
SpecialistThe AI workspace where teams and agents get work done together
Dotient records 0 monthly visits with 0% month-over-month growth and Paid pricing. Rool records 73,485 monthly visits with -15.8% growth and Freemium pricing.

Local-first semantic file search that finds your files by what they look like
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | dotient.com | rool.dev |
| Pricing Model | Paid | Freemium |
| Monthly Visits | 0 (0) | 73.49K (73,485) |
| MoM Traffic Delta | 0 (0%) | -13.75K (-15.8%) |
| Primary Market & Share | 🌐 Global (—) | 🇺🇸 United States (44.5%) |
| Direct Visits / mo | 0 | 38.09K |
| User Rating | 4.4 | 4.4 |
| Supported Platforms | Website | Website |

Local-first semantic file search that finds your files by what they look like
Describe a file by what it looks like and find it without relying on filenames, tags or folder structure.
Quantized vision and text models are downloaded locally, so indexing and search run without an internet connection and files stay on your device.
Browse your whole archive as a node graph where edges form from file similarity and clusters are detected automatically for labelling.
Group related assets into named collections to build mood boards, reference sets or task-oriented file dumps.
A private, EU-hosted AI machine with files, software and persistent memory
Every workspace runs on servers the company operates inside the European Union, with AI models self-hosted on the same infrastructure rather than forwarded to external providers.
The machine remembers prior work and conversation context, so follow-up tasks pick up where the last one ended instead of starting from a blank chat.
Store and work on documents, and run software inside the same machine, keeping results and context together rather than scattered across multiple apps.
Attach external tools and services to your machine via built-in connectors or self-configured MCP servers, so the stack you already use is reachable from inside Rool.

SpecialistThe AI workspace where teams and agents get work done together

SpecialistYour personal AI agent from Meta that actually gets things done

Free / Open-sourceA free, AI-powered academic search engine for 240M+ papers across every scientific field
Free / Open-sourceA free, AI-powered academic search engine for 240M+ papers across every scientific field
Free / Open-sourceLocal-first AI memory that makes your videos, audio and documents searchable
Free / Open-sourceLocal-first AI memory that makes your videos, audio and documents searchable

Free / Open-sourceAI reverse image search with face, place, and duplicate detection
Free / Open-sourceAI reverse image search with face, place, and duplicate detection

AI-enriched people profiles built from the public web, with sources you can verify
AI-enriched people profiles built from the public web, with sources you can verify

Free / Open-sourceReverse face search across the public web, with strong privacy guardrails
Free / Open-sourceReverse face search across the public web, with strong privacy guardrails

SpecialistYour files, notes and meetings in one drive — with an AI that knows all of it.
SpecialistYour files, notes and meetings in one drive — with an AI that knows all of it.

SpecialistOne AI-powered workspace for tasks, calendars, notes and meetings
SpecialistOne AI-powered workspace for tasks, calendars, notes and meetings

SpecialistThe deal-grade virtual data room, live in five minutes
All-in-one AI workspace that unifies projects, docs, search and agents
All-in-one AI workspace that unifies projects, docs, search and agents

SpecialistA shared AI workspace where agents research, create, and publish on schedule
SpecialistA shared AI workspace where agents research, create, and publish on schedule