KNWN Visibility · Competitor Monitoring

Understand who appears when your brand does not.

Compare relevant brands across the same tracked prompt set to understand who appears, where they appear and how the answer frames them.

Compare the same tracked prompt set across relevant brands.

Start monitoring View pricing

Section 01

The metric and workflow

Use a defined comparison set to review mentions, position, sentiment, context and share of voice across tracked prompts. No example brand or unsupported market-wide dataset is presented as a customer result.

Section 02

How comparison data is collected

The product analyzes configured brand entities in observed answers for the same prompt and platform conditions. The comparison boundary remains visible to the user.

Section 03

How to interpret changes

A share-of-voice movement describes the tracked prompt set, not the entire market. Review volume, wording, position and source context before acting.

Section 04

A concrete user workflow

01Choose relevant comparison brands and a stable prompt set.
02Review where another brand appears and your brand does not.
03Inspect answer context and cited sources.
04Turn recurring gaps into research or content priorities.
05Measure later observations without claiming guaranteed recovery.

Section 05

Limitations

Results apply to configured brands, prompts, platforms and collection times. They do not guarantee market share, ranking, recommendation or revenue outcomes.

FAQ

Frequently asked questions

Is share of voice the whole market?

No. It describes the defined prompt, brand, platform and time set used in the analysis.

Can monitoring prove why another brand appeared?

No. It reveals patterns and context for investigation, but answer generation has multiple changing inputs and does not establish a single cause.