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  • AI Visibility Research

The AI Visibility Research Hub: Our Methods and Every Study We Publish

The Uncited Brands research standard: published question sets, stated run counts, every engine named

The standard every study here has to meet, published before the first result rather than after it. Fixed question sets, stated run counts, named engines, and the findings that go against us.

  • Shaban Asif
  • August 26, 2026
  • Working With an Agency

How to Choose an AEO Agency: The Complete Buyer’s Guide

How to choose an AEO agency, twelve questions and a scoring sheet

Twelve questions to ask, what the answers tell you, what the work costs, and the cases where building in-house is the better call. Written to be useful if you never hire anyone.

  • Shaban Asif
  • August 25, 2026
  • AEO Fundamentals

What Is an Entity in AI Search, and Why Your Brand Might Not Be One Yet

A brand name as a string versus a resolved entity

An entity is a thing a machine can tell apart from every similar name. Your brand starts as a string. The three steps it has to survive to become the other kind of object.

  • Shaban Asif
  • August 24, 2026
  • Tactics & Technical Playbooks

The AEO Technical Playbook: Everything in Execution Order

The six steps of the AEO technical playbook in execution order

Six steps in the order that matters, with copy-pasteable robots.txt, curl and log-analysis commands you can run against your own domain today.

  • Shaban Asif
  • August 23, 2026
  • AEO Fundamentals

Mention, Citation, Recommendation: Three Different Things AI Does With Your Brand

Mention, citation and recommendation as three separate outcomes

A mention names you. A citation sources you. A recommendation chooses you. Three outcomes, three mechanisms, and the cheapest one has measurable commercial effect.

  • Shaban Asif
  • August 22, 2026
  • Diagnose Your AI Visibility

Why Isn’t My SaaS Showing Up in ChatGPT? A Diagnostic Walkthrough

Five causes of ChatGPT invisibility: blocked, empty, ambiguous, unquotable, unmentioned

Five causes produce the same symptom. A ten-prompt diagnostic set, a way to read the results, and the causes in the order worth checking.

  • Shaban Asif
  • August 21, 2026
  • AEO Fundamentals

AEO vs SEO: What Actually Changed and What Didn’t

AEO vs SEO, the unit changes from page to passage and the outcome from click to mention

AEO and SEO share most of their foundation and differ in two ways: the unit that competes and the outcome you are paid in. What changed, what did not, and how to split a budget.

  • Shaban Asif
  • August 20, 2026
  • AEO Fundamentals

The AEO Glossary: Every Term You Actually Need to Know

The AEO Glossary, every term labelled by where it came from

A reference for the vocabulary of answer engine optimization, with every term labelled by where it came from: standard, research, vendor or coined.

  • Shaban Asif
  • August 19, 2026
  • AEO Fundamentals

What Is AEO (Answer Engine Optimization)? The Complete Guide

Diagram of the five gates of the retrieval chain: fetch, index, retrieve, extract and attribute

Answer engine optimization is the practice of making a company retrievable and quotable by AI systems that answer questions directly instead of returning links.

  • Shaban Asif
  • August 18, 2026
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