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AdMesh offers two powerful integration formats for monetizing AI conversations. Both support AI chatbots, search assistants, and generative LLM applications — the difference lies in how much control you want over the UI and API flow.

Quick Comparison

FeatureWeave Ad Format (API)Citation & Product Format (SDK)
Integration TypeAPI-basedSDK-based
ControlFull control of UI and placementAutomatic rendering
Ideal ForPlatforms that weave sponsored responses inside AI outputPlatforms that display pre-built cards or citations
RenderingYou decide how, where, and when recommendations appearSDK auto-renders inside your app
Setup TimeModerate (custom rendering)Minimal (3-step SDK install)
LLM CompatibilityPerfect for agents that generate natural textGreat for assistants showing answer cards or citations
TrackingManual pixel firingAutomatic via SDK
Transparency LabelAdd [Ad] subscript manuallyAuto-included in SDK output
ExamplesChatGPT-style chatbots, voice agents, conversational appsSearch copilots, widgets, dashboards, browser extensions

How to Choose

Use Weave Ad Format if you:
  • Want fine-grained UI and conversational control.
  • Need to dynamically insert offers into AI-generated text.
  • Already have an LLM integration and want programmatic flexibility.
Use Citation & Product Format if you:
  • Want to integrate quickly with little or no code.
  • Prefer AdMesh to handle rendering, labeling, and pixel tracking.
  • Are building a chatbot, widget, or extension that surfaces offers or citations visually.

Example Scenarios

Platform TypeRecommended FormatWhy
Conversational AI (LLM chat)Weave Ad FormatSeamless in-text blending of sponsored links
Search Answer BotCitation & Product FormatAutomatically rendered sponsored citations
Browser ExtensionCitation & Product FormatLightweight, no custom frontend
In-App Chat or AssistantWeave Ad FormatCustom UX and interaction control
AI Content GeneratorWeave Ad FormatNatural inclusion inside long-form responses
Widget / Dashboard PluginCitation & Product FormatQuick setup with pre-rendered UI

Flow Diagram


Recommendation Summary

Weave Ad Format → best for custom conversational ads. You call AdMesh APIs and weave responses directly into your LLM output. Learn More → Weave Ad Format Citation & Product Format → best for plug-and-play sponsored cards. You install the SDK and let AdMesh render ads automatically. Learn More → Citation & Product Format

Next Steps

Start with whichever format suits your integration: