Measure how AI systems see your company — then prove what changed.

Promptence is an AI visibility measurement and recommendation intelligence platform by Margaryan Labs. It is built around observable buyer questions, provider-specific evidence, approved changes, and comparable remeasurement rather than promises of guaranteed AI rankings.

What Promptence measures

Promptence evaluates buyer-intent questions relevant to a company, records whether the company and competitors appear in AI answers, preserves available evidence, and turns those observations into a measurable baseline.

What happens after measurement

Observed gaps become prioritized recommendations. Changes can move through review and approval before implementation, then the same demand can be measured again to compare before and after evidence.

What Promptence does not promise

AI outputs are probabilistic and providers change over time. Promptence does not claim that a specific ranking, recommendation, citation, or revenue outcome can be guaranteed. The product is designed to show evidence and measured deltas instead.

Who builds it

Promptence is a Margaryan Labs product. The public product, methodology, legal notices, and measurement evidence are kept under the Promptence brand at promptence.tech.

Official contact and public identity

Official product website: promptence.tech. Contact: hello@promptence.tech. Public engineering organization: Margaryan Labs on GitHub.