Liner Write
Cursor for professional writing
470 followers
Cursor for professional writing
470 followers
Liner Write is a Cursor-style writing agent for professional documents. Co-write business plans, proposals, reports, and more with an AI backed by the world's most accurate search (Liner Deep Research, 95%+ on SimpleQA). World-class output. Near-zero hallucinations.
Free
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@krupali_trivedi Hi, we've been working on writing since we've launched Liner Scholar ( scholar.liner.com ) and helped researcher's academic research. There were many cases where we had to manage a very long context, various types of writing(thesis, evaluation, entire paper, peer review, ...) and we've built bunch of internal tools and internal agents to handle those.
We're using the same tech for Liner Write and that's why it's very strong in logical thinking and logical writing.
The Cursor analogy is apt but I'm curious how it translates to writing in practice. With Cursor, the interaction model is clear: tab-complete, inline diff, accept/reject. For code that works because changes are structural and self-contained.
Professional writing is messier. If I'm halfway through a 10-page proposal and I ask the agent to "make the competitive analysis more specific," how does it handle that? Does it rewrite the section in place with a diff view? Suggest edits inline? Or regenerate and let me compare?
The 95% SimpleQA accuracy is impressive for factual grounding, but the co-writing UX is what would keep me using it over just prompting Claude and pasting into Google Docs. Would love to hear more about how the agent interaction actually feels mid-document.
@leonardkim I'm curious about this as well. I tried it once asking to refine messaging an existing document but it still created a new one, I didn't see the option to have in-line edits/suggestions or have a comparison.
I do like the UI better than gemini in google docs!
@megan_bowers1 Thanks Megan, we'll try to make Liner Write be more easy to use, and the agent at the back-end smarter to cover the workflow you've mentioned as well!
For now, if you'd like to experience in-line suggestions, you can drag the sentence on the document, and add to chat to get suggestions. Please give it a try!
@jinukim21 oh cool, I'll try that!
@leonardkim great question.
As you can see at the demo video 00:15 (a link here! https://youtu.be/dvbPqJt1FYk?si=Rai2OR-urG9V9oE8&t=15 ), Liner Write will provide you the section with a diff view, suggest edits in-line, and also you can accept it or discard it.
I personally had a very hard time working with bunch of AI writing tools where what I want to fix is this sentence or this paragraph and the AI is just refreshing the whole content and only paraphrasing a bit. It was very annoying.
So we've built this editor + in-line edit suggestion UX.
Please try it out and let us know your experience!
Does it work for copywriting? Blog-post, for example?
@michael_vavilov Liner Write strives in logical writing. So you can use Liner Write for blog-post, newsletters, sales proposal, resume, developer docs, and so on.
Copywriting will be more of a creative work. We'll try to cover that later but for now, it's very powerful in logical writing!
Cool product, Jinu.
Curious: Does it work cross-device?
I use different devices (phone, laptop, tablet), so it would be cool if my context followed where I went.
@sayemfaruk Thanks for the great question. Liner Write currently covers laptop/tablet web. Since it's based on Liner account, the context will follow among different devices, but we'll have to work on a mobile experience to make it more seamless.
Please try Liner Write on laptop/tablet web and give us a feedback! Really appreciate it!
The "documents are the new source of truth" framing really clicked for me — I've been thinking about this a lot in the context of writing vendor proposals and internal strategy docs, where a single hallucinated stat can quietly tank credibility. Curious how Liner Write handles source attribution inline — like, can you actually trace a claim back to where it came from without breaking your writing flow? That transparency layer feels like it could be the thing that makes this trustworthy enough for high-stakes professional use.
@wcrtr making every AI-generated line transparent is literally the mission of Liner.
Liner's original product is Liner AI Search(https://app.liner.com) and you can experience just that.
With Liner Write, we've designed the product to be more focused on co-writing experience with AI, so line-by-line citations are not provided by default.
But still, if you drag a sentence on the editor, we provide a 'add citation' feature where you can search for back-up citations. This one does still need improvement though 😅. We're working on it.
In the meanwhile, would love to hear your experience on Liner Write AI drafting and co-writing :)
Thanks!
Any feedback on Liner Write would be greatly appreciated ❤️.
Really like the “assistant in the room vs shouting through a wall” framing.
The context-switching pain is real especially when you're trying to stay in flow. The Cursor-style integration inside the document makes a lot of sense for professional writing workflows.
Also, interesting angle on documents becoming the new source of truth for agents. That shift feels bigger than people realize.
Curious are you seeing more demand from founders, consultants, or enterprise teams so far?