AI visibility analysis, methodology, and city-by-city industry breakdowns. Every post is built on live data from ChatGPT, Claude, Gemini, and Perplexity. New posts each week — newest at the top.
A law firm in Boston earned 634 five-star reviews on Google. Another has 1,582 reviews averaging 4.9 stars. When we asked Perplexity AI to recommend the best law practices in Bo...
After twenty years in the engineering consulting business, I've seen technology shifts that fundamentally changed how clients find firms. But nothing compares to what's happenin...
I ran live searches across AI platforms today for landscaping companies in Fort Myers. Out of 9 top-rated firms on Google Places—companies with ratings between 4.6 and 5.0 stars...
There is a 4.9-star rated fitness and wellness practice in Cary with nearly 200 verified Google reviews — by any traditional measure, one of the most trusted businesses in its c...
The financial advisory landscape in Providence has always been fiercely competitive. But in 2026, there's a new battleground that most firms don't even know they're losing: arti...
Some of Phoenix's most decorated hospitality businesses — places with thousands of verified reviews, ratings of 4.6 and above, years of earned reputation — are completely invisi...
A San Jose insurance firm with a 4.9-star rating across 73 Google reviews -- among the most trusted businesses in the city by any traditional measure -- does not appear anywhere...
As of May 13, 2026, 13% of the top-rated interior design businesses in Franklin, Tennessee are invisible to AI search platforms. They rank beautifully on Google. They have stell...
Every home services operator in Dallas has been told the same thing: get your Google reviews up, protect your rating, and the customers will come. That assumption is now costing...
Schema markup, llms.txt, and structured data aren't optional anymore. A technical blueprint for building websites that AI models can parse, understand, and cite.
94% of B2B buyers now use AI tools during vendor research.
Your website is optimized for humans. But AI models parse a different version.
Five AI platforms serve different users with different intent.
We researched architecture firms in Savannah, Georgia.
In Memphis, 30% of the highest-rated accounting firms are completely invisible to AI.