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QFLOO AIQFLOO AI, Quantified Flow of Opportunities
AI Agents · MCP

Competitive intelligence for the AI-native era.

QFLOO ships with an MCP server, a semantic chat, and a Slack agent. Your AI tools — Claude Desktop, Cursor, Slack, anything that speaks MCP — query the canonical company graph directly. No glue code.

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Ask QFLOO

Ask anything. Every answer cites the page it came from.

Semantic search across every public surface we've scraped — pricing, changelogs, case studies, blog posts. Beta on Growth and above.

  • Q&A over competitor pricing, positioning, customers, hiring
  • Always-cited — every claim links to a source URL + timestamp
  • Multi-turn: follow up without losing context
  • Available in-app, in Slack (/qfloo), and via REST API
Ask QFLOO
Online
~/qfloo
$ pip install qfloo-mcp
$ qfloo-mcp serve --token $QFLOO_API_KEY

# Add to ~/.claude/mcp.json
{
  "mcpServers": {
    "qfloo": {
      "command": "qfloo-mcp",
      "args": ["serve"]
    }
  }
}

# Now ask Claude or Cursor:
→ "Compare our changelog velocity to Linear and Height last quarter."
MCP Server

Drop QFLOO into Claude Desktop, Cursor, or any MCP client.

One command. Your AI tools query the canonical company graph as if it were local context.

Claude Desktop
ChatGPT + GPTs
Perplexity
Slack agent
Cursor
Any MCP client

MCP access available on Pro and above. See pricing.

Slack agent

Competitive intel lands in the channel you already check.

Alerts route to #competitors. /qfloo to ask anything. @qfloo to drop a battlecard into the thread.

  • /qfloo pricing changes for Linear this quarter
  • @qfloo summarize their last 5 changelog entries
  • Auto-routed alerts on price change, layoffs, M&A, status incidents
#competitors
qfloo workspace
Online
QFLOO2:14 PM
Pricing change · linear.app

Standard tier moved from $8 → $10/user/month. Plus tier introduced at $14.

amelia2:15 PM

/qfloowhat's the pricing gap vs us now?

QFLOO2:15 PM
You: $12/user · Standard. Linear new Plus tier ($14) lands between you and Business ($21). Recommended move: bundle automation features into your existing tier — they did this in 2 weeks, we have the same on the roadmap. Open battlecard ›

Ready when you are

See what changed. Know what to ship next.

Competitors move every week. QFLOO keeps a cited picture of the landscape next to your roadmap—so product and GTM stop recycling half-remembered stories.

  • Every insight tied to a public URL you can audit
  • Gaps ranked so roadmap reviews end with owners
  • Workspace live in minutes — 7-day trial, no card
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