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Liner

Started as a web highlighter in 2015, later added AI research search

4.2 Research
4.2 Very good 4.2

Bottom line: Liner is a strong research tool, best known for browser-based highlighting and annotation across general web content and PDFs. It has a free plan.

Broader scope than academic-only competitors, covers general web reading too Less specialized for formal academic citation workflows than research-specific tools
Reviewed by Challenging Voice Editorial · Updated Jul 2026 How we rate
PricingFrom $12/mo
Free planYes
CompanyLINER
PlatformsAndroid, Chrome Extension, iOS, Web
Best forResearch
Founded2015
Visits10
Last reviewedJul 2026
UpdatedJul 2026
Ask AI about Liner ChatGPT Claude Perplexity

Overview

LINER, founded in 2015 in South Korea, predates most tools in this category by several years and began as a browser-based highlighting and annotation tool for any web page or PDF, not an academic-specific product, before layering AI-powered search and question-answering on top of that annotation foundation more recently.

That highlighter-first origin still shows in the product: annotations and highlights sync across a user's own browsing and reading, general web content included, rather than being scoped only to uploaded academic PDFs the way several younger competitors in this category are. The AI search layer then answers questions grounded in a user's own saved highlights alongside broader search.

A free tier covers standard use, and paid plans start around $12 a month for more features. For someone who wants highlighting and annotation across general web reading, not only academic PDFs, with AI search layered on top of their own saved material, LINER's broader scope and longer operating history address a different need than the academic-only tools surrounding it in this category.

Key features

Screenshots & demo

Liner screenshot 1

Pricing

Liner has a free plan, and paid plans start at $12/mo.

  • Pricing modelFreemium
  • Starting priceFrom $12/mo
  • Free planYes
Visit Liner

Pricing is provided as a guide. Check the official site for the latest plans.

Pros & cons

Pros

  • Broader scope than academic-only competitors, covers general web reading too
  • Long operating history refining the annotation experience specifically
  • Free tier available for standard use
  • AI search grounded in a user's own saved material, not just generic web results

Cons

  • Less specialized for formal academic citation workflows than research-specific tools
  • More features require a paid plan
  • Highlighter-first design may feel less structured than a dedicated research platform

How it compares

ToolRatingFreeFromBest known for
Liner (this tool)4.2Yes$12/moBrowser-based highlighting and annotation across general web content and PDFs
Semantic Scholar4.6YesFreeFree academic search and citation index covering 200+ million papers
ResearchRabbit4.6YesFreeContinuously updating recommendations based on a growing paper collection
Connected Papers4.5Yes$5/moVisual graph of papers connected by shared citations

Our verdict

4.2 / 5 4.2

Liner is a strong research tool, best known for browser-based highlighting and annotation across general web content and PDFs. It offers a free plan, with paid upgrades from $12/mo.

What makes it different: Liner stands out for browser-based highlighting and annotation across general web content and PDFs.

How we score it
Overall 4.2
Value for money 4.7
Feature depth 4.9
Popularity 3.7
Best for ProfessionalsTeamsCreatorsCurious learners

Frequently asked questions

What is Liner?
Liner is a research tool listed in the Challenging Voice directory. Started as a web highlighter in 2015, later added AI research search.
Is Liner free?
Yes, Liner offers a free plan. Paid plans unlock more features and higher usage limits, starting at $12/month.
How much does Liner cost?
Liner starts at $12 per month. See the pricing plans above for full details.
What are the best Liner alternatives?
Popular alternatives to Liner include Listen Labs, Zendy, and Claude Science. Browse them all in the Research category.
Is Liner any good?
Liner scores 4.2 out of 5 based on our editorial review.

Reviews

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