tlooto vs Liner

Looking for a Liner alternative?Meet tlooto

Built around research questions rather than everyday search, from a sourced answer to a manuscript and a journal to submit to.

WHICH FITS

Which work does each one fit?

Both help with research through answers that cite their sources. The difference is whether you want one AI for many kinds of work or one built for academic research.

When Liner fits best

Using many AI agents under one subscription, from everyday search to papers and work writing

  • AI search with a choice of 300+ AI models
  • Agents for each research step, such as hypotheses and citation recommendations
  • Drafting reports and emails with Liner Write
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When tlooto fits best

Work built around academic research, carried from a research question through to a manuscript and submission

  • Answers synthesized by theme for your research question
  • Evidence from 500M+ academic sources and the web
  • Draft your manuscript in Research Editor
  • Find where to submit with Journal Finder

COMPARISON

tlooto vs Liner

tlooto vs Liner
FeaturetlootoRecommendedLiner
Built forSourced answers to research questionsAI agents for search, scholarship and writing
Search coverage500M+ academic sources plus the web480M+ papers
Checking sourcesEvery answer linked to its papersCitation checks in answers and a citation recommender
WritingDraft in Research EditorLiner Write and literature review drafts
Start freeAsk without signing upFree plan (limited credits, with ads)
Paid plans (monthly)Smart $9.9 · Scholar $19.9Pro $17.99 · Max $35.99

* Based on each service's official website as of October 2026. Features and pricing may change.

IN DETAIL

The differences in detail

01

An all-purpose AI vs one built for research

Liner started as AI search with cited answers and has grown into academic research and writing with Liner Scholar and Liner Write. With a choice of more than 300 AI models, it suits handling everyday search, work documents and papers under one subscription. tlooto was built for academic research from the start and focuses on one flow: from a research question to an answer linked to its sources, a manuscript and a journal to submit to.

02

Step-by-step agents vs one synthesized answer

Liner Scholar offers agents for each research step, such as generating and evaluating hypotheses, recommending citations, drafting literature reviews, designing surveys and peer review before submission. That helps when you know which step you need. tlooto divides your question into themes and works out why findings are mixed, condition by condition, in one answer linked to the papers behind it.

03

Search coverage and languages

Liner Scholar draws its sources from more than 480 million papers. tlooto searches more than 500 million academic sources along with information on the web. Both work in Korean as well as English, and tlooto lets you ask and read answers in 8 languages, so you can review the international literature in a language you are comfortable with.

04

Pricing and free use

As of October 2026, Liner's paid plans start at $17.99 a month for Pro ($14.99 a month billed annually), and tlooto's start at $9.9 a month for Smart. Liner's free plan has limited credits and shows ads in answers. tlooto lets you ask a question before signing up, so you can check the answer and its sources on a question from your own field before you pay.

SCENARIOS

Step by step, how they differ

The two services help at the same research step in different ways. Pick the one that fits your work.

  1. 01Choosing a research topic

    “I want to find a topic in remote work research that has not been covered much”

    Liner

    Strong at shaping an idea into a research hypothesis with its hypothesis generation and evaluation agents.

    tlooto

    Sets out what prior research has established and where findings diverge, with the papers behind each point, to help you find a research gap.

  2. 02Synthesizing prior research

    “I want to know why studies on remote work reach different conclusions”

    Liner

    Drafts a literature review quickly once you enter a topic.

    tlooto

    Synthesizes prior research by theme and explains why findings are mixed, condition by condition, with the papers behind each point.

  3. 03Preparing a manuscript

    “I need references for my draft and a journal to submit it to”

    Liner

    Finds references that fit the sentences in your draft with its citation recommender, and gives feedback before submission with its peer review agent.

    tlooto

    Write with the papers you found beside you in Research Editor, format the references in APA, MLA or another style, then choose where to submit with Journal Finder.

EXAMPLE

A real question, answered by tlooto

A real answer setting out where prior research agrees and where it diverges, with each claim linked by number to the papers behind it so you can check the source right away.

Question

Summarize prior research on how remote work affects employee productivity and job satisfaction, and explain why the findings are mixed.

Answer summary

  1. 1Synthesizes the evidence as no single, uniform effect: modest average gains in satisfaction and perceived performance that depend on intensity, voluntariness and support. 1
  2. 2Cites a randomized trial of 1,612 employees in which two days a week at home raised satisfaction and cut quit rates by a third with no loss in performance. 3
  3. 3Shows an inverted-U relationship between how much people telecommute and their satisfaction, shaped by task interdependence and job discretion. 7
  4. 4Explains the mixed findings by the type and intensity of remote work, competing mechanisms, home and work settings, pandemic versus chosen remote work, and how outcomes are measured.

FEATURES

What you can do with tlooto

Start from one question and keep going, from checking evidence to drafting and submitting, in one place.

01

Find the papers and see the research landscape

Search the literature for your research question and summarize the main claims and findings.

  • Paper search
  • Research Q&A
  • Literature analysis

02

Check the evidence and cite it

Open the sources linked to each answer and build the references you need.

  • Accurate sources
  • In-text citations
  • Reference lists

03

From search to manuscript in one place

Draft and refine your manuscript in Research Editor with the evidence you found beside it.

  • One research workspace
  • Search while writing
  • Editing support

04

Find the right journal to submit to

Use Journal Finder to check a journal's scope, indexing and key metrics.

  • Journal search
  • Indexing
  • Journal metrics

BY THE NUMBERS

The evidence you need, at full breadth

One question searches more than 500 million academic sources, and you read the answer in your language.

  • 500M+

    Academic sources searched

    Papers, scholarly sources and web information across fields, used as the evidence for each answer.

  • 2M+

    Monthly active users

    Researchers and students around the world ask tlooto research questions every month.

  • 100+

    Universities and institutes

    Universities and research institutes have adopted tlooto as a research tool.

  • 8

    Languages supported

    Ask and read answers in 8 languages, including English, Korean, Japanese and Chinese.

HOW TO START

Coming from Liner? Start here

Bring the research question you were working on in Liner Scholar and compare in three steps.

  1. 01

    Ask the question you already have

    Ask the research question you would take to Liner, without signing up, in your own language.

  2. 02

    Check the papers behind the answer

    As you would in Liner, open each citation to check the original and its DOI, then export it in APA, MLA, ISO 690 and more.

  3. 03

    Carry on to your manuscript

    Carry the draft you would write in Liner Write into Research Editor with the evidence beside it, then choose a journal with Journal Finder.

FAQ

Frequently asked questions

What people ask when comparing Liner and tlooto.

How is tlooto different from Liner?

Liner covers everyday search, academic research and work writing with AI search, Liner Scholar and Liner Write. tlooto is built for academic research: it gives a sourced answer to your research question and carries that answer through writing and journal selection in one flow.

Is tlooto a good Liner alternative for a literature review?

For a narrative literature review, a related-work section or finding a research gap, yes. tlooto sets out where studies agree, where they diverge and why, with the papers behind each point. If you need a tool for a specific step, such as designing hypotheses or simulating surveys, Liner's research agents are built for that.

Can I ask in a language other than English?

Yes. You can ask in 8 languages, including Korean, Japanese and Chinese, and read answers built from the international literature, with the original papers shown.

Can I use tlooto for everyday search, like Liner?

tlooto is built for academic research. It draws on information from the web when answering research questions, but if your main use is everyday search or writing work emails and reports, Liner covers more kinds of work.

How does tlooto's pricing compare with Liner's?

As of October 2026, tlooto offers a free plan, Smart at $9.9 a month and Scholar at $19.9 a month, and Liner offers Pro at $17.99 a month and Max at $35.99 a month, with discounts for annual billing. Check each service's pricing page for current prices and what each plan includes.

Can tlooto help me choose a topic or a hypothesis?

Yes. Ask about a topic you are interested in and tlooto sets out what prior research has established and where findings diverge, with the papers behind each point, which helps you find what has not been covered yet. If you want a dedicated tool for turning an idea into a hypothesis statement, Liner's hypothesis generator is worth trying alongside it.

How much can I try for free?

tlooto lets you ask a research question and check the answer and its sources before signing up, and it has a free plan. Liner also has a free plan, with limited credits and ads in answers.

Are my questions used to train AI?

No. To protect user information, tlooto does not collect your questions or use them for training.

Compare with a question from your own field

Ask both services the same research question and see for yourself which answer is more useful for your research.