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New features

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Social intelligence

Monitored answers can cite community, video, and social pages from more than 10 supported platforms: Communities:
  • Reddit, Hacker News, Stack Overflow, Quora, Product Hunt, Discord
Video and social:
  • YouTube, Twitter/X, LinkedIn, TikTok
For each platform, review cited communities and channels, citation counts, average position, and the provider that cited them most often. Illustrative values: Social opportunities: Identify prompts where competitor domains are cited from social sources and your domain is not.

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Shopping intelligence 2.0

Track the stores cited or named alongside products in monitored answers. Illustrative pattern: Compare store distribution with your desired purchase paths, then test changes over a consistent monitoring scope. Prioritize links from sources observed in monitored citations:
  • Source extraction: Sources from monitored AI responses analyzed
  • Competitive gaps: Your presence vs. competitors on each source
  • 32+ marketplaces: Real-time pricing aggregation (Ereferer, Getfluence, WhitePress, etc.)
The release ranked opportunities with three factors:
  1. High AI citation frequency
  2. Competitor presence, you absent
  3. Available at good price

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Brand perception

Track not just visibility, but how AI describes you:
  • Define 5-10 key attributes you want AI to convey
  • Track alignment: Which messages land, which are missing
  • Monthly snapshots: Sentiment score, alignment score, SWOT analysis
If two providers describe the brand differently, use that difference to guide investigation. The observation does not establish a root cause.

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Improvements

  • Technical analysis: AI Readiness Score (0-100) for robots.txt, llms.txt, and sitemap checks
  • Prompts redesign: Updated filtering and visibility scores per prompt
  • Persistence Score: Added response consistency as a separate signal from average visibility