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Understanding Your Visibility Score
The visibility score is a 0-100 metric that quantifies your brand presence across AI engines. Learn how it is calculated and what influences it.
4 min readShare of Voice in AI Responses
Share of voice measures how often your brand is mentioned compared to competitors. Learn how to track and improve your AI share of voice.
5 min readTracking Your Mentions Across AI Engines
Learn how to monitor and track your brand mentions and citations across different AI engines.
5 min readUnderstanding Position Drift and How to Fix It
Position drift — sliding from a first mention to a buried list entry — is a key early warning in AI visibility. How to detect it, diagnose, and recover.
7 min readHow to Measure the ROI of Your GEO/AEO Work
AI visibility doesn't produce a click trail. Here's how to build a measurement framework that connects GEO/AEO investment to business outcomes leadership recognizes.
8 min readReading Your Citation Intelligence Report
The Citation Intelligence view shows which sources AI engines cite in your category — and where your pages win or lose. Here's how to read it and take action.
6 min readAlert Strategy for AI Visibility Monitoring
Not every change in AI responses deserves your attention at 2am. Here's how to configure alert rules that surface real problems fast — and filter out the noise.
6 min readUnderstanding Lift Attribution in AI Visibility
Lift measures how much a content action moved your visibility. Here's how it's calculated, why it's harder to attribute than clicks, and how to track it reliably.
6 min readHow to Monitor Your Brand Across Multiple AI Engines
Different AI engines return different brand mentions for the same query. Here's how to set up multi-engine monitoring, normalize the data, and surface real signals.
8 min readHow to Audit Your AI Visibility from Scratch
Before you can improve your brand's presence in AI answers, you need a baseline. This step-by-step audit covers every major AI engine and surfaces your gaps.
9 min readBuilding Your Prompt Monitoring Strategy for AI Visibility
The prompts you monitor determine the quality of your AI visibility intelligence. Track the right questions, across the right engines, at the right frequency.
6 min readA/B Testing & Experimentation for AEO
How to run rigorous experiments for answer engine optimization despite non-deterministic AI outputs — designing tests, isolating variables, and measuring real lift.
7 min readAI Visibility Reporting Template for Stakeholders
A ready-to-use template for reporting AI visibility to leadership and clients — the metrics to include, how to structure it, and how to make results land.
7 min readHow Often Should I Monitor AI Visibility?
Weekly tracking suits most brands, with daily checks for high-stakes queries. Here's how to set a monitoring cadence that catches real changes, not noise.
6 min readHow to Track AI Referral Traffic in Analytics
AI engines increasingly send real visitors to your site. Learn how to find and read AI referral traffic in analytics — and why it undercounts your impact.
7 min readWhat Is a Good AI Visibility Score?
There's no universal pass mark for an AI visibility score. What counts as good depends on your category, competitors, and starting point — here's how to judge it.
6 min read