Studies, not opinions
Questions founders ask that nobody had measured, so we measured them. Every number is sourced, every limit is stated, and the full document costs an email.

The AI Visibility Report
What AI models can actually see of a business, what the evidence says works, and what is being sold that the data does not support.
Period: August 2026 · Sample: 15,583 stores · 46 slides
Read the findings · 10With membership
The Middle East Ecommerce Report
What 15,583 online stores across 13 markets actually score, the market around them, and what it costs to run a store badly here.
Period: August 2026 · Sample: 15,583 stores · 13 markets
Read the findings · 7With membership
The CAC Reduction Playbook
What it costs to win a customer in 2026, why efficiency improved while retention weakened, and the five levers that move the number.
Period: 2024 to mid 2026 · Sample: 342 companies benchmarked
Read the findings · 7With membership