Scout
Monitors AI models for brand mentions, visibility shifts, and competitor overlap.
The Tiered AI Visibility Index (TAVI) is the scoring framework that powers Emberos' visibility analytics.

Emberos is the operating system for AI brand orchestration, a platform that allows enterprises to monitor, influence, and prove how their brands are represented inside large language model environments such as ChatGPT, Gemini, Claude, and Perplexity. It’s where predictive visibility, governance, and proof of lift come together.
AI is no longer a side channel; it is now the front door to information. More than half of consumers use generative tools to research products, compare options, and make decisions. Yet most brands have no insight into what those tools are saying or not saying about them.
Old frameworks like SEO measure rankings. AI visibility is about reasoning: how, why, and where a model decides to include your brand. That is what Emberos was built to orchestrate.
In traditional marketing, brands control creative, keywords, and campaigns. In AI ecosystems, control has shifted to algorithms trained on fragmented data. Without active orchestration, factual drift, competitor substitution, and misattribution can quietly shape perception and revenue.
Emberos brings that control back. It provides a continuous system that detects how you are represented inside AI models, prioritizes what to improve, executes updates automatically, and verifies measurable lift.
Monitors AI models for brand mentions, visibility shifts, and competitor overlap.
Simulates "Fix Packs" that predict the ROI of visibility improvements.
Automates workflows, applies changes, and verifies lift.
Optimizes how individual products or SKUs surface in AI shopping environments.
Ensures truth, compliance, and audit integrity across all AI channels.
How often your brand appears where it should within AI answers
Measures your presence across direct, competitive, and contextual layers
Rates the credibility and authority of each appearance
Forecasts rising audience intent before it reaches search

Real-time insight into every AI model's interpretation of your brand
Visibility changes tied to measurable traffic and conversion outcomes
Integrates with existing tools so optimizations execute automatically
Every change is logged, verified, and compliant with enterprise standards

Early adopters in entertainment, retail, and finance have used Emberos to double their presence in high-value AI queries within weeks. Gains in Share-of-Prompt correlate with three-to-six times stronger conversion than comparable search traffic. As AI agents evolve from answering to acting, recommending, buying, and negotiating, orchestration becomes essential infrastructure.