Per-firm AI visibility teardowns for study abroad consultancies in the UAE and GCC — what each firm’s citation pattern shows, and what it would take to change it.
Teardown 02: the zero pattern — seventeen firms in the Index were never cited once across 102 checks each. What that set has in common, and which part of it is fixable.
Teardown 01: the head-to-head at the top of the Index — why the two leading firms are winning differently, one on how often it is cited and one on how early.
Teardown 03 follows next.
Each one takes a single named consultancy from the Index and works through the measurement in public: which prompts named them, which named a competitor instead, what the structured data and entity signals look like on their site, and what specifically would have to change.
Written the way the Index is written — factual about firms that are real businesses with real clients, and honest about what the method can and cannot tell you.
The methodology and the full ranked table are published there.
The diagnostic runs the same method against your consultancy and five competitors you name.
The diagnostic measures your consultancy directly, in seven days.