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🚀 New Features

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🗣️ Social Intelligence

AI doesn’t just cite websites—it cites conversations. Track 10+ platforms: Communities:
  • Reddit, Hacker News, Stack Overflow, Quora, Product Hunt, Discord
Video & Social:
  • YouTube, Twitter/X, LinkedIn, TikTok
For each platform, see specific communities and channels being cited with citation counts, average position, and which AI provider trusts them most. Social Opportunities: Identify prompts where competitors get cited from social sources but you’re absent.

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🛒 Shopping Intelligence 2.0

AI recommends products and where to buy them. Track store distribution: Understand if AI consistently recommends your products from Amazon but never from your direct site—and optimize accordingly.

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🔗 Backlink Opportunities

Prioritize links from sources AI actually cites:
  • Source extraction: Every source from every AI response analyzed
  • Competitive gaps: Your presence vs. competitors on each source
  • 32+ marketplaces: Real-time pricing aggregation (Ereferer, Getfluence, WhitePress, etc.)
The trifecta for backlink ROI:
  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 ChatGPT describes you as “innovative” but Claude says “traditional,” you need to address the root cause.

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🔧 Improvements

  • Technical Analysis: AI Readiness Score (0-100) for robots.txt, llms.txt, sitemap
  • Prompts Redesign: Better filtering, visibility scores per prompt
  • Persistence Score: Measure response consistency (stable 50% beats erratic 70%)
From Outputs to Inputs Version 1.11 reveals where AI gets its information. Instead of just monitoring mentions, you understand the underlying sources and can influence them directly.