, even if inactive

Built 100% on the Official Instagram Graph API

Other tools use unofficial web scraping and browser puppets that risk getting your Instagram account banned or shadowbanned. ScaleDM is architected strictly using Meta's authorized Instagram Platform APIs.

Read Privacy & Data Security
🛡️ Zero Ban Risk

Meta-approved rate limiting and webhooks. No black-hat scraping.

🔐 Official Meta OAuth

Authenticate via Facebook/Instagram login. Passwords are never seen.

🔒 Encrypted Storage

Access tokens are encrypted at rest with AES-256 in Google Cloud KMS.

📜 GDPR & CCPA Ready

Automated user data deletion and self-service compliance tools.

Frequently Asked Questions

Everything you need to know about ScaleDM, official APIs, and AI integrations.

No! ScaleDM operates 100% on Meta's official Instagram Graph API and Instagram Messaging API. We strictly adhere to Meta's developer terms and rate limits. Unlike illicit browser bots or scraping extensions, official API automations carry zero risk of shadowbans or account blocks.

Never. You authenticate solely through Meta's official OAuth 2.0 login. We never see, ask for, or store your passwords. Access tokens are encrypted at rest with AES-256 in Google Cloud Secret Manager.

When an end user triggers a flow, ScaleDM queries the official Instagram relationship endpoint to verify whether the commenter is following your account. If not, ScaleDM politely invites them to follow you before delivering the download link or coupon code, multiplying your follower conversion rate.

Yes! With "Ask for Contact", captured emails and phone numbers are validated in real time and can be automatically synced via webhooks to HubSpot, Klaviyo, Zapier, Make, Notion, or your custom database.

ScaleDM provides an official Model Context Protocol (MCP) server endpoint at https://scaledm.io/mcp. This allows LLMs (Claude, OpenAI, LangChain, CrewAI) to read Instagram conversation context, call business tools, answer product queries, and smoothly trigger human handoff when required.

ScaleDM supports all Instagram Professional accounts (both Business and Creator accounts) connected to a Facebook Page, as required by Meta's Graph API.

ScaleDM supports all the Instagram features ManyChat does (Reel comments, Story mentions, Live chat, and Flow builder), but is built specifically for the AI Agent era. While ManyChat forces you into rigid if/else button trees and charges punishing monthly fees for inactive stored contacts, ScaleDM provides autonomous LLM reasoning (Claude & GPT-4o via MCP), official Meta follow verification, conversational lead extraction, and transparent usage pricing.

Scale Your Instagram on Autopilot

Join top creators, high-growth brands, and AI agent developers scaling their Instagram audience and revenue with ScaleDM.

🚀 Early access opening soon. Follow us on Instagram at @scaledm.io for updates.