151K Users.
15M Views.
Zero Paid Ads.
Solvearn had a platform with real value and no way to reach anyone. We built the AI inside the product and the content engine that filled it: 151K users, a €600K valuation, zero paid ads.
Users
151K+
Registered, organic only
Views
15M+
Across Instagram and TikTok
Followers
100K+
Gained in under 6 months
Valuation
€600K
Raised after the build
€600K valuation. Finland's fastest-growing startup.
After the build, Solvearn raised at a €600K valuation, one of the fastest platform-to-valuation runs in the Finnish ecosystem. The investor is personally connected to Pavel Durov, founder of Telegram. All of it on 151K users and zero ad spend.
Real value. Zero distribution.
Solvearn matches founders with the right people: peers, mentors, co-founders, investors. Founder Jami Tanskanen had product-market fit signals and a clear thesis.
What he didn't have was reach, engineering capacity, or the speed to catch the window in front of him.
We came in as the founding AI and engineering partner with two jobs at once: build the AI inside the product, and build the content system that fills it with users.
Manual research and scripting couldn't keep up
The matching engine had no AI behind it yet
Sign-ups were dropping off before they finished a profile
No paid feature. No revenue.
A competitor could move first
How you get 15M views without spending a euro on ads
Research finds what's working. Scripts get written from it. Content goes out daily. Sign-ups feed the matching engine. Better matches keep people. Retained users become social proof. Proof drives more reach.
Every loop makes the next one stronger, and it runs by itself every day. No ad budget at any point.
The growth loop
Every stage feeds the next, every day, with no ad budget at any point.
Daily
Viral research
Auto
Scripts written
15M+
Views
100K+
Followers
151K
Users
Reach to users
Jami Tanskanen and Daniel Matias during a build sprint in Finland - the platform on the laptop was already live and serving real users
How it works
Most agencies build one thing. We built two systems at the same time, because neither could wait for the other.
Inside the product: search that understands a plain-English request, a voice agent that onboards new users, and a landing-page generator that became the first paid feature.
Outside it: a content engine that watches what's going viral on Instagram and TikTok, pulls out the patterns, writes ready-to-record scripts, and publishes at a volume no human team could keep up with.
Understands plain-English requests. Sub-200ms responses at 151K users.
A conversational sign-up agent. Profile completion up 30% at the step that mattered most.
First paid feature, shipped in under 3 weeks. Zero to revenue in 21 days.
Daily scan of top short-form content. Hooks and formats extracted automatically.
Ready-to-record scripts in Solvearn's voice, published across Reels and TikTok. No manual editing.
Macro and micro creators with 5M+ combined reach producing authentic content at scale.
151K Users. €600K Valuation. Zero Paid Ads.
151K users in under 6 months. Not from one lever, but from loops that ran every day from day one. Voice onboarding was the biggest single unlock: 30% more completed profiles, which means better matches, which means people stay.
The content engine did the distribution: 100K+ followers and 15M+ views with zero ad spend. The landing-page generator turned an internal tool into revenue in three weeks.
Then the €600K valuation, from an investor personally connected to Telegram's founder. Every number organic. No shortcuts.
