Ensure AI Agents Put You on Their Shortlist.
$15 trillion
Gartner projects 90% of B2B buying will be intermediated by AI agents by 2028. If your information isn't machine-readable, AI agents place someone else on the shortlist.
The Verified Source of Truth for Machine Customers
Machines - such as, software agents, machines, bots - now decide who to surface on your buyer's shortlist before a human ever reads your website. Decision Insights gives AI agents the structured, verified data feed they require to evaluate your capabilities accurately.
How to Access the Registry
For Developers
For Agent Developers & IT
Stop relying on noisy, unverified web scrapes. Query structured, source-verified vendor signals through our Knowledge Graph via MCP, REST, or CLI.
For Vendors
For Technology Companies
AI agents build answers about your product from raw web scrapes. Claim your listing to publish verified releases, telemetry, and specs directly to the registry.
Check Your Company's Registry Record
Search any vendor domain to inspect the exact structured data AI agents receive when evaluating you.
Why Self-Published Feeds Don't Work for AI Agents
AI agents require independent, multi-dimensional registry context - not unverified self-claims - to generate trusted recommendations and inline citations.
Agents don't just ask ‘What do you do?’ They ask ‘Where do you fit, who do you compete with, and can I trust this schema enough to cite it to an enterprise buyer?’ Decision Insights provides the verified context DIY feeds cannot build alone.
Isolated Self-Claims
A standalone /llms.txt or company RSS feed provides single-party data. LLMs treat this as unverified marketing copy, granting it low authority weight during inference and shortlisting.
Ecosystem Verification
To produce verifiable citations without hallucinating, agents require multi-dimensional context—mapping your product against industry taxonomy, competitor baselines, persona telemetry, and open-source dependencies.
Machine Readable Context
We standardize your signals into verified JSON-LD payloads and ingest them directly into MCP, CLI, and API clients, delivering the cross-entity graph agents need to confidently recommend and cite your solution.
B2B Technology Sectors
We structure and verify vendor data across high-impact technology categories:
AI Infrastructure
Compute, storage, routing, and model infrastructure.
Cybersecurity
Threat detection, Zero Trust, SASE, Identity, and response.
Data Centers
Colocation, edge facilities, power, and physical hosting
Network Operators
Telecom, connectivity, carriers, and ISPs
Don't Let AI Agents Pass You Over
Add verified data - such as, press releases, blogs, transcripts and company, product, and technical capabilities directly to the Machine Customer Registry from your website.