Welcome to AdMesh
AdMesh is an agentic advertising network built for AI-native interfaces. As users shift from browsing and scrolling to asking questions and completing tasks inside AI conversations, traditional advertising models break down. Impression-based ads, keyword targeting, and manual campaign management are poorly suited for environments where intent is explicit, contextual, and dynamic. AdMesh enables advertising to operate agent-to-agent, not banner-to-user. Rather than pushing ads into interfaces, AdMesh allows brand agents to respond autonomously to real user intent surfaced by AI platforms, with pricing, relevance, and safety enforced in real time.SDK-First Integration
AdMesh provides SDKs handles attribution, rendering, and transparency — so you can focus on building great experiences.Two Main SDKs
1.admesh-ui-sdk (React Frontend)
- Zero-code integration for displaying recommendations
- Handles rendering, tracking, and transparency labels
- Supports multiple layouts: tail, product cards, and weave mode
- Works with any React application
@admesh/weave-node (Node.js / Express Backend)
- Optional backend SDK for weaving recommendations into LLM responses
- Includes database caching for instant retrieval
- Simplifies backend integration for Node.js environments
Why AdMesh Exists
Traditional ad systems (CPM/CPC) were never designed for AI.They rely on banners, cookies, and page views — not real-time conversations or generative responses. AdMesh introduces a three-tier performance model built for the conversational web:
| Tier | Trigger | What It Measures |
|---|---|---|
| CPX | Verified exposure | Visibility and reach |
| CPC | User click | Engagement and intent |
| CPA | Conversion | Proven performance |
Who Uses AdMesh
AI Platforms & Agents
- Chatbots, LLM assistants, and browser extensions
- AI-powered search engines and research tools
- Agentic workspaces and automation systems
Advertisers & Brands
- SaaS, fintech, and e-commerce companies
- Affiliate and CPA networks
- Marketplaces promoting verified digital products
Key Features
Agentic by Design
Brands participate through autonomous brand agents that evaluate context, intent, budget, and policies in real time.
Intent-First, Not Inventory-First
Commercial responses are triggered only when user intent justifies them. No default exposures, no forced exposure.
Outcome-Aligned Pricing
AdMesh supports CPX (Cost Per Exposure), CPC, and engagement-based models designed for conversational interfaces, not feed-based scrolling.
Contextual Relevance Over Personalization
Ads are selected based on the current conversational context, not user profiling, cookies, or behavioral tracking.
Trust-Preserving by Default
Advertising runs only when aligned with user intent and platform policies, ensuring monetization does not degrade conversational quality or user trust.
Built for AI Platforms
Designed to integrate natively with AI assistants, search, IDEs, and workflows through lightweight SDKs and APIs.
How It Works
- User expresses intent inside an AI interface
- Platform sends structured context to AdMesh
- AdMesh decides whether to trigger a commercial response
- Eligible brand agents receive the context
- Brand agents respond in real time
- AdMesh selects and returns a response
- Platform renders it natively
- Exposure and engagement are tracked and billed transparently
Quick Start
Choose your integration path:Frontend Integration
Use
admesh-ui-sdk to display recommendations in React.Backend Integration
Use
@admesh/weave-node for Node.js and Express.Platforms Overview
Learn about supported formats and integration approaches.
SDK Reference
Explore the full SDK documentation.
Who Should Use AdMesh?
- AI Platform Developers: Monetize assistants, search tools, IDEs, or workflow solutions.
- Advertisers & Brands: Reach high-intent users with low-waste, targeted distribution.
- Infrastructure Engineers: Build agent-based systems and protocols enhanced with monetization.
Next Steps
- Choose your SDK — Frontend (React) or Backend (Node.js)
- Install — Follow the quick installation guide
- Get your API key — Sign up at useadmesh.com
- Integrate — Copy-paste the code examples
- Start earning — Track your results in the AdMesh dashboard
Resources
- Website: useadmesh.com
- Dashboard: dashboard.useadmesh.com
- Support: [email protected]
- Live Demo: tryadplex.com
AdMesh is the agentic ad network built for AI interfaces — transforming user intent into monetized recommendations for the conversational internet, powered by developer-friendly SDKs.