Skip to main content

New features

Insights platform

Two modules summarize product and search observations from monitored data: Shopping Intelligence
  • Discover which products AI recommends
  • See how AI describes your features vs. your marketing
  • Identify gaps by product tier
Search Intelligence
  • Track query fan-outs: 10 core prompts → 200+ discovered queries
  • Find opportunities where competitors haven’t positioned content
  • Map related queries into topic clusters

Content opportunities

Gap analysis identifies prompts and sources for further content research: Dual gap analysis:
  • Brand Gap (0-100%): Where competitors appear without you
  • Source Gap (0-100%): When AI cites sources but not yours
Each generated opportunity includes:
  • Exact competitor sources (URLs, titles, positioning)
  • Provider breakdown (which AI platforms show this gap)
  • Numeric priority scoring
  • Brief creation

Content studio

AI-powered content generation from 7 intelligence sources:
  1. Content Opportunities
  2. Search Intelligence
  3. Google Search Console
  4. Monitored Topics
  5. Citation Sources
  6. Competitor URLs
  7. Any External URL
Four-stage workflow:
  1. Configuration (type, length, persona, language)
  2. Outline generation (H2/H3 hierarchy, section targets)
  3. Content generation (with built-in fact-checker)
  4. Metadata optimization (SEO titles, meta descriptions)
Source classification:
  • COMPETITOR: compare topics and structure
  • AUTHORITY: review as a potential supporting source
  • INSPIRATION: review for structure
  • REFERENCE: check facts and claims against the source

Improvements

  • Data-derived recommendations: Recommendations calculated from monitored performance data
  • Fact-checking step: Checks drafts against the sources available to the workflow
  • 15+ languages: Content generation in supported target languages