Downloads — the take-away pack

Everything on this site, packaged to send and to keep. The PDFs mirror the live pages exactly and carry the rigorous Run 3 numbers (GIG 51% included, AXA separated, 95% confidence). The data and code beneath them are open, so any figure can be checked.

The documents

The document — GIG's own AI-visibility toolset

The full story: from an afternoon with GeoEasy to an owned measurement tool, the honest numbers, and what they mean for GIG.

~45 KB · mirrors the live document

Download → PDF

Run 3 — Motor, five engines, the working

The board-grade run: 100 Motor queries × 5 engines × 3 repeats, the run-over-run method, four graphs, and the parametric-vs-grounded finding.

~62 KB · the measurement in full

Download → PDF

The gap — Articulate vs Visiblie

How our 51% reconciles with Visiblie's 12.6%, the AXA blind spot they missed, and the three questions their pilot has to answer.

~35 KB · for the vendor conversation

The raw data & code

Nothing hidden. The questions we asked, the engine the answers ran through, and the scored results.

The 100 Motor queries

The full intent-tagged question set Run 3 was measured on.

Download → JSON

Run 3 summary — every figure with its CI

Headline, per-engine and per-intent rates with Wilson 95% confidence intervals, straight from the 1,500-call run.

Download → CODE

The engine — ~250 lines of Python

The runner itself, open to read. The tool that produced every number above.