// Consumer AI
An AI dating app that matches people on personality and values.
Lamp Dating is an AI dating app for people who want a serious relationship. Softgen's founder is its co-founder and CTO: the matching engine, the API and the AI features are his team's work.
Someone who wants the same things I do
Genievaluespersonality
AI-first
personality and values matching
400+
local dating pages built for search
Genie
AI helper built into the app
/01The challenge
What was at stake.
Swipe apps reward looks and endless scrolling, and people who want something real burn out. Lamp needed matching that understands personality and values, safety that scales, and a product people trust with something personal.
/02The approach
What we did.
- Personality and values matching built on embeddings and vector search
- An async FastAPI backend with AI moderation and a clean, versioned API for the iOS app
- AI features in the product itself, such as Genie, Lamp's AI helper
- A marketing site built to rank, with 400+ local dating pages and structured data
Stack
FastAPIPythonPostgreSQLpgvectorOpenAINext.js
Ready when you are
Let's build the thing.
Tell us what you're building and we'll come back with a plan, a price and a date. No obligation, no jargon.