The Monetization Engine for Conversational AI
Deliver sub-35ms contextual recommendations inside LLM chat, copilots, and agents. Zero stream interruptions for developers. High-intent semantic targeting for advertisers.
Built for Developers & Built for Brands
Offset LLM Inference Costs in Under 3 Minutes
Execute out-of-band parallel vector auctions while your model streams responses. Zero added latency, customizable frosted acrylic cards, and transparent 70% revenue share.
import { MatrixAdsCard } from '@matrixads/react';
export function ChatComponent({ ad }) {
return (
<MatrixAdsCard
ad={ad}
theme="dark"
/>
);
}See MatrixAds Operating Live Inside LLM Chat
Out-of-band parallel vector auction executes in under 35ms without delaying the AI stream.
ServerlessDB Managed Vector Postgres
Get $200 free cloud credits, auto-scaling PostgreSQL clusters, and instant database branching.
Auction Telemetry Inspector
Security, Compliance & Financial Integrity
Zero-PII Token Scrubbing
Automated pre-embedding sanitizer strips SSNs, credit card numbers, email addresses, phone numbers, and API keys before vector lookup or database storage.
Double-Entry Financial Ledger
64-bit micro-dollar precision ($1M micros = $1 USD) with immutable double-entry ledger transactions (`DEBIT` External Treasury Cash, `CREDIT` Advertiser Balance).
Two-Phase Cryptographic Attribution
Viewport impression proof token registered in Redis before click settlement. Clicks without verified prior impressions are flagged as fraud without billing.
Sub-40ms Vector Match SLA
Vector search and GSP scoring executes in under 35ms p99, allowing zero-latency parallel execution alongside LLM response streaming.