Number 1: 
Geminus
Physics-based AI that optimizes complex industrial systems in real time
- AI DevOps
- United States
- DR 29 −1 (down) since last check
AI DevOps · United States
Brief
AI navigates your team from vision to impact at speed
- Community votes
- 0
- DR by Ahrefs
- 40 +1 (up) since last check
- Started
- 2024
Ahrefs Domain Rating benchmarked 6 Nov 2026, rebuilt 6 Nov 2026.
Brief connects AI coding tools to product decisions and team context, ensuring agents and teams stay aligned through product development.
What it is
Brief is a product context platform that aligns teams and AI agents from vision to impact. It captures product decisions automatically from existing tools like Slack, Notion, Linear, and GitHub, then makes that context available to engineers and AI agents through integrations with Cursor, Claude Code, Windsurf, and other MCP-compatible tools. The platform extracts why decisions were made, not just what was built, enabling teams to stay aligned and agents to build the right features without context gaps.
It consists of three components: a web app for viewing and searching your Product Graph, an MCP Server and CLI that navigates AI agents, and integrations that capture decisions as they happen across your toolchain. The platform addresses the core problem that AI agents can write thousands of lines of code but lack the business context to build the right things.
What it is built with
- Navigate AI agents to product context via MCP
- Capture and search product decisions automatically
- Integrate with Cursor, Claude Code, Windsurf, and CLI
- Connect to Slack, Notion, Linear, GitHub, and more
- Build your Product Graph from existing tools
- 95% decision compliance when agents access Brief
- 8/8 merge-ready tasks with Brief versus 2 of 8 without
- 68% cost reduction per merge-ready task
- Admin dashboard for team usage visibility
- SSO and security controls for Enterprise
Pricing
Pricing model: Freemium
Free: $0/month with 50 AI credits. Pro: $49/month per seat with 200 AI credits per seat (15% discount for annual: ~$42/month). Teams: $89/month per seat with 500 pooled AI credits and 5-seat minimum (15% discount for annual: ~$76/month). Enterprise: Custom pricing. Overage rates: $0.10/credit (Pro),
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Brief metrics
| Metric | Value |
|---|---|
| Domain Rating | 40 +1 (up) since last check |
| Trust Flow | 19 no change since last check |
| Citation Flow | 27 no change since last check |
| Referring domains | 228 no change since last check |
| External backlinks | 2,043 no change since last check |
Ahrefs Domain Rating benchmarked 6 Nov 2026, rebuilt 6 Nov 2026. Main build topic: Business/Financial Services (19). Majestic benchmarked 17 Oct 2026, rebuilt 17 Oct 2026. Link data built by Majestic. Trust Flow, Citation Flow and Topical Trust Flow are trademarks of Majestic-12 Ltd.
Brief domain build sheet
Open the build sheet
| Domain age | 1 year |
|---|---|
| Registered | |
| Expires | |
| Registrar | NameCheap, Inc. |
| DNSSEC | Not signed |
Brief after-launch build log
Since Brief launched on Maker Launches on 17 October 2026, these are the figures we have tracked.
- Domain Rating (Ahrefs)
- 40 no change since launch
- 40 at launch (17 Oct 2026), 40 on 6 Nov 2026
- Trust Flow (Majestic)
- 19
- First measured 17 Oct 2026
- Referring domains (Majestic)
- 228
- First measured 17 Oct 2026
Day 21 since launch. Next receipt: day 30, 16 Nov 2026. We show what changed, not what caused it: many things affect these numbers. Nothing here is estimated.
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Questions from the bench
- Is this another project management tool?
- No. Brief is a Navigator, not a task tracker. It captures product decisions from existing tools and makes them available to your team and AI agents so no one builds blind.
- How is Brief different from documentation?
- Brief navigates you to why decisions were made, including reasoning, tradeoffs, and customer context. Documentation tells you what exists, but Brief keeps your team aligned on the why.
- Do I need to change my workflow?
- No. Brief watches your existing tools and extracts decisions automatically. You keep working where you work.
- What AI assistants does Brief work with?
- Brief works with Cursor, Claude Code, Windsurf, any MCP-compatible assistant, or the Brief CLI. Your agents get navigated to the context they need.
- How long does it take to see value?
- Minutes. Connect your tools and Brief starts building your Product Graph immediately. Your team and agents can query decisions right away.
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