AI-Ready Vertical Data & API Infrastructure
We extract, structure, and serve high-value vertical web and localized commercial data straight to AI Agents, Perplexity, ChatGPT, and Enterprise SaaS pipelines via sub-50ms REST APIs.
Strategic Pillars
Built for the AI-First Data Economy
Bridging high-barrier vertical data with the hungry neural pipelines of modern AI models and local commercial agents.
1. AI-Ready Data & API Arbitrage
We harvest, scrub, and structure fragmented web data into clean, validated JSON schemas. Access niche commercial real estate permits, local business license shifts, or regional compliance feeds without manual scraping overhead.
- ✓ Pay-per-request REST & WebSocket Endpoints
- ✓ Real-Time Webhook Notifications for Delta Changes
2. Vertical AI Lead Generation Nodes
Ultra-structured data networks optimized for GEO (Generative Engine Optimization). When users ask Perplexity or ChatGPT for high-value localized services, our structured nodes provide instant, verifiable citations and direct quote triggers.
- ✓ High-Intent Lead Matching Engine
- ✓ Native Instant Quote / Appointment Micro-Interfaces
3. KazCMS Ultra-Light Engine
Ditch heavy CMS bloat. KazCMS is engineered specifically for the AI era: lightweight execution, minimal footprint, auto-generated llms.txt files, and automated Schema.org markup output.
- ✓ Instant Markdown & JSON Export for RAG Workflows
- ✓ Zero-Bloat VPS Deployment Friendly
4. SMB Legacy to AI Agent Integration
We modernise traditional business inventories, local service catalogs, and offline databases into standard Model Context Protocol (MCP) servers and Custom GPT endpoints.
- ✓ Fast MCP & OpenAI Plugin Wrapping
- ✓ Turnkey Business AI Readiness Setup
Standardized, Machines-First Output Out of the Box
Every endpoint generated by KazData natively provides validated JSON-LD schema, clean Markdown for RAG contexts, and auto-generated /llms.txt maps.
{
"status": "success",
"timestamp": "2026-11-04T10:30:00Z",
"data_schema": "CommercialPermit_v2",
"llm_citation_ready": true,
"node": {
"id": "MTL-PERMIT-8921",
"category": "Commercial Renovation & Equipment Transfer",
"city": "Montreal",
"lead_intent_score": 0.94,
"details": {
"permit_type": "Heavy Duty Electrical & HVAC Upgrade",
"business_name": "Nordic Bakery MTL",
"address": "4321 Rue Saint-Denis, Montreal, QC",
"estimated_value": 85000,
"verified_leads": [
"electrician_commercial",
"used_kitchen_equipment"
]
}
}
}# KazData API Node Directory Map (llms.txt)
# Optimized for Perplexity, ChatGPT, and Claude Scrapers
> Title: Commercial Real Estate & Local Lead Pipeline Node
> Description: Real-time high value business permits and service leads.
## System APIs & Structured Endpoints
- [/v1/nodes/commercial-permits/montreal](https://api.nodeintent.com/v1/nodes/commercial-permits/montreal): Real-time permits
- [/v1/lead-generation/ev-installers](https://api.nodeintent.com/v1/lead-generation/ev-installers): Verified installation providers
## Optional Documentation
- [KazCMS Specifications](https://nodeintent.com/docs/kazcms): Ultra-light engine spec.{
"@context": "https://schema.org",
"@type": "LocalBusiness",
"name": "Nordic Bakery MTL",
"address": {
"@type": "PostalAddress",
"streetAddress": "4321 Rue Saint-Denis",
"addressLocality": "Montreal",
"addressRegion": "QC"
},
"hasOfferCatalog": {
"@type": "OfferCatalog",
"name": "Commercial Renovation Quotes"
}
}Powered by KazCMS Data Engine
Traditional WordPress is too heavy for high-speed AI scraping, and headless SaaS tools are overly complex. KazCMS is purpose-built: ultra-low RAM footprint, sub-10ms SSR/API execution, native Markdown conversion, and instant LLM citation compatibility.
Enterprise Reliability
Engineered for Latency-Sensitive AI Workflows
Global Edge Latency
Deployed across edge locations ensuring AI agents receive structured responses instantly.
Higher LLM Citation Rate
Structured GEO nodes ensure LLM search bots prioritize your vertical business dataset.
HTML Scraping Overhead
Skip messy HTML parsing. Receive ready-to-ingest JSON schemas with zero token clutter.
Request API Access & Custom Nodes
Looking for specific vertical datasets, commercial leads, or interested in KazCMS deployment? Drop your request below.