# Citeable

Source: https://sonpiaz.com/projects/citeable
ID: https://sonpiaz.com/projects/citeable#entity

Shows a brand how AI answer engines describe it, then drafts the fix.

Status: Paused · Private
Started: 2026-06
Tier: side

## The problem

More buying decisions now start with a question typed into an AI assistant, and most brands have no idea what those assistants say about them or who they recommend instead. Traditional search tools measure rankings on a results page that fewer people see.

## The approach

Ask a fixed set of real buyer questions across several AI answer engines, record every answer, and have a judge score whether the brand is mentioned and where. Then turn the gap into a draft: content written to answer the exact question the brand is missing from.

## Where it is now

Private. It worked end to end and was verified on a demo brand in June 2026, then paused so the work could go into the products that already had users. Not launched.

## What happens if this works

Being cited by an AI assistant becomes a channel a team manages on purpose, measured every month the way search rankings are today.

## Evidence

- 216 sampled AI answers in the first study; the demo brand appeared in 0 percent of them while its category leader appeared in 92 percent
- n/a, not launched