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%


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


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


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

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

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

Data sources


Two cohorts
We compare two matched groups to isolate the relationship between DM automation usage and creator outcomes













