Updates

Product announcements, changes and feature updates.

What’s new in v1.3

Our reporting system now provides a clearer view of how businesses are represented across leading AI search platforms.

New Capabilities

  • Normalized visibility scoring — Mentions are evaluated across platforms, prompts, locations, services, and recommendation contexts using a consistent scoring model.

  • Citation-source attribution — Reports identify the websites and structured sources AI platforms reference when describing or recommending a business.

  • Answer accuracy analysis — Published business information is compared against AI-generated answers to identify omissions, outdated facts, and conflicting descriptions.

  • Competitive share of voice — Businesses can compare their recommendation frequency with competitors across the same search categories.

Improvements

  • Reports can now be filtered by location, service, professional, platform, and reporting period.

  • Historical comparisons distinguish short-term answer fluctuations from sustained changes in visibility.

Quality Fixes

Improved normalization when different AI platforms return variations of the same business or competitor name.

What’s new in v1.3

Our reporting system now provides a clearer view of how businesses are represented across leading AI search platforms.

New Capabilities

  • Normalized visibility scoring — Mentions are evaluated across platforms, prompts, locations, services, and recommendation contexts using a consistent scoring model.

  • Citation-source attribution — Reports identify the websites and structured sources AI platforms reference when describing or recommending a business.

  • Answer accuracy analysis — Published business information is compared against AI-generated answers to identify omissions, outdated facts, and conflicting descriptions.

  • Competitive share of voice — Businesses can compare their recommendation frequency with competitors across the same search categories.

Improvements

  • Reports can now be filtered by location, service, professional, platform, and reporting period.

  • Historical comparisons distinguish short-term answer fluctuations from sustained changes in visibility.

Quality Fixes

Improved normalization when different AI platforms return variations of the same business or competitor name.