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Product

Features

Everything you need to win AI search. From daily monitoring to proven experiments, with the integrations and analysis tools that make it all actionable.

Core Platform

The Four Pillars

Monitor

Daily AI visibility tracking across six platforms with competitive benchmarking.

Analyze

Citation source analysis, sentiment breakdown, and perception mapping.

Recommend

Prioritized, actionable recommendations with impact estimates and action specs.

Experiment

Statistical experiments that prove what worked, with traffic attribution and revenue estimates.

Integrations & Analysis

Popular Features

GA4 Integration

Connect Google Analytics to attribute AI visibility changes to real traffic and revenue. See which AI platforms drive the most sessions and conversions.

AI Topic Mapping

Visualize how AI engines position your brand on custom axes like Premium vs. Budget or Enterprise vs. SMB. Understand your perceptual position relative to competitors.

Query Fan-Out Analysis

See how a single topic generates hundreds of monitoring prompts across personas, products, and locations. Understand the full scope of how AI sees your market.

Brand Watch & Hallucination Detection

Get alerted when AI engines fabricate product features, confuse your brand with competitors, or make inaccurate claims. Catch hallucinations before your customers do.

CMS Change Detection

Automatic content change detection via webhooks from WordPress, Shopify, and 7+ CMS platforms. Changes are picked up without manual tagging and experiments start automatically.

Questions

Common questions about Sill's AI visibility platform, Decision Boundary simulations, and Generative Optimization methodology.

See it all in action

Get a walkthrough of the full platform tailored to your brand and category.

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