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title Introduction
description 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

Brands participate through autonomous brand agents that evaluate context, intent, budget, and policies in real time. Commercial responses are triggered only when user intent justifies them. No default exposures, no forced exposure. AdMesh supports CPX (Cost Per Exposure), CPC, and engagement-based models designed for conversational interfaces, not feed-based scrolling. Ads are selected based on the current conversational context, not user profiling, cookies, or behavioral tracking. Advertising runs only when aligned with user intent and platform policies, ensuring monetization does not degrade conversational quality or user trust. Designed to integrate natively with AI assistants, search, IDEs, and workflows through lightweight SDKs and APIs.

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:

Explore React and Flutter frontend SDK integrations.

<Card title="Platforms Overview" icon="layers" href="/platforms/overview"

Learn about supported formats and integration approaches.

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
  4. Integrate — Copy-paste the code examples
  5. Start earning — Track your results in the AdMesh dashboard

Resources

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.