Enterprise software, discoverable by AI
Vendors publish structured product catalogs via MCP. Buyers query the entire network through any LLM. One protocol, every vendor, zero gatekeepers.
Buyers ask AI now. Your website waits in silence.
Enterprise software buyers complete most of their research through LLMs before they ever visit a vendor's website. But LLMs don't have access to structured product data. They guess, hallucinate, or default to whoever has the best SEO. Your features, your differentiators, your capabilities are invisible to the systems making the shortlist.
Vendor-deployed catalogs. Interlinked through MCP.
Each vendor runs their own CatalogMesh node. Together, they form a decentralized discovery network that any LLM can query.
Deploy Your Node
Open-source software. You own your data. Define your products, features, integrations, compliance certs, and pricing in a structured schema. Deploy as an MCP server on your infrastructure.
Join the Mesh
Your node registers with the decentralized discovery network. No central authority controls the data. Every node is interlinked, so queries against one endpoint can traverse the entire mesh.
Buyers Discover You
When a buyer asks their LLM to compare security platforms or find a cloud vendor with SOC 2 compliance, the LLM queries CatalogMesh and returns structured, vendor-verified data.
// "Compare endpoint security platforms with XDR and CNAPP capabilities"
{
"query": "endpoint_security",
"capabilities": ["xdr", "cnapp", "cloud_workload_protection"],
"results": [
{ "vendor": "Vendor A", "match": "98%", "verified": true },
{ "vendor": "Vendor B", "match": "91%", "verified": true },
{ "vendor": "Vendor C", "match": "84%", "verified": true }
],
"source": "catalogmesh://discovery/v1"
}
Browse published vendor catalogs
Real cybersecurity vendor data, structured for AI discovery. These catalogs are queryable right now via MCP.
Submit your product catalog
Get your product discoverable by every AI agent in the network. One API call, structured schema, instant visibility.
How to submit
/api/catalogs/submit{
"vendor_name": "Acme Security",
"product_name": "Acme Firewall Pro",
"description": "Next-gen firewall...",
"category": "Security",
"capabilities": [
"DDoS Protection",
"Zero Trust Access",
"SSL Inspection"
],
"pricing": {
"model": "per-seat",
"starting_price": "$12/user/mo"
},
"deployment_models": [
"saas", "on-premise", "hybrid"
]
}
The discovery layer the enterprise should have had from day one
Open source. Vendor-owned data. No middlemen between your product capabilities and the AI systems making billion-dollar purchasing decisions.