
Project 02 of 07 · Imagera AI · Visibility
Cited by the Answer Engines
AI-answer citation share ~8% → ~19%, tracked through to signups.
The numbers
Before, and after. Every figure is on her résumé.
~8%~19%AI-answer citation share
The case
What it cost before. And the system that replaced it.
The cost of waiting
The brand appeared in about 8% of tracked AI answers, and no line ran from a citation to a signup.
- Goal
- Be the brand AI assistants name when buyers ask.
- What I built
- A weekly citation check across the AI answer engines, structured data (schema.org) and fixes to the pages that earn the mention, with every citation tracked through to signups.
- 01Buyer questions
- 02Weekly check
- 03Gap list
- 04Page fixes
- 05Structured data
- 06Signups
- Python
- Profound
- Ahrefs
- schema.org
- GA4

Why it works
95 : 5. Build memory for the 95%; convert the 5%.
Only about one buyer in twenty is in the market at any moment. When the rest ask an AI assistant, the brand it names is the one they remember when their window opens.

Where
Imagera AI
AI Marketing Lead · Contract, full-time · Jan 2025 – now · Canada · remote
A growth-stage AI product. Led a pod of 5.
