Work

Social Growth

TheSequence Organic Social Growth

Growing a technical AI/ML newsletter's X (Twitter) account from fewer than 700 to 46,000 followers without paid promotion.

ClientTheSequence
CompletedJan 2021 to Feb 2023
RoleSocial Media Marketing Specialist
The Sequence of AI Knowledge newsletter header
<700 → 46,000X follower growth
20M+organic impressions across the run
3,900+new followers in the strongest month
285earned mentions per month at peak
TheSequence subscriber overview showing technology companies, research organizations, and universities represented among its readership
Historical subscriber overview published by TheSequence in May 2021. Source: What is TheSequence?

Context

When I joined TheSequence in January 2021, it was an independent, six-month-old AI/ML newsletter serving practitioners, researchers, and aspiring professionals worldwide. The newsletter had no substantial social presence. Its X account had fewer than 700 followers, and the brand had limited recognition.

Objective

Build awareness of TheSequence within the AI/ML community and establish a repeatable content system for sustainable organic growth on X.

My role

I joined TheSequence as a Social Media Marketing Specialist and initially worked closely with a co-founder to test formats and calibrate the publication’s voice. I later assumed end-to-end ownership of X, covering content strategy, research, creation, publishing, experimentation, performance analysis, and reporting. The co-founder remained involved through weekly reviews and strategic input. Toward the end of my role, I also helped launch the publication’s LinkedIn presence.

Constraints

  • Authority-driven market: Established researchers, engineers, practitioners, and organizations dominated AI/ML conversations on X. A new publication account had to earn attention without relying on existing authority or social proof.
  • Technical audience: The audience valued accuracy, relevance, and substantive insights, leaving little room for generic promotional content.
  • No established social media system: No proven content formats, publishing practices, or historical performance benchmarks guided the strategy.
  • No paid distribution: Audience growth had to come entirely through organic content and participation in relevant conversations.

Approach

1. Turning newsletter research into standalone social content

TheSequence’s three weekly editions provided a regular source of material. I developed a repeatable workflow for adapting that material into social media content. Each post offered useful information on X without reproducing the paid newsletter. Where relevant, it linked to the publication for readers who wanted a deeper explanation. This kept social content connected to the newsletter while giving people a reason to follow the account on its own.

2. Reaching audiences through earned amplification

I monitored research releases, company announcements, expert talks, and relevant industry conversations to identify timely publishing opportunities. Posts summarized developments and credited the researchers, companies, and institutions involved, giving those accounts a reason to engage with or reshare the posts and extending TheSequence’s visibility beyond its existing followers. I supplemented this with occasional direct outreach, community collaborations, and cross-promotions.

3. Using weekly reviews to refine publishing decisions

Follower growth was the primary account-level measure. At the post level, I used profile visits as the main proxy variable for follower growth and audience interest in the publication. Other metrics like impressions, reposts, bookmarks, engagement, and link clicks provided additional context and helped me identify post features and formats that optimized performance for these metrics.

Each week, I reviewed both strong performers and posts that fell short of expectations, looking at topic, format, framing, copy structure, and visuals. I used those findings to adjust the following week’s content mix, refine recurring formats, and retest promising ideas.

Selected posts

I tested recurring formats including research roundups, weekly AI updates, hiring digests, and curated collections of books, courses, and technical resources. The mix combined timely developments with evergreen learning resources, giving readers several reasons to follow. As the approach developed, I scaled publishing to up to three posts per day and documented the publication’s social voice and editorial conventions in a content guide.

The examples below show several representative formats. Performance figures come from account analytics and are not displayed in the public post screenshots.

These posts were published during my work at TheSequence. The account is now presented under the Turing Post name, so the current X links use that handle.

Holiday X post recapping popular courses in deep learning, linear algebra, and natural language processing

A seasonal collection brought useful learning resources together in one timely post and demonstrated the reach potential of resource curation.

Format
Curated learning resources
Purpose
Audience discovery
Reported performance
~161K impressions
View original post on X

Three free books

X post recommending three free books about data visualization and reinforcement learning

The post packaged immediately useful learning resources in a format designed to earn saves and shares.

Format
Book collection
Purpose
Evergreen audience value
Reported performance
~63.5K impressions
View original post on X

Transformer research papers

X post recommending three research papers for understanding Transformer models

A focused collection gave technically engaged readers a clear starting point for exploring foundational Transformer research.

Format
Research collection
Purpose
Relevance to a specialized technical audience
Reported performance
~51.3K impressions
View original post on X

AI updates of the week

X post introducing a weekly roundup covering ChatGPT, PyTorch 2.0, AWS announcements, and other generative AI news

A compact roundup condensed a busy news cycle into one scannable thread and established a recognizable recurring feature.

Format
Weekly news roundup
Purpose
Ongoing value for followers
Reported performance
~12.5K impressions
View original post on X

Frequently overlooked facts about ChatGPT

X post opening a thread about frequently overlooked facts about ChatGPT

A curiosity-led hook offered another angle on a widely discussed topic and created a clear reason to continue through the thread.

Format
Explanatory thread
Purpose
Timely AI/ML insight
Reported performance
~10.3K impressions
View original post on X

Results

Follower growthJanuary 2021 to February 2023
Selected milestones
Follower growthFollower milestones rose from fewer than 700 in January 2021 to 46,000 in February 2023.010K20K30K40K<700Jan 2021~12KDec 2021~30KMay 2022~40KOct 202246KFeb 2023

The chart uses reported milestone values; the starting point is plotted at 700 for scale.

Audience growth

Follower count grew from fewer than 700 to 46,000. The curve was cumulative rather than dependent on one viral spike: weekly gains typically ranged from roughly 600 to 1,300 followers, reaching more than 3,900 new followers in the strongest month.

Reach and traffic

The account generated 20M+ impressions across the work. Monthly impressions increased from roughly 37,000 to a peak of 2.38M—about 64x growth.

Earned authority

The account also started earning organic reshares and engagement from people and organizations the audience already trusted, including Amazon Science, Ai2 (Allen Institute for AI), Hugging Face, Stanford University AI Lab, Harvard University, Gary Marcus, and sktime. Earned mentions grew to about 285 per month, building authority without relying on paid promotion.

LinkedIn launch

Toward the end of the engagement, I helped launch TheSequence's LinkedIn presence and grow it from zero to 2,600 followers.