The AI Visibility Digest

Ghostd vs. Profound: Which AI Search Visibility Platform Is Right for Your Business?

See how Ghostd's focused GEO analytics compares with Profound's enterprise AI marketing platform, from platform coverage to pricing.

Todd Wandtke·Sep 25, 2026·14 min read

How to Track Competitor Gains in AI Search with GEO Analytics in 2026

Competitors can replace your brand in ChatGPT, Claude, Perplexity and Gemini answers without a single signal in Search Console or Ahrefs. Learn the competitor signals GEO analytics exposes, how to set up weekly prompt tracking, and which metrics show whether you are winning back citation share.

Todd Wandtke·Sep 25, 2026·6 min read

What Role Does GEO Analytics Play in Tracking and Improving AI Visibility?

Traditional SEO analytics measure rankings and traffic. GEO analytics measures whether AI engines recommend your business, which prompts trigger those recommendations, where competitors gain visibility, and how recommendation patterns change over time.

Todd Wandtke·Aug 4, 2026·8 min read

Ghostd's Prompt Library Just Got Smarter: AI Suggestions, Intent Categories, and What Changed

Ghostd now generates AI prompt suggestions based on your site content, scan history, and coverage gaps. Auto-generation has moved from project settings into the Prompt Library, with new Top of Funnel and Bottom of Funnel intent categories. Here is what changed and how to use it.

Todd Wandtke·Jul 25, 2026·4 min read

How to Track AI Reputation and Improve Brand Discoverability in 2026: Essential Tools and Strategies

Todd Wandtke·Jul 20, 2026·13 min read

GEO vs SEO: What Happens When ChatGPT and Google AI Overviews Start Answering Instead of Linking

Fi.Money kept growing traffic even after AI Overviews stopped sending clicks for its top searches. Here's what earned them a citation inside ChatGPT and Google's AI answers, and why SEO is still the foundation GEO builds on.

Todd Wandtke·Jul 8, 2026·7 min read

AI Citation Rate: The KPI That Tells You If You Are Winning in ChatGPT and Perplexity

AI search visits grew 42.8% year over year to 27.4 billion sessions. Your brand either appears in those AI-generated answers or it does not. AI citation rate is the metric that captures this at scale — and most brands are not tracking it.

Todd Wandtke·Jun 27, 2026·5 min read

How ChatGPT, Perplexity, and Gemini Decide Which Brands to Recommend in 2026

Only 12 to 18% of brands in any category appear consistently across AI search queries. The selection is not random. A convergence of studies analyzing 80 million citations reveals the five signals that determine which brands get recommended.

Todd Wandtke·Jun 26, 2026·5 min read

How to Track Your Brand's Reputation in AI-Driven Search Results in 2026

AI search engines are forming buyer shortlists without you. Learn how to track your brand's presence, prominence, and sentiment across ChatGPT, Perplexity, Gemini, and every major AI platform before your competitors own the conversation.

Todd Wandtke·Jun 25, 2026·9 min read

What is AI Share of Voice and How to Measure It in ChatGPT and Perplexity

The average brand mention rate in AI-generated answers is just 17.2%. AI Share of Voice measures your citation percentage versus competitors across ChatGPT, Gemini, Perplexity, and Google AI Mode. Forrester now recommends it as a board-level metric.

Todd Wandtke·Jun 25, 2026·5 min read

How to Track Brand Mentions in Perplexity AI (2026 Step-by-Step Guide)

Brands that rank on page one of Google are absent from Perplexity responses for the same queries 61% of the time. Here is the exact methodology for building a Perplexity tracking system and calculating your share of voice.

Todd Wandtke·Jun 24, 2026·5 min read

AI Search Visibility for Small Businesses: A Plain-Language Guide

When someone asks ChatGPT for a recommendation in your category, specific businesses get named. Whether yours is one of them is currently driven by luck. Here is exactly how small businesses can change that without an enterprise budget.

Todd Wandtke·Jun 23, 2026·5 min read

What is Answer Engine Optimization (AEO)? The 2026 Definitive Guide

Answer Engine Optimization is the practice of structuring content so AI platforms like ChatGPT, Perplexity, and Google AI Overviews cite you as the direct answer. Brands adopting AEO see up to 40% higher AI visibility.

Todd Wandtke·Jun 22, 2026·5 min read

How to Get Cited by ChatGPT: Verified Tactics for 2026

The strongest predictor of ChatGPT brand citations is not backlinks or domain rating — it is branded web mentions with a 0.664 correlation. Here are the exact tactics that drive citations, backed by data from 75,000-brand studies.

Todd Wandtke·Jun 21, 2026·5 min read

Ghostd v1.4: AI Hallucination Detection Catches What ChatGPT Gets Wrong About Your Brand

ChatGPT said something about your brand that is not true. Gemini described a product feature you removed two years ago. Perplexity cited a pricing tier that no longer exists. Ghostd v1.4 ships hallucination detection to catch every AI-generated inaccuracy about your brand before your buyers read it and act on it.

Todd Wandtke·Jun 15, 2026·10 min read

How to Track AI Reputation Metrics for Your Brand in 2026

Five metrics that tell you how AI platforms represent your brand — and what to do when the numbers move

Todd Wandtke·Jun 7, 2026·10 min read

Optimizing Content for Google AI Search: An Evidence-First Workflow

An original editorial workflow applying Google's current guidance, from reader decisions and evidence inventories to internal links and measurement.

Todd Wandtke·Jun 6, 2026·6 min read

Choosing GEO Tools: A Source-Checked AI Visibility Checklist

A practical evaluation worksheet for AI visibility tools, with current vendor sourcing, measurement limits and no self-awarded winner.

Todd Wandtke·Jun 6, 2026·5 min read

ChatGPT Has Never Heard of You. Here Is the Exact Reason Why

You have domain authority. You have backlinks. You have a site that ranks. ChatGPT recommends your competitor anyway. The reason is not competitive. It is structural. AI engines select citations based on extractability, not authority, and most brand pages were built for the wrong signal entirely. Here are the six structural gaps that explain why established brands with strong Google rankings are absent from AI answers, and the specific page-level fixes that close them.

Todd Wandtke·Jun 6, 2026·10 min read

AI Visibility Metrics: Mentions, Citations and Coverage

A hypothetical dataset, observation contract and reporting template that distinguish usable answers, citations, selected competitor share and Google impressions.

Todd Wandtke·Jun 6, 2026·6 min read

How GEO Analytics Makes AI Recommend Your Business Instead of Your Competitor

Most SMBs assume a website, Google Business Profile, and a few reviews are enough to show up in AI search. They're not. This guide breaks down how GEO analytics closes the visibility gaps that cause AI platforms to recommend your competitors instead of you.

Todd Wandtke·Jun 5, 2026·6 min read

Google Search Is Dead. Long Live ChatGPT, Perplexity, and the AI Engines That Now Own Your Buyers.

Your brand ranks on Google. It does not exist on ChatGPT, Perplexity, or Gemini. That gap is not an algorithm penalty. It is a structural problem with your pages. Generative engine optimization is the discipline of building content that AI engines actually want to cite. Learn what GEO is, why it is not SEO with a different name, and what the seven AI engines now deciding your buyers' shortlists actually reward.

Todd Wandtke·Jun 5, 2026·12 min read