The content strategy that worked too well: case study of an AI-startup Emmi AI
- 7 hours ago
- 4 min read
An AI startup built a high-performance LinkedIn presence in eight months. Then the global giant Mistral AI bought it.
Ilze Švarcbaha, the founder of Not Scheduled agency from Latvia had a confession to make before she even began her presentation at the Parrot B2B conference. “As the content was too good,” she told the room, “I lost my client.”
The startup she had spent eight months building into a LinkedIn phenomenon had just been acquired — by Mistral AI, Europe’s largest artificial intelligence company. It was, by any measure, a strange kind of success.
The client was Emmi AI, a deep-tech company doing something most people struggle to visualise. Imagine a Formula One car and the invisible wall of air hitting it at speed. Engineers have traditionally tested aerodynamic changes by physically rebuilding parts of the car. Emmi AI lets them skip that entirely, using AI-powered simulation to predict how design changes will perform before a single component is manufactured.
The company was one year old, had three co-founders, and a target audience of researchers and engineers who, as Švarcbaha puts it, “speak in fluid dynamics, not marketing funnels”. The goal was straightforward: build brand awareness and generate demand.
The Strategy
The approach rested on three pillars:
content from the company account with active engagement in comments,
thought leadership from each of the three co-founders on their personal profiles,
and employee advocacy from the wider team. None of these is unusual in itself.
What made the execution different was the degree to which everyone — founders, researchers, engineers — was genuinely invested in making it work.
Content followed a full marketing funnel.
At the top: entertainment. At Christmas, rather than a generic seasonal post, the team photographed the co-founders in Santa costumes.
In the middle, educational posts and research papers.
At the bottom, product demonstrations with direct calls to action.
The posting rhythm was coordinated deliberately: a co-founder would publish from their personal profile at 9 am, the company account would follow at 10 with related but distinct content. Personal profiles always came first, because on LinkedIn, people engage with people.
“By building strong personal brands, the company’s profile will benefit as well.”
The GIF Problem
The most distinctive creative choice was the most unexpected: GIFs. In a field populated by dense white papers, Emmi AI built its visual identity around short looping animations of its simulations. The logic was sound — the product was inherently visual, and a GIF captured swirling airflow around a car in a way a static image could not.
The co-founders became converts. “They were asking me: can we have a GIF? I don’t want to post a carousel,” Švarcbaha recalls.
Not everything worked. Videos, counterintuitively, performed worst — a fraction of the impressions of the best GIF posts. The explanation is audience-specific: researchers read. They zoom in on detailed visuals. They do not, as a rule, sit through a founder on camera. The videos were kept not because the data supported them, but because they helped position the founders as conference speakers, which they later became.
A 41-page research paper published directly on LinkedIn, meanwhile, performed exceptionally well.
The Numbers
On LinkedIn, the average engagement rate for a technology company is 3.6 percent. Emmi AI’s average over eight months was 19.45 percent — more than five times the industry figure. Typical B2B click-through rates run between 0.5 and 2 percent. Emmi AI’s average CTR was 17.66 percent.
500,000+ impressions generated organically over eight months 325 comments, roughly half from the Emmi AI community #2 in follower growth among direct competitors, including the much larger PhysicsX
The Outcome
At the end of May, Mistral AI — the French company widely considered Europe’s answer to OpenAI — acquired Emmi AI. The brand-building had made the company legible: to potential customers, yes, but also to acquirers scanning for capable teams working on interesting problems. There is a certain irony in the story Švarcbaha tells. She built Emmi AI’s presence so effectively that the company became too attractive to stay independent. In a field where LinkedIn is treated as a vanity exercise, that is the best possible outcome.
Five things this case demonstrates
1. Niche B2B audiences want depth, not simplification. Publishing a 41-page research paper on LinkedIn and watching it perform well is evidence enough.
2. Personal brands carry company pages, not the other way around. Founders posting first, then the company amplifying, is a sequencing decision with measurable impact.
3. Format fluency matters. Knowing that your audience reads rather than watches, and building around GIFs rather than video, is the kind of insight that only comes from paying attention.
4. Company-wide involvement multiplies reach. When researchers answer comments from their own profiles, the credibility is qualitatively different from a marketing account doing the same.
5. Visibility is a business asset. The brand awareness this campaign generated did not just attract leads. It attracted Mistral AI.
