Discovery Infrastructure
The right content. For the right learner.
At the right moment.
Domico understands your video catalog and each learner’s context to deliver semantic search and personalized discovery — without replacing your platform.
Don't Migrate. Connect.
POST /v1/search
Growth Finance — Lesson 18
“CAC, churn and payback — CAC alone doesn’t tell the full story.”
12:43
94% relevance
Unit Economics — Lesson 07
“Payback period stretches as retention drops, which means…”
31:18
87% relevance
Illustrative demo · sample catalog
Content × Learner
Understand the content. Understand the learner. Connect both.
Content Understanding
- Timestamped transcript
- Semantic moments
- Topics & concepts
Learner Context
- Goals
- Declared knowledge
- Learning gaps
- Preferences
Personalized discovery
The exact moment each learner needs, returned as IDs and timestamps.
Learner Context
Three kinds of evidence. Never confused.
Declared
What the learner says they know.
Observed
What searches, watch time, skips and repeats suggest.
Demonstrated
What quizzes and exercises verify.
Inference is never presented as verified knowledge.
Integration
We return IDs. You own the experience.
Domico never renders your interface. It returns ranked identifiers, timestamps and scores that your frontend uses however it wants.
Operating loop
Every interaction updates the context.
Onboarding, searches, watches, skips and completions become evidence. Context updates, and the next discovery gets better.
From catalog understanding to user understanding.
Architecture
Keep your infrastructure. Add intelligence.
Your stack stays. Discovery gets smarter.
Your stack
Domico Discovery Layer
Semantic index · ranking · learner context
What you get back
How we work
We don’t hand you an API and walk away.
Our engineers work on your real catalog until discovery measurably beats what you have today. Then we integrate, operate and keep improving it with you.
01
Connect
Videos, transcripts and metadata stay where they are. We connect to them.
POST /v1/items
02
Prove
We benchmark Domico against your current search with real learner questions.
benchmark report
03
Integrate
Your frontend calls the API and opens your own player at the returned moment.
POST /v1/search
04
Operate
Behavior signals, Successful Discoveries and gap reports keep discovery improving.
POST /v1/events
Unmet searches · last 30 days
18,421
Illustrative data
AI Agents
6,821 searches
B2B Pricing
4,213 searches
Retention Strategy
2,917 searches
Discovery Intelligence
Know what users search for — and cannot find.
Every search is a demand signal from someone who already wanted to stay.
Turn failed searches into content strategy.
Use cases
Learning first. Same architecture everywhere.
Learning
EdTech, course platforms and corporate training: find the exact lesson, explanation or moment each learner needs.
Built for platforms where discovery matters.
Developer-first
Built to disappear into your stack.
When it’s time to integrate, it’s a handful of endpoints and a typed SDK. Your frontend stays exactly as it is.
import { Domico } from "@domico/sdk";
const domico = new Domico({
apiKey: process.env.DOMICO_API_KEY
});
const results = await domico.search({
query: "how does CAC change with churn?",
userId: "user_123"
});Your catalog already has the answer.
Help users find it.
Don't Migrate. Connect.