LINER

Overview​

LINER is an AI search and research assistant that summarizes web pages, answers questions with sources and helps organize highlighted information. It is useful for fast discovery and study, but citations can be incomplete, summaries can miss nuance and important claims still need verification against original sources.

Best for​

Students, researchers and knowledge workers who want cited AI answers, webpage summaries, highlights and organized reading workflows

Pricing and availability​

LINER provides a free tier and paid subscriptions that increase access to premium models, searches, file analysis and advanced research features. Limits vary by plan and platform.

Platforms and integrations​

Available through: web, ios, android, browser ext.

LINER is available on web and mobile with browser extensions for highlighting and summarizing pages. It connects research, saved highlights, file analysis and cited AI answers without a general public API.

Privacy and security​

Queries, uploaded files, highlights and browsing context may be processed in the cloud. Users should avoid confidential material and verify retention, account controls and source permissions before professional use.

Key strengths​

• Cited AI answers connected to web sources
• Browser highlighting and page summarization
• Cross-device research and reading workflow

Key limitations​

• Citations and summaries still require source-level verification
• Premium models and research usage are plan-limited
• No broadly documented public developer API

Editorial note​

CoinBotLab independently maintains this record using current provider documentation and independent sources. Features, pricing, availability and policies can change.