How Successful Creators Manage DMs and Comments at Scale on Instagram? Case Studies Included

A creator with 20K followers getting 200 comments and 50 DMs per post across 5 weekly posts is managing 1,250 interactions every week. The creators who turn those interactions into session bookings, cohort enrollments, and webinar registrations at scale use automated messages on Instagram that reply for them, capture leads, send payment links, and follow up, so they can focus on creating the content that generated the engagement in the first place.

This guide shows how three successful Indian creators on Topmate use Agentic Auto DM to manage their DMs and comments at scale, with the exact workflows they run, the message scripts their automation sends, and the results they're getting. It also breaks down the 6 principles that make automated messages on Instagram convert where generic chatbot replies fail.

TL;DR

Here’s a snapshot of the main topics covered in this blog in detail:

What Are Automated Messages on Instagram and How Do They Work?

Before diving into the case studies, understanding the three types of automated messages on Instagram helps you see why each creator chose the approach they did to manage Instagram growth.

• Intent-based AI messages: Someone comments "how much is this?" or DMs "tell me about the course," and an AI agent reads what they mean, replies in your voice, handles the full conversation across multiple messages, answers follow-up questions, and sends a payment link when the lead is ready. No specific keyword needed. It’s available through Topmate Agentic Auto DM at Rs. 1,500/month (Rs. 500 for the first month).
• Welcome and follow-up messages: An automatic DM sent to every new follower with a free resource or greeting. Automatic follow-up sent days after a session or purchase to check in and collect feedback.
• Keyword-triggered messages: When someone comments "LINK" on your Reel, the system sends an instant DM with your resource, booking page, or product link. It’s available through Topmate Workflow Auto DM at just Rs. 500/month.

All three automated Instagram message types connect to Meta's official Instagram Graph API via OAuth, so Instagram recognizes them as legitimate business interactions, and your account stays safe.

How Ayush Singh Uses Automated Messages to Sell an AI Course to 53K+ Followers?

Ayush Singh runs the AI Placement Sprint on Topmate, an 18-week program that has placed 200+ engineers at Google, Microsoft, IBM, and funded startups. He has 53,000+ followers, runs two businesses alongside his course (Lead Data Scientist at Replayed and CEO of Antern), and MIT recommended his ML course on YouTube.

The volume of engagement he generates creates an operational problem that most course creators will relate to.

The Problem Before Automation

Every Reel that Ayush posts about AI careers, production ML, or the AI Placement Sprint generates 200+ comments. A significant portion of those comments contain buying intent. "How do I join?", "What's included?", "Is this for beginners?", "What's the duration?" These are people ready to spend money if they get an answer while their interest is fresh.

Before automation, Ayush spent 2-3 hours a day manually replying to the same questions. Every hour spent in the comments section was an hour taken away from running Antern or creating the next piece of content that would generate more leads.

The bottleneck was clear.

• The content was working.
• The replies couldn't keep up.

The Agentic Auto DM Workflow Ayush Uses

Ayush now runs Topmate's Agentic Auto DM on his Instagram account. Here's how the workflow operates.

• Comment triggers on every Reel: Captions include "Comment AI to get the course details" or "Comment SPRINT to learn more." Every comment with the trigger word generates an instant DM.
• Intent-based responses beyond keywords: When someone DMs "I saw your Reel about the AI course, can you tell me more?" the agent reads the intent without needing a keyword, understands this is an enrollment enquiry, and responds with relevant course details.
• Multi-message conversations in Ayush's voice: The agent answers specific follow-up questions about the 18-week curriculum, the 7 production projects, the placement outcomes, and whether the program suits beginners or experienced engineers. Each reply sounds like Ayush because the agent is trained on his communication style.
• Payment link delivery: When the lead's questions are answered and intent is clear, the agent sends the Topmate enrollment link.
• Follow-up for unconverted leads: Leads who engaged but didn't enrol receive a follow-up message days later to check whether they have any remaining questions.
• Contact capture: Every person the agent talks to has their email and phone number saved permanently to Ayush's Topmate profile.

The Results of Using Automated Messages on Instagram

Ayush saves 2-3 hours every day that were previously spent on manual DM and comment replies.

• Leads are captured 24/7, including overnight and on weekends when Ayush is offline.
• Enrollment conversations happen while he's building ML systems, teaching his current students, or running operations at Antern.
• The content he creates generates leads, and the automation converts them without requiring his real-time presence.

Example Automated Message Scripts from This Workflow

These are three actual examples of scripts used in Ayush’s workflow:

1. When someone comments "AI" on a Reel: "Hey [name]! Thanks for your interest in the AI Placement Sprint. It's an 18-week live program where you build 7 production AI projects with me, get a LinkedIn outreach system that generates real interviews, and join a community of 200+ placed engineers. Would you like me to share the full curriculum breakdown?"
2. When someone DMs "Is this for beginners?": "Great question! The program starts from Python, Git, and Docker fundamentals in weeks 1-2 before moving into ML, AI Agents, and RAG systems. Several students joined with zero AI background and landed their first AI role within 8 weeks. Want me to share what the weekly schedule looks like for working professionals?"
3. Follow-up for leads who didn't enroll: "Hey [name], you asked about the AI Placement Sprint a few days ago. Just checking in because the current cohort has limited spots and the last one sold out in 4 weeks. Happy to answer any remaining questions if something's holding you back."

How Manas Bichoo Uses Automated Messages to Fill Rs. 5-10 Lakh Webinars?

Manas Bichoo is a finance creator who monetizes through high-value webinars on Topmate, regularly generating Rs. 5-10 lakhs per session. His business model creates a unique automation challenge that's distinct from that of a course creator or a coach.

The Problem Before Automation

Webinar promotion operates on a compressed timeline. Manas announces a webinar 48-72 hours before the event, which creates a massive spike of comments and DMs in a very short window.

Hundreds of people comment "how do I register?", "what's the topic?", "Is there a recording?" and "What's the price?" simultaneously.

Missing even 20% of these leads during the registration window translates directly into lakhs in lost ticket revenue. And the spike occurs exactly when Manas should be preparing the webinar content itself, making manual replies physically impossible during the most critical conversion window.

The Agentic Auto DM Workflow Manas Uses

Manas runs Topmate's Agentic Auto DM specifically optimized for the webinar promotion cycle.

• Comment triggers on webinar announcement Reels: "Comment JOIN to register" or "Comment WEBINAR for details." The instant DM contains the webinar topic, date, time, and a Topmate registration link.
• The agent handles the registration conversation: Common questions about timing, platform, whether there's a recording, and pricing are answered automatically within seconds of being asked.
• Spike management: During the 24-48 hour promotion window, the agent handles hundreds of simultaneous conversations without degradation in response quality or speed. This is the period where manual replies would be physically impossible.
• Post-webinar follow-up: After the webinar ends, the agent follows up with two segments. Leads who registered but didn't attend get a message offering the recording or the next session. Attendees who didn't convert to Manas's next offer get a targeted follow-up.
• Contact capture for future announcements: Every lead who interacts during the webinar promotion has their email and phone saved for future webinar announcements.

The Results of Using Automated Messages on Instagram

Manas makes Rs. 5-10 lakhs per webinar session on Topmate with zero leads lost during the critical registration spike.

• Registration conversations are handled automatically during the 24-48 hours when engagement is highest and manual management is most impossible.
• Post-webinar follow-up sequences recapture revenue from no-shows and partial converters without requiring Manas to spend time on individual outreach.

Example Automated Message Scripts from This Workflow

These are three actual examples of scripts used in Manas’s workflow:

1. When someone comments "JOIN" on a webinar Reel: "Hey [name]! The webinar on [topic] is happening on [date] at [time] IST. Here's your registration link: [Topmate link]. Spots are filling up quickly, so I'd recommend securing yours now. Any questions about what we'll cover?"
2. When someone DMs "Will there be a recording?": "Yes, registered attendees get access to the recording after the session. But I'd recommend attending live because the Q&A section is where the most valuable insights happen, and that's not the same on a recording. Here's the registration link if you haven't signed up yet: [Topmate link]"
3. Post-webinar follow-up for no-shows: "Hey [name], you registered for the [topic] webinar, but I noticed you couldn't make it. No worries! I can share the recording with you. Also, I'm running another session on [related topic] on [date]. Want me to save you a spot?"

How Payal Sood Uses Automated Messages to Enroll Students?

Payal Sood is a career coach who runs the Europe Job Search Cohort on Topmate, a 6-week program priced at Rs. 80,000 that helps Indian professionals land roles at European companies. Her participants have reached SAP Germany, Bosch, Mercedes, Adidas, Wipro Europe, NTT Data, and Northvolt.

High-ticket cohort sales create a fundamentally different automation challenge from course enrollment or webinar registration.

The Problem Before Automation

A Rs. 80,000 cohort purchase requires trust building. Nobody buys a high-ticket career program from a single Instagram DM.

• Leads ask detailed questions about the 6-week curriculum.
• They want to know Payal's credentials.
• They ask whether the program works for their specific profile (HR professional vs engineer vs marketing manager).
• They want evidence of past results (which companies, which countries, what roles).

Each of these conversations takes 15-20 minutes of thoughtful, personalized messaging. During a cohort launch window, Payal used to handle 30-50 such conversations while simultaneously preparing the course content.

Manually managing this volume meant either delayed replies (which kills conversion on high-ticket offers) or rushing through responses (which erodes the trust needed for Rs. 80,000 decisions).

The Agentic Auto DM Workflow that Payal Uses

Payal runs Topmate's Agentic Auto DM with a workflow specifically designed for high-ticket cohort sales.

• Comment triggers on cohort promotion content: "Comment EUROPE to get the details" on Reels about European job markets, visa processes, and career transition stories.
• Trust-building multi-message conversations: The agent answers the first question (curriculum details), waits for the follow-up (credentials and past results), shares specific outcomes (SAP Germany, Bosch, Mercedes), and gradually builds confidence across 5-7 messages rather than trying to close in a single reply.
• Lead qualification: The agent identifies high-intent leads (people asking about payment options, cohort start dates, or specific curriculum modules) vs low-intent leads (people asking general career questions). High-intent leads get more detailed responses and an offer to connect with someone from Payal's team for a personal call.
• Follow-up for undecided leads: Leads who engaged deeply but didn't enroll receive a follow-up 3-5 days later with a specific reason to reconsider (a new participant's early results, a reminder about cohort start date, or an answer to the concern that seemed to hold them back).

The Results of Using Automated Messages on Instagram

Cohort enrollments are now managed at scale across promotion windows.

• Multi-message DM conversations that would have taken Payal 15-20 minutes each are handled automatically with the same depth and personalization.
• The trust-building sequence works because the agent answers with specifics (real company names, real outcomes, real curriculum details) rather than generic "our program is great" responses.

Example Automated Message Scripts from This Workflow

These are three actual examples of scripts used in Payal’s workflow:

1. When someone comments "EUROPE" on a Reel: "Hey [name]! The Europe Job Search Cohort is a 6-week program where you get a job-ready EU CV, country-wise job portal strategy, interview prep for European companies, and a personal 1:1 session with me. Past participants have reached SAP Germany, Bosch, Mercedes, and Adidas. Want me to share the full week-by-week breakdown?"
2. When someone DMs "Will this work for my profile? I'm in HR, not tech.": "Absolutely. The program covers multiple industries, and the job search strategy is tailored to your specific background during our 1:1 session. I've had participants from HR, marketing, engineering, and operations backgrounds land roles across Europe. The curriculum in weeks 1-3 covers Blue Card and visa pathways, which apply regardless of your function. What country are you most interested in? That'll help me share the most relevant details."
3. Follow-up for leads who didn't enroll: "Hey [name], you asked about the Europe Job Search Cohort last week. I wanted to share that one of our recent participants from a non-tech background just got a callback from Bosch Germany. The next cohort starts on [date], and there are [X] spots remaining. Would you like to speak with the VP of sales from my team at Topmate to discuss whether it's the right fit for your profile?"

6 Principles That Make Automated Messages on Instagram Convert

These principles are extracted from the three case studies above. They explain why Ayush, Manas, and Payal's automated messages on Instagram generate real revenue while most chatbot setups produce nothing but unread DMs.

Let's explore all the principles in detail.

#1. The First Message Answers the Question, Not Just Acknowledges It

When someone comments "how much?" on your Reel, a reply that says "Thanks for your interest! We'll get back to you shortly" tells them nothing and wastes the 10-second window where their attention is at its peak.

All three creators' automated first messages answer the specific question the person asked.

• Ayush's first message explains the 18-week program structure.
• Manas's first message gives the webinar date, time, and registration link.
• Payal's first message names the companies past participants reached.

The answer IS the hook.

#2. The Conversation Continues, It Doesn't Dead-End

Generic auto-reply on Instagram sends one message and stops. The lead asks a follow-up question and receives silence until the creator checks their inbox hours later.

Agentic Auto DM handles multi-message conversations.

• The lead asks about pricing, gets an answer, asks about curriculum, gets a detailed breakdown, asks about placement outcomes, gets specific company names.
• This back-and-forth is why DMs convert at up to 20%, while passive bio links convert at just 0.5%.

#3. Automation Opens the Door, You Close the Deal

The smartest approach treats automation as the front door and human interaction as the house.

• The AI agent handles the repetitive first touches (keyword delivery, common questions, resource sharing, basic qualification).
• When a lead expresses genuine high-value buying intent or asks something that requires personal judgment, the creator or their team steps into the conversation. Payal's workflow does this explicitly by routing high-intent leads to a personal call with her sales team on Topmate.
• The automation scales the repetitive work while the human touch closes the high-value moments.

#4. The Payment Link Arrives at the Right Moment

Sending a payment link in the first message feels pushy and desperate. Sending it after 10 messages means the lead lost interest four messages ago.

All three creators' workflows time the payment link to arrive after the lead's core questions are answered and their intent is clear.

• Ayush's agent sends the enrollment link after explaining curriculum and outcomes.
• Manas's agent sends the registration link immediately because webinar registration is a lower-commitment action.
• Payal's agent waits until trust-building.

The right moment depends on what you're selling. And the agent designed specifically for your workflow analyzes it critically, making it work for you.

#5. Every Contact Is Captured Off Instagram

Instagram owns your follower list. If your account gets suspended, shadowbanned, or hacked, every person who follows you becomes unreachable.

All three creators use Agentic Auto DM to save every contact's email and phone to their Topmate profile.

• DMs have a 90% open rate, making them the strongest channel for driving leads to an email capture step.
• Once the contact exists in Topmate, the creator can reach them via email, WhatsApp, or SMS, regardless of what happens to their Instagram account.

#6. Use Follow-Before-DM Rules to Protect Your Messaging Quota

Every automation tool has a monthly DM limit (most tools cap DMs at 200 per hour). Without conditional logic, bots and random non-followers can spam your trigger keywords and eat through your quota without generating a single real lead.

• The fix is to set a follow-before-DM rule so the automation only triggers a DM if the commenter already follows your account.
• Non-followers who comment the keyword receive a public reply ("Follow us and comment again for the link!") that encourages the lead to follow you and protects your messaging quota for real leads.

How to Set Up Automated Messages on Instagram with Topmate Auto DM?

Getting started takes under 10 minutes. This is the quick-start version. For the complete setup walkthrough with advanced configuration and best practices, read our full guide on Instagram Auto DM setup and best practices.

• Step 1 – Connect your Instagram Business or Creator account to Topmate: Personal accounts don't support Meta's API, but switching to Creator is free and takes 30 seconds in Instagram settings.
• Step 2 – Choose your tier: Workflow at Rs. 500/month for keyword-triggered auto-replies. Agentic at Rs. 1,500/month (Rs. 500 for the first month) for intent-based AI conversations that handle the full sales flow.
• Step 3 – Set your first comment trigger keyword (like "LINK" or "FREE"): Write the response message the system sends when someone comments that word.
• Step 4 – Go live and monitor the first 10-20 conversations: This ensures the messages sound right and the workflow captures leads correctly. You can also adjust the message wording based on the questions leads ask most often.

Which Instagram Automation Tool Should You Use for Automated Messages?

Topmate Auto DM is one of several Instagram DM automation creators tools available in 2026. We’ve compared the best Instagram automation tools for Indian creators, including pricing and stage-specific recommendations, in our Instagram automation tools guide.

How to Manage Comments, DMs, and Stories Alongside Automated Messages?

Automated messages on Instagram can handle repetitive conversations. But overall engagement across comments, DMs, and Stories requires a daily system that keeps all three channels running for 90 minutes without neglecting any.

We built a complete time-blocked schedule with response frameworks for each channel type in our guide on handling high Instagram engagement across comments, DMs, and Stories.

Conclusion

Thirty days from now, your comment triggers could be capturing leads while you sleep. Your DM conversations could be running multi-message sales flows without you touching your phone. And every contact who engages with your content could have their email and phone saved to your Topmate profile permanently.

Ayush, Manas, and Payal automated their DMs and comments because their content was working so well that manual replies became the bottleneck between engagement and revenue. If your content is generating more comments and DMs than you can handle personally, the same Instagram automation is available to you on Topmate starting at Rs. 500/month.

FAQs

Q. How does Instagram DM automation work?

A. You connect your Instagram Business or Creator account to an automation tool through Meta's official API (OAuth authentication, never your password).

• Set up triggers like comment keywords ("LINK", "FREE") or intent-based rules.
• When someone comments the keyword or sends a DM matching your rules, the tool automatically sends a pre-written or AI-generated reply as a DM.

Advanced tools like Topmate's Agentic Auto DM go further by reading the intent behind any message, handling multi-message conversations, and sending payment links when the lead is ready.

Q. How do I set up an automated message when someone follows me on Instagram?

A. Most tools for sending automated messages on Instagram offer a "welcome DM" feature. On Topmate Auto DM, you write the welcome message you want every new follower to receive (a greeting, a free resource link, or a question like "What brought you here?"), enable the trigger for new followers, and the system sends it automatically within seconds of someone hitting follow.

Keep the message short, genuinely useful (offer something free rather than pitching immediately), and end with a question that invites a reply to keep the DM thread active.

Q. Why am I not getting automated messages on Instagram?

A. It could be because of any of the following reasons:

• Your account may be a personal account instead of a Business or Creator account, which means Meta's API cannot connect to it (switching is free in Instagram settings).
• The automation tool may have lost its API connection, which happens when you change your Instagram password or revoke app permissions. Reconnect the tool through OAuth.
• You may have hit your daily or hourly DM rate limit (200 automated DMs per hour for established accounts, 50-100 for newer ones), which pauses all automated sending until the limit resets.

Q. I only get 30-40 comments per post. Is it too early for automated messages on Instagram?

A. If even 5 of those 30-40 comments contain buying intent ("link?", "how much?", "how do I join?") and you're replying 2-3 hours late, you're losing leads every day. Topmate Workflow Auto DM at Rs. 500/month instantly captures those 5 leads using keyword triggers. At 30-40 comments, you don't need the full Agentic tier. Start with keyword triggers and upgrade when the volume grows.

Q. Won't my followers know they're talking to a bot and get turned off?

A. Agentic Auto DM replies in your voice using your specific offer details, your way of explaining things, and your tone. The messages in this guide (Ayush's enrollment responses, Manas's webinar replies, Payal's cohort conversations) read as if the creator typed them. Followers engage because the response is helpful and fast, which matters more than whether a human or an AI typed it.

Q. Can automated messages handle complicated questions or only simple keyword triggers?

A. Keyword triggers handle simple requests like "send me the link" or "share the details." Agentic Auto DM at Rs. 1,500/month handles complex, multi-message conversations. It can answer "Is this course for beginners?", "What's the difference between your program and a Coursera course?", and "Will this work for someone with an HR background?" because it reads intent and responds contextually rather than matching keywords.