AI Mode Visualizer

The AI Mode Visualizer simulates how Google’s AI Mode evaluates your content across multiple intents using Query Fan-Out (QFO). It compares the semantic similarity between each section of a webpage and a set of keyword embeddings, helping you understand which passages best align with different query interpretations — from root terms to long-tail variations.

Enter a URL and up to 10 prompts to generate a matrix of cosine similarity scores. Each score reflects how well a 700-character content embedding on the page aligns with each prompt's embedding.

You can now input a single master query and automatically generate a list of deep research prompts. These are the kinds of exploratory queries Google’s AI Mode might synthesize from the original — giving you a powerful way to preview how your content performs across an entire semantic cluster.

For deeper insights into a single query, including passage-level matching and exact similarity scores, try the AI Overviews Visualizer.

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Feature Details

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AI Visibility Core

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Modeling Architecture

Predictive modeling + structural governance for search and AI visibility. Focused on top landing pages, keywords and competitors.

Feature	AI Visibility Core
Ask: Reveal How LLMs See Your Website
Listen: Keep Your Website in Sync with the World
Keyword Workspace: Professional Keyword Research
Visibility Launchpad: Detect Content Gaps
LLM / GEO Optimized
Brand Bible Integration
Automatic Internal Linking
Listen Signals	15
Content Boosters	250+
Reverse Engineer Fan-Out Prompts
Checkpoint Editing
Schema & Entity Enrichment
Knowledge Base
Automatic External Linking
API Access
SEO Forecasting
Ranking Sensors
Prioritized Tasks
On-Demand Re-Crawls
Visualizers (AI Mode, AI Overviews, Link Flow, Spotlight, Link Spotter)
Full Access to AI Visibility Core
Ask Site Widget (add'l fees apply)
Partner Support (Certified Experts)

Structured AI Visibility Modeling for Enterprise Brands.

Engineer how your brand is understood, selected, + cited across search + LLMs.

Theme Customization

AI Visibility Core

Modeling Architecture

Structured AI Visibility Modeling for Enterprise Brands.