Use cases
Content planning
Plan, research, and draft in one workspace, with an AI that writes from your own saved research.

Content creation is really two jobs pretending to be one. There's the research: reading, saving references, collecting ideas, noting what's working in your space. And there's the production: planning what to write, drafting it, getting it out the door. Most people do the research in one set of tools and the production in another, and the gap between them is where good ideas go to die. You saved the perfect reference article last month, but by the time you're drafting, you've forgotten it exists. The insight from your notes doesn't make it into the post because you'd have to go find it first. Content gets weaker not because the thinking wasn't there, but because the thinking and the writing happen in different places.
This page is for content creators, marketers, and writers who want to plan, research, and draft in the same workspace, with an AI that draws on their saved material while they write.
The problem
Research and writing happen in different tools. You save articles and references in one app, plan your content calendar in another, and write drafts in a third. By the time you're writing, the research that should inform the piece is somewhere else, and the friction of finding it means you often don't bother.
Good ideas get lost between capture and creation. You read something interesting, note it down, and move on. Weeks later, when you're planning content, that idea has sunk into whatever app you saved it in. You can't search across your notes, bookmarks, and saved articles in one place, so the ideas that should feed your content pipeline sit unused.
The AI doesn't know your material. Generic AI tools can help you draft, but they work from their own training data, not from your research. They don't know the sources you've read, the angles you've explored, or the voice you're building. The output sounds generic because the input is generic.
What Fabric changes
Research and drafting live in the same workspace. Your saved articles, notes, references, images, and ideas are in the same place where you plan and write. When you're drafting, the research that should inform the piece is one search away, not buried in another tool.
Every idea you've ever saved is findable. Search across all your saved material by meaning, so the article you read last month, the note you jotted on your phone, and the reference you bookmarked all surface when they're relevant to what you're writing. Nothing you've captured goes to waste.
The AI writes from your research, not from nothing. The assistant knows your saved material. When you draft, it can pull in relevant sources, suggest angles based on your own research, or help develop a point you've already explored in your notes. The output is grounded in your actual thinking rather than generic internet content.
How it works
Search your research while you write. Fabric's AI search finds material across your library by meaning. Drafting a piece about a topic you've been collecting on? Search for it and pull the relevant sources, notes, and references into view alongside your draft.
An AI writing partner that knows your sources. The AI assistant works from your saved material. Ask it to summarise what you've collected on a topic, suggest an angle for a post, develop a point from your notes, or draft a section grounded in specific sources. It's not generating from scratch. It's drawing on what you've already gathered and thought about.
Plan visually on canvas. Use the canvas to plan your content calendar, map out themes, or lay out the structure of a series. Drag in notes and references to build each piece from your collected material.
Write in the same workspace. Draft in notes and docs with your research library searchable alongside. Link to sources as you write so the connection between your content and its supporting material stays intact.
Capture ideas and references as they come. Save articles with the web clipper, forward newsletters to your email-to-note address, record quick voice notes when an idea hits, or clip tweets and social posts. Everything feeds the same library that your content draws from.
Pull in material from other tools. Connect Readwise for your reading highlights, Google Drive for existing documents, or Notion for notes you've already taken elsewhere. Your content research doesn't have to start from scratch.
A content planning workflow in Fabric
Collect continuously. Save every article, idea, reference, and observation as you encounter it. Don't judge whether it's useful yet. The library grows in the background and becomes the raw material your content draws from.
Plan from what you have. When it's time to plan, search your library for themes you've been collecting on. The topics where you've accumulated the most material are often the ones where you have the most to say. Let the library inform the calendar.
Draft with your sources present. Write in Fabric with your research searchable alongside the draft. When you need a supporting example, a data point, or a reference, search for it rather than switching to another tool. Ask the assistant to surface relevant material or help develop a section.
Develop your voice over time. The more you write and save in Fabric, the more the assistant has to work with. Over time, it learns your angles, your sources, and your areas of depth. The drafting gets faster because the AI has a richer foundation to draw on.
Repurpose what you've written. Past drafts, published posts, and the research behind them are all searchable. When you need to repurpose content or revisit a topic, the original research and the earlier draft are both findable.
What compounds over time
Content planning in Fabric gets easier the longer you use it. Every article you save, every note you write, every reference you clip adds to the library the AI draws from. After six months of consistent capture, a prompt like "what do I have on [topic]" returns a rich collection of sources and your own thinking, so planning a new piece starts from a foundation rather than a blank page. Writers who maintain their research in Fabric find that the content calendar practically writes itself, because the topics where they've accumulated the most material are the ones where they have the strongest angles.
The AI's usefulness compounds too. Early on, it works from whatever you've saved so far. After months of feeding it your reading, your notes, and your drafts, its suggestions are grounded in your actual perspective and informed by your accumulated research.
Related use cases
For the ideation phase before content planning, see brainstorming and ideation. For building the personal knowledge library that feeds your content, see second brain and reading and learning. For research that informs specific pieces, see research projects. Fabric is built for content creators and marketers.
Get started
Start planning and drafting content from a workspace that knows everything you've read and saved. Try Fabric free.
FAQs
Can the AI draft content based on my own research?
Yes. The AI assistant works from your saved material. Ask it to draft a section, develop a point, or suggest an angle, and it draws from the articles, notes, and references you've collected rather than generating from generic training data.
Can I search my saved articles and notes while I'm writing?
Yes. Fabric's AI search finds material across your entire library by meaning, so you can search for a topic while drafting and pull relevant sources into view without leaving the workspace.
What types of content research can I save?
Articles, web pages, newsletters, tweets, social posts, images, PDFs, audio, video, bookmarks, screenshots, voice memos, and your own notes. If you can save it, it's searchable and available when you're drafting.
Can I plan a content calendar in Fabric?
Yes. Use the canvas to map out themes, plan a calendar, or lay out a content series visually. Drag in notes and references to build each planned piece from your collected material. For structured task tracking, use tasks and reminders to manage deadlines and publishing schedules.
Can I save newsletter emails directly to my content library?
Yes. Forward any newsletter or email to your email-to-note address and it arrives as a searchable item in your library.
Can I capture content ideas on my phone?
Yes. Use the mobile app to jot a note, record a voice note, screenshot a reference, or save a link. Everything syncs to your library and is available when you sit down to plan or write.
Can I import my existing notes and research from other tools?
Yes. Fabric connects to Readwise, Google Drive, Notion, Dropbox, and other sources. You don't have to start from scratch.
How is this different from using a separate research tool and writing tool?
The gap between tools is the problem. When research is in one app and writing is in another, the research doesn't make it into the writing. Fabric closes that gap by putting your sources, your notes, and your drafting surface in the same workspace, with an AI that can draw from all of it as you write.
Can I collaborate with a team on content planning?
Yes. Share a space with your team so everyone's research, drafts, and references are in one place. Use annotations for feedback on drafts and tasks to track the pipeline.
Can I publish content directly from Fabric?
Fabric lets you publish documents and collections with a shareable link, optionally with password protection and analytics. For publishing to external platforms (a blog, a CMS, social media), you'd export or copy the draft. Fabric is where the research and writing happen, and you take the finished piece to wherever it's published.
Does the AI get better at helping me the more I use it?
Yes. The more material you save, the more the assistant has to draw on. Over time, it has a richer picture of your research, your angles, and your areas of depth, so its suggestions and drafts become more relevant and more grounded in your actual thinking.
Can I clip social media posts and threads as content research?
Yes. Save tweets, threads, and social posts with the web clipper. They become searchable items in your library alongside everything else.
