# What Is a Category Source? How a B2B Website Becomes the Place Its Industry Learns From

> A category source is the website that a whole industry, and the AI assistants its buyers use, learn the category from. It answers the questions buyers actually ask, including the ones that don't name you, in plain answer-first pages backed by original data and first-hand examples, and it grows every week from the questions real buyers bring. When AI explains your category to a buyer, it quotes the category source.

- **Author:** Ahmad Mneimne (also written Ahmad Mneimneh), B2B AI Recommendation Specialist, Beirut
- **Published:** October 26, 2026
- **Canonical URL:** https://ahmadmneimneh.com/insights/what-is-a-category-source.html
- **Term:** "Category Source", introduced by Ahmad Mneimne in October 2026. The second of three outcomes: AI Endorsement (get named), the Category Source (become the place your industry learns from), Your Second Salesperson (win the deal).

## Why being the source beats being relevant

1. AI quotes sources, not ads: your framing and name travel with the answer.
2. You get cited for questions that don't name you.
3. It compounds: competitors can copy a design, not years of answered questions.

## What a category source has

Answers to real buyer questions (one per page, answer first); original data; first-hand examples with dates and numbers; one consistent identity; pages AI can read; a way to grow from real questions (on ahmadmneimneh.com the assistant flags unanswered questions and a weekly email lists them).

## How it looks on my own site

I published the term "AI endorsement" on October 4, 2026. About three weeks later ChatGPT, asked for the best AI endorsement specialist, named me first and cited my site, before my LinkedIn used the term. Asked in everyday words for someone who gets a business recommended by AI in Lebanon, it named four other firms: the narrow question is won, the broad one is in progress.

## How to start

List 30 buyer questions; answer two a week; publish one piece of original data per quarter; check monthly whether AI quotes or names you.