Core Benchmark: DM vs Non-DM Creators
Creators Using DM Automation Show Higher Median Engagement Rates
Engagement Rate (ER) measures the share of a creator’s audience that actively engages with their content
ER = (Likes + Comments) ÷ Followers × 100%
:format(webp))
:format(webp))
Creator Spotlight: Lacey Swift*
A wellness creator using Manychat comment-to-DM flows
- DM flow: Comment → DM → Free guide
- Category: Wellness & Coaching
- Followers: 24.7K
- ER: 10% (median 1.26%)
*Included in the DM automation cohort analyzed in this study.
Go to accountDM Creators Receive Significantly More Comments per Post
Comments signal active audience involvement and are widely recognized as a high-value engagement signal by platform algorithms
:format(webp))
:format(webp))
Creator Spotlight: Joe Marquez*
An AI creator using Manychat comment-triggered DM flows
- DM flow: Comment → DM → Free guide
- Category: AI Tools
- Followers: 78K
- ER: 5.9%
*Included in the DM automation cohort analyzed in this study.
Go to accountStronger Audience Growth Among DM Creators
:format(webp))
:format(webp))
Creator Spotlight: Daniel G*
A Sales & Business creator using Manychat comment-triggered DM flows
- DM flow: Comment → DM → Free guide
- Category: Sales & Business
- Followers: 6.7M
- Followers Growth: 1.9M (236K average)
*Included in the DM automation cohort analyzed in this study.
Go to accountMore Consistent Posting Among Manychat Users
:format(webp))
Where DM Automation Works Best
DM automation performs best in niches where content naturally invites a follow-up conversation, explanation, or personalized value.
Top-performing niches
These niches show the strongest performance for comment-triggered DM flows
:format(webp))
DM Automation Beyond Lead Magnets
On top of lead delivery, DM automation is also used as infrastructure for large-scale brand activations
Dataset
A dataset of 6,000 verified US-based Instagram creators with 1,000+ followers
:format(webp))
Data sources
:format(webp))
:format(webp))
Two cohorts
We compare two matched groups to isolate the relationship between DM automation usage and creator outcomes

:format(webp))
:format(webp))
:format(webp))
:format(webp))








