
Unifies documents, databases, and project management with built-in AI, but lacks Fabric's native cloud drive file indexing.
Fabric records 168,987 monthly visits with +2.7% month-over-month growth and Freemium pricing. Liminary records 12,246 monthly visits with -30.4% growth and Freemium pricing.

An AI memory layer that resurfaces your research when it matters
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | fabric.so | liminary.io |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 168.99K (168,987) | 12.25K (12,246) |
| MoM Traffic Delta | +4.38K (+2.7%) | -5.34K (-30.4%) |
| Primary Market & Share | 🇺🇸 United States (26.6%) | 🇺🇸 United States (59.1%) |
| Direct Visits / mo | 70.73K | 4.87K |
| User Rating | 4.2 | 4.1 |
| Supported Platforms | Website | Website |

Your files, notes and meetings in one drive — with an AI that knows all of it.
Everything you save lands in linked spaces and a visual canvas, so related files, notes and tasks sit together without manual folder filing.
Ask questions in plain language and Fabric's AI finds the right file, note or image, whether you remember its name, its colour or just the mood.
Named AI agents can draft replies, move tickets, update roadmaps and build moodboards using the context already stored in your workspace.
Fabric mounts as a drive on desktop, streams files instantly, works offline, and keeps your library on web, mobile and desktop.

An AI memory layer that resurfaces your research when it matters
Capture web pages, PDFs, videos, reports and LLM chats while you browse, then annotate them with your own notes and context.
Instead of waiting for a search, Liminary surfaces the relevant saved material while you write and inside meetings.
A meeting companion that pulls in the right information at the right moment, then saves the summary, full transcript and your notes for later recall.
Every answer points back to where it came from, internal or external, so you can verify claims rather than trust a black box.

Unifies documents, databases, and project management with built-in AI, but lacks Fabric's native cloud drive file indexing.

Share and access study materials worldwide — with AI study tools built in
Share and access study materials worldwide — with AI study tools built in

AI research platform for reading, understanding and writing scientific papers
AI research platform for reading, understanding and writing scientific papers
SpecialistExcels specifically at automated meeting recording and transcription, unlike Fabric's broader document and file workspace.
SpecialistExcels specifically at automated meeting recording and transcription, unlike Fabric's broader document and file workspace.

A proactive AI reading lens for papers, videos, and web pages
A proactive AI reading lens for papers, videos, and web pages
Provides an elegant cross-platform document workspace with AI writing assistants, but less focus on unifying external cloud files.
Provides an elegant cross-platform document workspace with AI writing assistants, but less focus on unifying external cloud files.

Translate, summarize, and understand documents in 154 languages without losing the layout
Translate, summarize, and understand documents in 154 languages without losing the layout

Organizes notes into interconnected typed objects for knowledge management, trading off Fabric's broad cloud file storage.
Organizes notes into interconnected typed objects for knowledge management, trading off Fabric's broad cloud file storage.

Turn research papers and articles into interactive summary flashcards
Turn research papers and articles into interactive summary flashcards

Captures and organizes notes, tasks, and emails with an AI personal assistant, though with fewer native file storage features.
Captures and organizes notes, tasks, and emails with an AI personal assistant, though with fewer native file storage features.

Indexes local files, meetings, and emails into a private AI workspace, prioritizing local-first privacy over cloud-driven search.
Indexes local files, meetings, and emails into a private AI workspace, prioritizing local-first privacy over cloud-driven search.

Unifies tasks, notes, and calendars with embedded AI agents, though less focused on raw cloud drive storage.
Unifies tasks, notes, and calendars with embedded AI agents, though less focused on raw cloud drive storage.