AIKnowPipe

About AIKnowPipe

What AIKnowPipe is, who built it, and why.
Apr 17, 2026

What AIKnowPipe Is

AIKnowPipe is a curated vertical knowledge layer that pipes industry-specific data and expertise directly into any MCP-compatible AI agent — Claude Code, Cursor, ChatGPT, Perplexity, or your own custom agent.

We're not a general web search (that's Exa or Tavily's game). We're not a scraper-as-a-service (that's Firecrawl). We're the curated, AI-native layer on top: one subscription, every vertical your AI needs to know.

Why This Exists

Your AI is smart. It knows Python. It knows React. It knows algorithms.

What it doesn't know: your SaaS pricing landscape, your AEO visibility in ChatGPT, the VAT rules for your German customers, or the launch playbook that actually worked last week on Product Hunt.

Nate built AIKnowPipe after the hundredth time he manually copy-pasted industry data into Claude just to get a decent answer. The fix turned out to be the same shape as the problem — a pipe.

How It Works

LayerWhat it does
MCP ServerYour agent calls our tools natively (search_saas, check_ai_visibility, get_compliance_rules)
Curated subfieldsIndie SaaS Intel, AEO/GEO Visibility, Global Founder Compliance, and more shipping monthly
Fresh dataEvery record timestamped, cited, and updated on a strict schedule
Transparent pricingFree → $9 → $29 → $99 → $299, one subscription unlocks all subfields

One install. One token. Your agent knows your vertical.

Who Built This

Nate is an independent builder who ships AI products alone. No big tech, no YC, no serial exits. Just someone who got tired of the workaround between "what my AI knows from training data" and "what my industry actually looks like today."

AIKnowPipe is shipped in public. Monthly MRR, customer count, LLM cost, and churn are published openly.

Who It's For

  • Solo founders shipping SaaS alone
  • Indie hackers replacing 10 open tabs with one MCP query
  • AI consultants who serve multiple clients with vertical depth
  • Small agency owners equipping their team with the same vertical knowledge

Who It's Not For

  • Enterprise buyers looking for SSO / SLA contracts (we're a lean subscription product, not a sales-driven vendor)
  • People who want a SaaS dashboard with charts (we ship as MCP Server first)
  • Teams needing legal or medical knowledge bases (we don't touch regulated verticals)

Contact

AIKnowPipe is operated by Aerorise Ltd. For support, billing, or press:

About AIKnowPipe