Case Study: How Peloton Lost Control of Its AI Narrative

Peloton provides a clear example of how AI-generated narratives form independently of a company’s messaging, research efforts, and controlled content channels. To document this, we tested three AI platforms with identical prompts. During and after its post-pandemic decline, Peloton continued to publish content, invest in SEO strategy, and communicate through press releases, partnerships, and investor … Read more

How AI Search Results Are Changing Website Traffic

Search results are evolving rapidly. For many years, websites received traffic primarily through traditional search listings. Users searched a phrase, reviewed the results, and clicked a website for more information. Today, search behavior is changing as artificial intelligence systems begin answering questions directly. These changes are influencing how users discover websites and how traffic flows … Read more

The AI-Enhanced Homeowner Search Loop

1️⃣ Problem Occurs A homeowner discovers a problem. Examples: This moment triggers problem-solving behavior. 3️⃣ AI Conversation / Deeper Research Some users then continue their research inside AI assistants like: They may ask questions such as: This step can influence how homeowners frame their final decision. 4️⃣ Google Maps / Local Results After gathering information, … Read more