AI Visibility Insights

Research-backed playbooks for earning more mentions, citations, and visibility across answer engines.

Featured

Best AEO Agency in 2026? Put Evidence Before Rankings

Compare five AEO providers by audit method, content delivery, and measurement. PageLens starts with 10 buyer prompts across four AI engines.

Aug 20, 2026

A source-checked look at AI bot data, crawler categories, and the method marketing leaders need to measure AI search visibility and share of voice.

Aug 21, 2026 · 9 min read

Google Search personalization now spans Preferred Sources, Discover, and News. See what changed and how to measure AI visibility.

Aug 21, 2026 · 10 min read

Brand citation tracking software needs more than source counts. See what ChatGPT’s August 2026 citation shift means for attribution and measurement.

Aug 21, 2026 · 9 min read

Microsoft Ads Max CPC removal starts Oct. 1, 2026 for new non-portfolio campaigns. See reported scope, exceptions and preparation steps.

Aug 21, 2026 · 9 min read

Compare tracking-first AI visibility tools by SOV methodology, citations, buyer prompts, exports, and transparent plan terms.

Aug 21, 2026 · 10 min read

Compare enterprise AI brand monitoring tools by evidence, governance, deployment, and cost to choose the operating model that fits.

Aug 21, 2026 · 14 min read

Audit an AI citation drop with a source-level workflow to compare answers, map replacement URLs, diagnose causes, and measure recovery.

Aug 21, 2026 · 11 min read

Digiday reports creator briefs now include AI visibility. See what is confirmed, what remains unproven, and how teams can measure creator impact.

Aug 20, 2026 · 8 min read

Google generative UI is entering AI Overviews. See what is confirmed, what remains unverified, and how to measure the AI visibility impact.

Aug 20, 2026 · 9 min read