Forbes Advisor, Norada Real Estate, Zillow Research, NerdWallet, Money, U.S. News, Bankrate, NAR, Redfin, HousingWire — the real estate publications AI engines cite most. First-edition spot capture across 12 buyer-intent queries on Google Search.
Sporked, Taste of Home, America's Test Kitchen, The Kitchn, Food52, Food Network — the food and beverage publications AI engines cite most on buyer-intent product queries. First-edition spot capture across 10 queries on Google Search.
Alphabet posted negative free cash flow of $5.9 billion in Q2 2026 — its first negative free cash flow quarter since the 2004 IPO — while raising capex guidance to $205 billion. The coverage called it a spending story, got the financing number wrong, and missed what the quarter actually discloses about where discovery moved.
Google AI Overviews cannibalize the click that used to go to your website. The brand named inside the Overview gets the answer. Here's how the SERP picks winners.
YouTube 20.9% of Google AI Overview citations. Top 1% of domains capture 47%. Schema lifts citation 2.3x. The 50 domains AI Overviews cite most across 3M US queries. Updated August 2026.
The first independent measurement of whether the multi-million-dollar IR page infrastructure earns AI engine retrieval surface. Financial services ~100%. Biotech ~92%. Mega-cap tech and junior mining ~0%. The IR-hosting vendor matters.
Gemini is the Google-ecosystem engine. YouTube 29.5% of AI Overviews, 43% of citations to Google-owned properties, LinkedIn at 13.5%. The 50 domains Gemini cites.
Reddit lost the AI engines in September 2025. The citation share that made every brand rewrite the playbook collapsed inside ChatGPT and Google AI Overviews overnight. Here is what happened — and what to do about it.
The first independent measurement of how AI engines cite the wire services. GlobeNewswire 31.3%. Business Wire 18.8%. PR Newswire 16.7%. Newsfile and ACCESS Newswire 12.5% each — but both win their target vertical outright.
Five proprietary models. Five distinct citation logics. The category-level reference on who runs AI-mediated discovery — ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews — and the linked playbook for each.
