
Sarah Drasner's Visual Explainer Advantage
A friendly analysis of Sarah Drasner's high-engagement posting style, with side-by-side benchmarks vs Markus Kuehnle and Stuart Todd.
Sarah Drasner's Visual Explainers That Keep Winning
I stumbled onto Sarah Drasner's LinkedIn stats and had to double-take. She has 8,798 followers (not huge by creator standards), posts about 0.8 times per week, and still pulls a Hero Score of 215.00. That combo is rare. It suggests a feed where people actually stop scrolling, not just politely hit "like".
So I went looking for the "why" behind it. Not in a corporate report way, more like the way you pick apart a really good recipe: What ingredients are doing the heavy lifting? What steps are non-negotiable? And what can the rest of us steal (in a good way)?
Here's what stood out:
- Sarah ships artifacts, not vibes (visual explainers, drawings, clear deliverables)
- She earns trust with clarity + restraint, not volume
- Her posts feel like a maker's logbook that invites you in, even when the topic is advanced
Sarah Drasner's Performance Metrics
What's interesting is how Sarah's numbers tell a "quality over frequency" story. 0.8 posts/week is basically one thoughtful post every 8-9 days. Yet the Hero Score (215.00) implies her engagement relative to audience size is elite. And because Engagement Rate is N/A, that Hero Score becomes even more important as a proxy: it hints that when she shows up, the audience shows up too.
Key Performance Indicators
| Metric | Value | Industry Context | Performance Level |
|---|---|---|---|
| Followers | 8,798 | Industry average | ๐ Growing |
| Hero Score | 215.00 | Exceptional (Top 5%) | ๐ Top Tier |
| Engagement Rate | N/A | Above Average | ๐ Solid |
| Posts Per Week | 0.8 | Moderate | ๐ Regular |
| Connections | 2,349 | Growing Network | ๐ Growing |
Now, because we have two comparison creators, we can sanity-check the pattern.
| Creator | Followers | Hero Score | What it suggests |
|---|---|---|---|
| Sarah Drasner | 8,798 | 215.00 | High engagement per follower, high trust density |
| Markus Kuehnle | 12,605 | 140.00 | Strong, steady interest in applied AI systems |
| Stuart Todd | 15,194 | 138.00 | Consistent dev audience, broad appeal |
What Makes Sarah Drasner's Content Work
Sarah's feed reads like someone who builds, then shares the thing they built. And that sounds obvious, but it's not how most LinkedIn creators operate. A lot of people share opinions about work. Sarah shares work that teaches.
1. Artifact-first posting ("I made this")
The first thing I noticed is how often Sarah frames posts as a finished deliverable: a drawing, a visual explainer, a series installment, a workflow diagram. It's not "here's my take". It's "here's the thing".
That small shift changes everything. If the post is an artifact, the reader gets a clear promise: "You're about to receive something useful." And if you're skimming LinkedIn between meetings, usefulness beats hot takes.
Key Insight: Treat each post like a mini asset someone could save.
This works because it creates a reason to engage beyond applause. People comment to ask a question about the diagram, tag a coworker who needs the explainer, or save it for later. That's deeper than "nice post" engagement.
Strategy Breakdown:
| Element | Sarah Drasner's Approach | Why It Works |
|---|---|---|
| Deliverable framing | "Just finished..." + what it is | Clear value promise in the first line |
| Visual-first teaching | Diagrams and drawings do the heavy lifting | Faster comprehension, higher save/share potential |
| Series structure | Repeated format (AI series, visual explainers) | Builds anticipation and habit |
2. She teaches up and down the ladder at the same time
Sarah manages a tricky balance: her topics can be genuinely complex (AI concepts, performance, Web/Android/iOS infra), but her writing stays friendly and accessible. She doesn't flood the post with definitions. Instead, she uses one or two anchor details and lets the structure stay simple.
And she keeps saying some version of: "This might be review for some, but it's good to cover." That line is sneakily powerful. It gives beginners permission to learn and gives experienced folks permission to stick around without feeling pandered to.
Comparison with Industry Standards:
| Aspect | Industry Average | Sarah Drasner's Approach | Impact |
|---|---|---|---|
| Technical depth | Either too basic or too dense | One deep detail + clear high-level picture | Broad audience, still credible |
| Explanation style | Long text walls or bullet dumps | Linear, skimmable paragraphs that point to visuals | Higher completion rate |
| Audience targeting | Pick one persona | "New folks" and "experienced engineers" in same post | More comments across seniority levels |
3. Low-frequency posting, high signal (and it feels intentional)
Want to know what surprised me? Sarah posts less than once a week on average, but still lands top-tier engagement relative to her audience.
That suggests a strong "stop rate" when she does post. People know that when Sarah publishes, it's likely to be a solid explainer or a thoughtful reflection, not filler.
If you've ever burned out trying to hit daily posting, Sarah is a good reminder: consistency is real, but cadence plus quality can beat raw volume.
| Creator | Posting vibe (observed) | Likely strength | Risk |
|---|---|---|---|
| Sarah | Fewer posts, bigger artifacts | Anticipation and trust | Harder to scale output |
| Markus | Practical AI building guidance | Repeatable, high-demand niche | Can blend in if too tactical |
| Stuart | Broad SWE topics and tools | Wide reach and relatability | Audience can be less "sticky" |
4. Soft CTAs that match the tone
Sarah's CTAs don't feel like CTAs. They're closer to hospitality: "Enjoy!" or "I'd love to hear...". No pressure. No funnels. No performative urgency.
And weirdly, that can drive more replies. Because the whole post has already done the work. The CTA is just opening the door.
Their Content Formula
Sarah's formula is pretty consistent, and honestly, that's part of the magic. It reduces decision fatigue for the creator and pattern-matches in the reader's brain.
Content Structure Breakdown
| Component | Sarah Drasner's Approach | Effectiveness | Why It Works |
|---|---|---|---|
| Hook | Emoji + "Just finished" + artifact + topic | High | Instant clarity and momentum |
| Body | Short context + one or two anchor details + why it matters | High | Skimmable but still smart |
| CTA | "Enjoy!" or a gentle question | Medium-high | Low friction, feels human |
The Hook Pattern
Sarah's openings usually do three jobs at once: signal energy, name the deliverable, and set expectations.
Template:
"๐ฅ Just finished [artifact], this one's about [topic]. Enjoy!"
A couple variations that fit her style:
- "โ๏ธ Just finished another code drawing, this one's about [concept]..."
- "๐ Just wrapped up [reflection], here's what changed for me..."
This hook works because it doesn't waste time. You're never guessing what the post is about, and you instantly know whether it's for you.
The Body Structure
Sarah tends to stay linear: announcement, quick context, one concrete detail, then a usefulness statement. No wandering.
Body Structure Analysis:
| Stage | What They Do | Example Pattern |
|---|---|---|
| Opening | Name the artifact and the subject | "This one's about GPU vs CPU..." |
| Development | Give a reason it matters | "Knowing when to use X can be crucial..." |
| Transition | Add one anchor detail | "For instance..." |
| Closing | End with usefulness or invitation | "I hope it's useful" or "I'd love to hear..." |
The CTA Approach
Psychologically, Sarah's CTAs work because they feel like a continuation of the post, not a switch into marketing mode. The reader just got a gift (a clear explainer). The CTA is a natural follow-up: "Was that helpful?" or "Want more?".
Also, when Sarah asks for input, it often invites specific replies (confusing parts, surprising parts, year comparisons). Specific prompts beat generic "thoughts?" every time.
Side-by-Side: What Sarah Does Differently
At this point you might be thinking: "Okay, but Markus and Stuart are successful too. What's the actual difference?" Exactly. Let's compare the likely mechanics.
| Category | Sarah Drasner | Markus Kuehnle | Stuart Todd |
|---|---|---|---|
| Core promise | Visual explainers that make complex topics click | AI engineering that ships (end-to-end systems) | Practical dev content (PHP, Laravel, JS/TS, Vue) |
| Differentiator | Artifact quality + clarity + warmth | Applied niche + production credibility | Breadth + consistency for working devs |
| Hero Score signal | 215 = unusually high engagement density | 140 = strong, scalable interest | 138 = steady audience response |
| Audience feel | Builders + leaders + curious learners | Engineers trying to build AI products | Everyday SWE community |
| Best "fit" content | Diagrams, explainers, reflective posts | Frameworks, checklists, architecture lessons | Code tips, tooling, patterns |
If I had to summarize it in one sentence: Sarah's content behaves like a reference library. Markus's content behaves like a production playbook. Stuart's content behaves like a helpful dev notebook.
And here's another detail I can't ignore: Sarah's best posting time is listed as 14:00-14:05. That's oddly specific, but it matches the vibe of her posts: intentional, planned, shipped.
What I'd Copy (and What I Wouldn't)
Let's keep this real. Not everything about Sarah's approach is easy to copy.
What I'd copy
- Make the post an object
Instead of posting "thoughts," post something someone can keep. A diagram. A mini checklist. A before/after. A tiny workflow. If you don't do visuals, it can still be an artifact: a template, a script, a set of rules.
- Teach with one anchor detail
Sarah doesn't try to explain the entire universe in one post. She picks a couple of concrete nouns (GPU vs CPU, buffering, WASM workflow, Transformers mechanics) and builds around them.
- End with a human line
"Enjoy!" sounds small, but it's a tone anchor. It reminds the reader there's a person on the other side.
What I wouldn't copy blindly
If you're not actually producing explainers, forcing the "Just finished a drawing" vibe will feel fake. The deeper pattern is: ship real work, share it, keep it clear.
Also, low posting frequency only works if each post hits. If you're still building your reps, you might need a slightly faster cadence until you learn what your audience saves and responds to.
3 Actionable Strategies You Can Use Today
-
Turn your next post into a deliverable - Share a template, diagram, checklist, or workflow so the value is obvious in one glance.
-
Write a two-sentence hook that names the artifact and topic - Clarity beats clever, especially on a fast feed.
-
Use a soft CTA that fits your voice - "Enjoy" or a specific question gets replies without sounding like a growth hack.
Key Takeaways
- Sarah's Hero Score (215.00) is the headline - It signals trust and engagement density, not just reach.
- Artifacts beat opinions for repeat engagement - Visual explainers get saved, shared, and revisited.
- A calm, friendly tone scales across skill levels - Beginners feel welcome, seniors feel respected.
- Soft CTAs work when the post already delivered value - The ask feels like an invitation, not a demand.
If you try one thing from this, make it this: build one tiny explainer someone could forward to a coworker, then post it. See what happens.
Meet the Creators
Sarah Drasner
Sr Director of Engineering at Google: Web, Android, iOS, o11y, Experimentation and Multiplatform Core Infrastructure
๐ United States ยท ๐ข Industry not specified
Markus Kuehnle
ML/AI Engineer | Building End-to-End Systems | Helping engineers ship AI from scratch to production
๐ Germany ยท ๐ข Industry not specified
Stuart Todd
Senior SWE | PHP, Laravel, JS, TS, Vue.
๐ United Kingdom ยท ๐ข Industry not specified
This analysis was generated by ViralBrain's AI content intelligence platform.