A simple-looking search feature became the hardest part of a first SaaS
The hardest part of a first SaaS was not a flashy feature, but a search box that looked simple to users. A person types a plain-English request, and the system finds matching results. Behind that simple action, the product pulls data from two levels, turns it into in vector form, and compares the user's words against those vectors.
Each step created , so the pipeline needed weeks of work before the easy-looking feature worked well. The main lesson is that the simplest can hide the most engineering work. Pricing was another surprise.
Instead of common per-seat fees, the product uses one flat price because not every person on a team uses every part of a tool. Customers responded strongly to that simple pricing, and the first SaaS now has 74 .
Key points
- The feature looked like a basic search box but took weeks to make reliable.
- The search system uses and vectors to match plain-English requests with the right data.
- Simple user-facing features can hide complex engineering work.
- The product chose one flat price instead of per-seat fees.
- The SaaS now has 74 .