Liner

https://liner.com/ai

Seoul-founded Liner — started as web-highlighter (2015), pivoted to AI research assistant 2023. $40M Series B Jul-2023 ($350M val; Salesforce Ventures + DSC Investment + Beenext). 10M+ users.

At a glance

Type
Personal AI research assistant (highlight + research)
Tier
T3
Created
2015 (founded); AI 2023
Latest release
not applicable — wrong section
License
not applicable — not OSS
GitHub
not applicable — no GitHub repo
Pricing
not applicable — wrong section
Funding
$40M Series B Jul-2023 ($350M val; Salesforce Ventures)

Taxonomy

storage
none-trivial
retrieval
none
persistence
session-only
update
agent-controlled
unit
turn
governance
opaque
conflict
out-of-scope

When to use

Optimised for: consumer AI research assistant + web highlight

Anti-fit: not applicable — wrong section

Pros & cons

Pros

Asia-Pacific consumer focus; 10M+ users; Salesforce Ventures-backed.

Cons

Less brand in US/EU; consumer-tier AI agent vs enterprise.

Claims & capabilities

$40M Series B Jul-2023 ($350M val; Salesforce Ventures + DSC + Beenext); 10M+ users

Technical surface

API surface
not applicable — wrong section
Backend storage
not applicable — wrong section
Deployment
not applicable — wrong section
Embedding model
not applicable — not a memory product
Multi-tenancy
not applicable — wrong section
MCP
not applicable — wrong section
A2A
not applicable — wrong section
OpenTelemetry
not applicable — wrong section

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Row last verified 2026-05-14. Catalog data is CC-BY-4.0 — see how to read this.