Insights on AI search, local growth & revenue
Data-driven research and playbooks to help your business rank everywhere and win everywhere.
The Local Search Reality Check: A Data-Driven Case Study on Where Modern Buyers Actually Convert
We analyzed 1.2 million AI-assistant interactions across 500 local businesses. The result challenges everything about modern digital marketing: traffic is vanity, revenue is reality.
We Studied 250+ AI Answers. These 12 Content Formats Get Cited Again and Again.
We reverse-engineered 250+ AI answers from ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews. Here are the 12 content formats AI engines cite most — and how to build them.
The AI Visibility Audit: A 25-Point Checklist Across Search, Listings, Social, and Reviews
Is your brand visible to ChatGPT, Google AI Overviews, Perplexity, and Gemini? Use this 25-point AI visibility audit to find and fix the gaps across four pillars.
How Your Reviews Became AI Training Data: Online Reputation Management in the AI Era
AI assistants like ChatGPT now read your reviews before your customers do. Learn how reviews became training data — and how to manage your reputation for the AI era.
How Your Social Presence Shapes What AI Says About Your Brand
Does social media influence what ChatGPT, Gemini, and Perplexity say about your brand? We answer 12 direct questions with 2026 research and show how to shape your AI reputation.
Why Do Multi-Location Businesses Lose 40% of Their Visibility to Listing Errors?
Multi-location brands lose up to 40% of local search visibility to inconsistent, duplicate, and outdated listings. Here's why it happens — and how to fix it at scale.
42% of AI Overview Citations Pull From The Top 10: What 2.2 Million Citations Told Us
We analyzed 2.2 million AI Overview citations. Only 41.2% came from the top 10 rankings — the rest came from mid-tier pages, unranked URLs, and YouTube. Here's what that means for your content strategy.
How does an AI Web Crawler work? Who's Visiting Your Site, What They Take, and How to Take Back Control
AI bots are crawling your site right now. Here's how training, retrieval, and user-triggered crawlers differ — and how to build a policy that protects your content without erasing your AI visibility.
Why Business Listings Are the Backbone of AI Search: How ChatGPT, Gemini, and Maps Decide Which Businesses to Recommend
AI assistants name two or three businesses and the rest are never seen. Here's exactly where ChatGPT, Gemini, Perplexity, and Maps get their local data — and the 8 moves that make you the business they can verify.