YouTube Is Now the Most-Cited Source in AI Search. Here's What CMOs Should Do.
Meltwater found YouTube produced 188,863 AI citations in May, up 56.4% MoM — now the most-cited source in AI search. What it means for brands.
Para Labs
AI Brand Visibility Lab
How brands are adapting to AI-first discovery. Case studies, experiments, and tactical intelligence on what makes brands visible to the machines your buyers ask first. Independent research — no sponsors, no affiliations.
Latest Research
All →Most Categories Still Have No AI Brand Leader: Inside Semrush's 126-Million-Prompt Study
Semrush studied 126M AI prompts and found 85% of categories have no clear brand leader in ChatGPT. The mention-citation gap is why.
When a Brand Website Is Invisible to AI Search, Visibility Starts With Crawlability
AI search visibility starts with crawler access, readable pages, and source-backed brand claims.
Google's AI Ad Labels Turn Brand Provenance Into a Visibility Signal
Google's AI ad labels show why brand provenance is becoming measurable visibility infrastructure.
Yext's AI Citation Data Shows Brand Visibility Now Depends on Source Control
Yext's citation study shows why AI visibility depends on controlled sources, not size alone.
Bain Dynata Survey AI Summaries Brand Visibility
Bain's AI summary data shows brand visibility now has to be earned before the click.
Tracksuit's Hall Acquisition Shows AI Visibility Is Becoming Brand Measurement Infrastructure
Tracksuit's Hall deal shows AI answer surfaces are becoming brand measurement infrastructure.
AI Visibility's Revenue Test: How Brands Measure the Business Impact of AI Search in 2026
Forrester and Muck Rack data show why AI visibility is now a revenue question — and how brands measure the business impact.
AI Assistants Cite Third-Party Lists, Not Your Homepage. A 60,000-Citation Study Shows How Little Your Own Site Counts.
A study of 60,350 AI citations found homepages earn just 4-7% of them. Third-party lists win 75-81%. What that means for brand visibility.
AI Visibility Rankings Are Too Unstable for One-Off Brand Measurement
AI visibility rankings need repeated measurement, source architecture, and stability checks before brands trust them.