Liner review — AI research assistant & web highlighter

last reviewed 24 march 2026
how we review

We start with direct ratings from our readers, then look at what real users are saying in practitioner forums and community spaces. We pair that with search demand data and profession-level persona analysis.

full methodology →

Editorial note: this was originally published in april of 2025

quick take

  • Best for: students and researchers organising sources across web, PDFs, and YouTube
  • Skip if: you just want AI search with no extras and don't need a highlighting workflow
  • £Best value: Pro at $14.99/month billed annually, or free tier to test the highlighting tools first
½3.5/ 5 — editorial rating

based on real user feedback, community sentiment, pricing value, and fit for target audience. see our full methodology

used Liner? we'd love to know your thoughts

reader ratings shape our score

Liner is an AI-powered search engine and research assistant that helps users find, organize, and analyze information. It uses GPT-4o, Claude 3, and other AI models to deliver search results, instant answers, and research insights with references.

The core features include web highlighting, content management tools, and AI-driven search. Users can highlight text across websites, YouTube videos, and images while organizing findings with custom tags and labels. The tool also analyzes PDFs, PowerPoints, and Word documents, with AI summarization that condenses lengthy texts.

Students, researchers, and professionals can access Liner through browser extensions for Chrome, Safari, Opera, Edge, and Whale, or mobile apps on iOS and Android. The platform supports content export to productivity tools like Evernote. It also includes a Word Assistant for improving writing tone and grammar, an Image Reader for analyzing images, and code generation features.

A free plan offers basic functionality with limited AI calls and highlighting capabilities. Paid subscriptions unlock unlimited AI agent calls, access to all AI models including GPT-4o and Claude 3, and an AI image generator. New users might need some time to learn all its features.

how popular is Liner?

monthly search interest

22.2k/mo now

066k132k200k2023202420252026
peak interest110k/moApr 2025
searches now22k/moFeb 2026
1-month change45%vs prev month

Liner sat in a stable 14,000-22,000 monthly search range for nearly two years, then exploded to 110,000 searches in April 2025 before dropping back to current levels within months. That's a classic AI hype spike: the product caught a wave, likely from coverage comparing it to Perplexity and ChatGPT, and is now settling back toward its real organic audience. The current 22,000 figure is close to where it was before the spike, which suggests the tool has a genuine but modest core user base rather than lasting mainstream traction.

who is Liner for?

Whether Liner clicks for you depends almost entirely on how you actually do research. Pick your role below to see the honest breakdown.

what users are saying

If you just want AI search without the research toolkit, Perplexity's free tier covers most of that ground without a subscription commitment.

Community discussion about Liner is sparse enough that there's no strong consensus to report from forums or review threads. What the tool's own positioning makes clear is that it's pitching itself against Perplexity and ChatGPT on research accuracy, citing OpenAI's SimpleQA benchmarks to back that claim. That's a specific, testable differentiator rather than vague marketing copy, which is worth noting. The free tier is genuinely usable for light research: 25 Copilot chats per day and unlimited web highlighting are more than most competitors offer at zero cost. The friction shows up at the paid tier, where $14.99 a month (billed annually) gets you Deep Research and unlimited file uploads, but caps Deep Research at 25 runs per month on the Pro plan. Heavy users hit that ceiling fast.

Our take: Liner's case rests on two things: a web highlighter that actually works across YouTube and PDFs, and AI search that claims better sourcing than Perplexity. The second claim is plausible but unverified by independent community testing we could find. If you're a student or researcher who spends serious time collecting sources, the Pro plan at $14.99/month is defensible. If you just want AI search without the research toolkit, Perplexity's free tier covers most of that ground without a subscription commitment. Don't pay for Liner Max at $29.99/month unless you're doing daily heavy-volume research and need unlimited file uploads.

features

  • Smart Content Highlighting: Mark and tag information from web pages, YouTube videos, and images with customizable colors and themes.
  • Multi-Format File Processing: Analyze PDF, PPT, and DOCX files with the PDF Assistant and AI Summarizer, extracting key information and generating summaries to condense lengthy documents.
  • Image Text Extraction: Extract text and information directly from images with the Image Reader feature.
  • Multi-Device Accessibility: Access your research across browser extensions for Chrome, Safari, Opera, Edge, and Whale, plus iOS and Android mobile apps, with content export to tools like Evernote.
  • Team Collaboration Tools: Share highlights, annotations, and research findings with colleagues, with custom team pricing for organizations.
  • AI Writing and Coding Help: Get help with email drafting, code generation, and writing improvements through the Word Assistant that enhances tone and grammar, plus AI agents tailored to your needs.

pricing

  • Basic Plan is free with limited features including 1 AI model access, 1 AI agent, 25 Copilot Chat per day, 5 Liner AI on Google per day, 25 PDF Copilot per day, unlimited web/YouTube/image highlights, 6 highlight colors, 8 highlight color themes, and unlimited highlight comments.
  • Essential Plan is $19.58 per month with all Basic AI agents, unlimited AI agent calls, unlimited Copilot Chat, unlimited Liner AI on Google, unlimited PDF Copilot, and unlimited highlights with all basic features.
  • Professional Plan is $27.08 per month with all AI model access including GPT-4o and Claude 3, all Pro agents, unlimited AI agent calls, 300 AI image generator images per day, unlimited Copilot Chat, unlimited Liner AI on Google, unlimited PDF Copilot, and unlimited highlights.
  • Team Plan is available with custom pricing for organizations needing collaboration features.

frequently asked questions

The free Basic plan is worth trying first: 25 Copilot chats a day and unlimited highlighting is a genuinely useful starting point. The Pro plan at $14.99/month (billed annually) makes sense if you regularly process PDFs, need Deep Research, and want citations without ads. The Max plan at $29.99/month is hard to justify unless you're doing daily intensive research that burns through the 25 Deep Research limit on Pro.

Students writing literature reviews and academics collecting sources across multiple papers and web pages get the clearest return. Anyone who does heavy PDF analysis or needs to track where information came from will also find the highlighting and citation tools genuinely useful. Casual searchers who just want quick answers won't need to move past the free tier, if they stick around at all.

Deep Research is capped at 25 runs per month on the Pro plan, which runs out quickly if research is a daily activity. The Max plan removes that ceiling but nearly doubles the cost. There's also almost no independent community discussion about Liner's real-world accuracy, so the benchmark claims versus Perplexity and ChatGPT remain difficult to verify outside Liner's own marketing.

Perplexity's free tier handles most general AI search needs without any account setup friction, and its Pro plan at $20/month includes unlimited file uploads and a broader model selection. Choose Liner if the web highlighting tool, YouTube annotation, and research organisation features are central to your workflow. Choose Perplexity if you primarily want fast, cited AI search without the document management layer.

For early-stage research, yes: Deep Research produces structured reports with references that genuinely compress the time needed to survey a topic. For final-stage academic work where citation accuracy is high-stakes, you'd still want to verify every source manually. Liner helps you find and collect; it doesn't replace critical reading.

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