Segment your audience
by what they actually mean
Give your team the power of a data engineer, without the code. Build visual pipelines that combine hard attributes (Plan, ARR) with semantic intent (Needs, Friction). If you can describe the segment, you can build it instantly.
Zero SQL. Zero engineering tickets. 100% Autonomy.
From unstructured chaos to structured, living profiles.
Not just filters. Living memory.
Traditional tools take a snapshot. Cipres builds a cumulative semantic history of every user, evolving your segments in real-time.
Evolving User Profiles
Every interaction updates the user's semantic profile. We track sentiment trends, topic affinities, and intent over time — creating a sticky, living history that gets smarter the more they use your product.
Semantic Signals
We automatically extract meaning from chaos. No manual tagging required.
Dynamic Segments
Users flow in and out of segments automatically as their profiles change.
Mix Hard & Soft Data
Combine rigid attributes (Plan, ARR, Country) with soft semantic signals (Frustration, Requests) in the same pipeline. It's the best of both worlds.
Actions
When users match a segment, trigger webhooks to your existing tools. Cipres handles the "who" and "when" — your stack handles the rest.
See the AI
in action
Type a segment description in plain English. Cipres understands the intent and sentiment behind every message.
Deploy this logic to production in seconds.
Understand every user,
not just segments.
Other tools tell you what users did. Cipres tells you what they mean — and how that evolves over time.
Stop waiting for data teams
Traditional segmentation is slow and limited to structured data. Cipres gives marketing teams full autonomy to build complex segments.
Traditional workflow
- 1 Marketing defines what they need
- 2 Files a ticket to data / engineering
- 3 Data team writes complex SQL queries
- 4 Back and forth until it's right
- 5 Repeat for every minor change
"Slow, dependent, and limited to structured data."
With Cipres
- 1 Marketing builds pipelines visually
- 2 Combines attributes and semantic signals
- 3 Tests with sample data instantly
- 4 Publishes versioned releases
- 5 Engineering just sends data via API
"Autonomous, visual, and works with any text data."
Three steps to frictionless segmentation
From sample data to live segments — your team controls the entire flow.
Connect your data
in minutes, not weeks.
Cipres is API-first. Your engineering team can connect any data source in minutes, while marketing builds the logic independently.
curl -X POST https://cipres.tech/api/v1/users \
-H "Content-Type: application/json" \
-H "X-API-Key: sk_a1b2c3d4..." \
-d '{
"project_id": 1,
"users": [{
"user_id": "user_123",
"text": "The checkout is so slow!",
"attributes": {"plan": "pro"}
}]
}'
# User automatically matches "Frustrated Users" segment
# Webhook fires to your endpointConnect everything
Ingest data from any source. Activate segments wherever your team works.
Built for teams who care
about their customers
Growth Teams
Problem
"We need to find high-intent leads who are currently on the free plan."
Solution
Segment users asking about "API security" or "Enterprise SSO" and alert sales.
Product Managers
Problem
"I don't know which feature to build next to satisfy my most valuable users."
Solution
Map semantic feature requests to ARR and prioritize based on real demand.
Customer Success
Problem
"Enterprise clients are starting to compare us with competitors."
Solution
Detect "competitor mentions" in enterprise support tickets and trigger CS alerts.
Own your segmentation
Build, iterate, and activate — without waiting on engineering or data.