G·AI·G Home Report Brief Decision Tool Code

Is GIG visible when buyers ask AI?

For a generation the question was simple: when someone searches for car insurance in Dubai, does GIG come up? The answer lived on a results page you could see, measure and influence. That page is quietly being replaced. More buyers now put the question to ChatGPT, to Gemini, to Perplexity — and the machine answers in a single paragraph, names two or three insurers, and moves on. If GIG is not one of them, the buyer never learns it existed.

This workstream exists to make that new shelf visible. Every week it measures whether GIG is named when a real buyer asks an AI — across the engines that matter, on the questions that carry intent, in the lines of business where the money sits. It credits GIG with the AXA equity a lesser tool would quietly miss.

At a glance

GIG AI-citation share
83%
Across ChatGPT, Claude & Google — 17 Jun baseline.
Capability now → target
5 → 7/10
What we own today, and where R1→R2 takes it.
Cost to get there
~$40/mo
Two API keys. No platform subscription.

Read in order

Data
Weekly Report
The live numbers: GIG cited in 83% of UAE AI answers; where we win, where we lose, who takes the answer.
Knowledge
The Factual Brief
What GEO is, how LLMs treat queries, market volumes, method, techniques, voices & themes, the real GA4 data. 13 sections.
Decision
Why · Status · Review · Options
The build-vs-buy case on one page — why we own the tool, not rent GeoEasy or Profound.
Tool
G·AI·G — Spec & Ladder
The tool itself: who / what / when / how (code), what it can and cannot do, the R0→R4 ladder.
Code
The code
The whole tool in ~250 lines of Python. Nothing hidden.