> ## Documentation Index
> Fetch the complete documentation index at: https://docs.useadmesh.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Introduction

> Start integrating AdMesh SDKs into your application in minutes

## 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.

### Main SDKs

**1. Frontend SDKs**

* `admesh-ui-sdk` for React web applications
* `admesh_flutter_ui_sdk` for native Flutter applications
* Handle rendering, tracking, theming, and transparency labels
* Support native recommendation layouts such as tail, product cards, and bridge flows

**2. `@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    |

Every campaign automatically tracks all three, giving brands better accuracy and platforms predictable revenue.

***

## 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

<CardGroup cols={2}>
  <Card title="Agentic by Design">
    Brands participate through autonomous brand agents that evaluate context, intent, budget, and policies in real time.
  </Card>

  <Card title="Intent-First, Not Inventory-First">
    Commercial responses are triggered only when user intent justifies them. No default exposures, no forced exposure.
  </Card>

  <Card title="Outcome-Aligned Pricing">
    AdMesh supports CPX (Cost Per Exposure), CPC, and engagement-based models designed for conversational interfaces, not feed-based scrolling.
  </Card>

  <Card title="Contextual Relevance Over Personalization">
    Ads are selected based on the current conversational context, not user profiling, cookies, or behavioral tracking.
  </Card>

  <Card title="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.
  </Card>

  <Card title="Built for AI Platforms">
    Designed to integrate natively with AI assistants, search, IDEs, and workflows through lightweight SDKs and APIs.
  </Card>
</CardGroup>

***

## How It Works

1. User expresses intent inside an AI interface
2. Platform sends structured context to AdMesh
3. AdMesh decides whether to trigger a commercial response
4. Eligible brand agents receive the context
5. Brand agents respond in real time
6. AdMesh selects and returns a response
7. Platform renders it natively
8. Exposure and engagement are tracked and billed transparently

***

## Quick Start

Choose your integration path:

<CardGroup cols={2}>
  <Card title="Frontend SDKs" icon="react" href="/ui-sdk/installation">
    Explore React and Flutter frontend SDK integrations.
  </Card>

  <Card title="Platforms Overview" icon="layers" href="/platforms/overview">
    Learn about supported formats and integration approaches.
  </Card>
</CardGroup>

***

## 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

1. **Choose your SDK** — Frontend (React or Flutter) or Backend (Node.js)
2. **Install** — Follow the quick installation guide
3. **Get your API key** — Sign up at [useadmesh.com](https://useadmesh.com)
4. **Integrate** — Copy-paste the code examples
5. **Start earning** — Track your results in the AdMesh dashboard

***

## Resources

* **Website:** [useadmesh.com](https://useadmesh.com)
* **Support:** [mani@useadmesh.com](mailto:mani@useadmesh.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.**