Name: InlayAd
Author: Devansh Verma

InlayAd — AI Advertising Network | AdSense for the AI EraInlayAd is the AI advertising network for AI apps and websites — powered by Probabilistic AI Memory (UMP), MCP Server integration, and dual ad formats. Precision-targeted ads at sub-4ms latency.MCP Server Integration — Drop-In Ad Placement for AI AppsDevelopers integrate InlayAd via our MCP server in three lines of code. The server reads conversational context and places ads automatically — no custom ad logic required.Dual Ad FormatsTraditional banner and poster ads for websites. Dynamic chat card ads for AI interfaces and LLM apps.Probabilistic AI Memory (UMP) TargetingMulti-layered targeting: Cookies → Current Prompt Context → UMP Memory. Our Universal Memory Protocol achieves a 0.82 F1-score for identity linking with zero false positives, 41% context retention improvement, and sub-4ms infrastructure latency. Published research: DOI 10.5281/zenodo.19423177.Built at IIT KanpurFounded by Devansh Verma (Math & Scientific Computing, IIT Kanpur). Contact: devanshv22@iitk.ac.in | inlayad.com